chore: import upstream snapshot with attribution

.devcontainer.json

@@ -0,0 +1,80 @@
+{
+    // Set container runtime user
+    "build": {
+        "dockerfile": ".devcontainer/Dockerfile.dev",
+        "context": "./",
+        "args": {
+            "USERNAME": "${localEnv:USER}"
+        },
+        "options": [
+            "--no-cache",
+            "--network=host"
+        ]
+    },
+    "updateRemoteUserUID": false,
+    "remoteUser": "${localEnv:USER}",
+    "initializeCommand": ".devcontainer/init_env.sh",
+    "name": "dbgpt",
+    "workspaceFolder": "/app",
+    "workspaceMount": "source=${localWorkspaceFolder},target=/app,type=bind",
+    "runArgs": [
+        "--network",
+        "host",
+        "--runtime=nvidia",
+        "--gpus",
+        "all",
+        "-e",
+        "LOCAL_DB_HOST=${localEnv:LOCAL_DB_HOST}",
+        "-e",
+        "LOCAL_DB_PASSWORD=${localEnv:LOCAL_DB_PASSWORD}",
+        "-e",
+        "MYSQL_ROOT_PASSWORD=${localEnv:MYSQL_ROOT_PASSWORD}",
+        "-e",
+        "LLM_MODEL=${localEnv:LLM_MODEL}",
+        "-e",
+        "LANGUAGE=${localEnv:LANGUAGE}",
+        "-e",
+        "PROXY_SERVER_URL=${localEnv:PROXY_SERVER_URL}",
+        "-e",
+        "HF_HOME=/app/models"
+    ],
+    "mounts": [
+        // sharing-git-credentials see https://code.visualstudio.com/remote/advancedcontainers/sharing-git-credentials
+        // This will enable you to work with the repository code using Git inside the Dev container.
+        "source=${localEnv:SSH_AUTH_SOCK},target=/run/host-services/ssh-auth.sock,type=bind",
+        // mount to local models
+        // Persist the model to avoid redundant downloads.
+        "source=${localWorkspaceFolder}/models,target=/app/models,type=bind"
+    ],
+    "containerEnv": {
+        "SSH_AUTH_SOCK": "/run/host-services/ssh-auth.sock"
+    },
+    "postCreateCommand": "chmod +x /app/.devcontainer/post-create.sh && /app/.devcontainer/post-create.sh",
+    "customizations": {
+        "vscode": {
+            "settings": {
+                "extensions.verifySignature": false,
+                "http.proxyStrictSSL": false,
+                "python.linting.flake8Enabled": true,
+                "python.languageServer": "Pylance",
+                "python.linting.enabled": true,
+                "terminal.integrated.defaultProfile.linux": "zsh",
+                "terminal.integrated.shell.linux": "/bin/zsh",
+                "python.linting.mypyEnabled": true,
+                "python.linting.provider": "ruff",
+                "python.formatting.provider": "ruff"
+            },
+            "extensions": [
+                "ms-python.python",
+                "ms-python.isort",
+                "ms-python.vscode-pylance",
+                "ms-python.autopep8",
+                "ms-vscode.makefile-tools",
+                "ms-python.flake8",
+                "ms-azuretools.vscode-docker",
+                "ms-python.mypy-type-checker",
+                "charliermarsh.ruff"
+            ]
+        }
+    }
+}

.devcontainer/Dockerfile.dev

@@ -0,0 +1,56 @@
+FROM eosphorosai/dbgpt-full:latest
+ARG PYTHON_VERSION=3.11
+ARG PIP_INDEX_URL="https://pypi.tuna.tsinghua.edu.cn/simple"
+ARG USERNAME
+ARG EXTRAS="base,proxy_openai,graph_rag,rag,storage_chromadb, storage_elasticsearch,cuda121,hf,quant_bnb,dbgpts"
+ARG DEFAULT_VENV=/opt/.uv.venv
+WORKDIR /app
+COPY . .
+USER root
+# Set the GID and UID of the container and 
+# add a user to prevent permission mismatches
+# between the container user (root) and the host user,
+# and to resolve the issue of the host user lacking write permissions.
+RUN . .devcontainer/.env && \
+    groupadd -g $USER_GID $GROUPNAME && \
+    useradd -u $USER_UID -g $USER_GID -m $USERNAME && \
+    chown -R $USER_UID:$USER_GID /app
+RUN apt-get update && apt-get install -y \
+    git \
+    curl \
+    wget \
+    python${PYTHON_VERSION}-dev \
+    default-libmysqlclient-dev \
+    ssh zsh autojump curl git-flow vim sudo \
+    fonts-wqy-microhei fonts-noto-cjk \
+    locales \
+    && sed -i '/zh_CN.UTF-8/s/^# //g' /etc/locale.gen \
+    && locale-gen zh_CN.UTF-8 \
+    && update-locale LANG=zh_CN.UTF-8 \
+    && python${PYTHON_VERSION} -m pip install --upgrade pip \
+    && python${PYTHON_VERSION} -m pip install --upgrade pipx \
+    && pipx install -i $PIP_INDEX_URL uv --global \
+    && chown -R $USERNAME:$GROUPNAME $DEFAULT_VENV \
+    && echo "$USERNAME ALL=(ALL) NOPASSWD:ALL" > /etc/sudoers.d/$USERNAME \
+    && chmod 0440 /etc/sudoers.d/$USERNAME
+USER $USERNAME
+ENV UV_LINK_MODE=copy \
+    PIP_INDEX_URL=$PIP_INDEX_URL \
+    VIRTUAL_ENV=$DEFAULT_VENV \
+    UV_PROJECT_ENVIRONMENT=$DEFAULT_VENV \
+    UV_PYTHON=$DEFAULT_VENV/bin/python3 \
+    UV_INDEX=$PIP_INDEX_URL \
+    UV_DEFAULT_INDEX=$PIP_INDEX_URL \
+    LANG=zh_CN.UTF-8 \
+    LC_ALL=zh_CN.UTF-8
+
+RUN sed -i "s|/app/\.venv|${FINAL_VENV_NAME}|g" /${DEFAULT_VENV}/bin/activate && \
+    pip config set global.index-url $PIP_INDEX_URL && \
+    pip config set global.trusted-host $(echo "$PIP_INDEX_URL" | sed -E 's|^https?://([^/]+).*|\1|') && \
+    . $DEFAULT_VENV/bin/activate && \
+    extras=$(echo $EXTRAS | tr ',' '\n' | while read extra; do echo "--extra $extra"; done | tr '\n' ' ') && \
+    uv sync -v --active --all-packages $extras --default-index $PIP_INDEX_URL  && \
+    uv pip -v install --prefix $VIRTUAL_ENV -r requirements/dev-requirements.txt && \
+    uv pip -v install --prefix $VIRTUAL_ENV -r requirements/lint-requirements.txt && \
+    cp .devcontainer/dbgpt.pth  /opt/.uv.venv/lib/python${PYTHON_VERSION}/site-packages/dbgpt.pth && \
+    python -c "import dbgpt; print(dbgpt.__version__)"

.devcontainer/README.md

@@ -0,0 +1,36 @@
+# Developing inside a Container
+Use VS Code's ​Dev Container extension to build a containerized development environment. Leverage the eosphorosai/dbgpt:latest image as the development environment to avoid repeated dependency installations and improve development efficiency.  
+NOTE: **Compatible with Linux and Windows Subsystem for Linux (WSL) environments only.**
+# Setup
+
+- Follow the guide [Developing inside a Container](https://code.visualstudio.com/docs/devcontainers/containers) to set up the Dev Container:  
+  - Install the ​**Dev Containers** extension.   
+
+- Before the first launch, please execute the .devcontainer/init_env.sh script in the project root directory in **host**  
+- Create `models` dir in project root and download text2vec-large-chinese to models/text2vec-large-chinese
+- Use the shortcut `Ctrl+Shift+P` to open the command palette, then enter `Dev Containers: Open Folder in Container`.
+
+# Develop  
+After successfully starting the Dev Container, open the terminal    
+
+- Activate the virtual environment
+```bash
+. /opt/.uv.venv/bin/activate
+```
+
+- Customize the configuration file  
+
+You can copy the configuration file to the `.devcontainer` directory and rename it to `dev.toml` to avoid committing your personal configurations to the repository. 
+```bash
+cp configs/dbgpt-app-config.example.toml .devcontainer/dev.toml
+```
+
+- Start the service
+
+```bash
+dbgpt start webserver --config .devcontainer/dev.toml
+```
+
+# Create A Pull Request
+
+Please refer to [CONTRIBUTING.md](../CONTRIBUTING.md). Before executing the make script or git commit, remember to deactivate the current virtual environment in the development environment.

.devcontainer/dbgpt.pth

@@ -0,0 +1,8 @@
+/app/packages/dbgpt-app/src
+/app/packages/dbgpt-accelerator
+/app/packages/dbgpt-accelerator/src
+/app/packages/dbgpt-core/src
+/app/packages/dbgpt-client/src
+/app/packages/dbgpt-ext/src
+/app/packages/dbgpt-serve/src
+/app/packages/dbgpt-app/src

.devcontainer/init_env.sh

@@ -0,0 +1,62 @@
+#!/usr/bin/env bash
+OS=$(uname -s)
+USERNAME="$USER"
+USER_UID=$(id -u "$USER")
+
+if [ "$OS" = "Linux" ]; then
+  GROUPNAME=$(id -gn "$USER")
+  USER_GID=$(id -g "$USER")
+else
+  GROUPNAME="root"
+  USER_GID="0"
+fi
+
+printf "OS=%s\nUSERNAME=%s\nUSER_UID=%s\nGROUPNAME=%s\nUSER_GID=%s\n" \
+  "$OS" \
+  "$USERNAME" \
+  "$USER_UID" \
+  "$GROUPNAME" \
+  "$USER_GID" > .devcontainer/.env
+
+# sharing-git-credentials see https://code.visualstudio.com/remote/advancedcontainers/sharing-git-credentials
+init_ssh_agent(){
+  if [[ -z "$SSH_AUTH_SOCK" || ! -S "$SSH_AUTH_SOCK" ]]; then
+    RUNNING_AGENT="$(ps -ax | grep '''ssh-agent -s''' | grep -v grep | wc -l)"
+    if [ "$RUNNING_AGENT" = "0" ]; then
+        ssh-agent -s &> $HOME/.ssh/ssh-agent
+    fi
+    eval $(cat $HOME/.ssh/ssh-agent) > /dev/null
+    ssh-add 2> /dev/null
+    echo $SSH_AUTH_SOCK
+fi
+# Define code block to insert (with unique identifier comment)
+SSH_AGENT_CODE='# SSH Agent Auto Management[ID:ssh_agent_v1]
+if [[ -z "$SSH_AUTH_SOCK" || ! -S "$SSH_AUTH_SOCK" ]]; then
+    RUNNING_AGENT="$(ps -ax | grep '\''ssh-agent -s'\'' | grep -v grep | wc -l)"
+    if [ "$RUNNING_AGENT" = "0" ]; then
+        ssh-agent -s &> $HOME/.ssh/ssh-agent
+    fi
+    eval $(cat $HOME/.ssh/ssh-agent) > /dev/null
+    ssh-add 2> /dev/null
+fi
+# END_SSH_AGENT_CODE'
+
+TARGET_FILE="$HOME/.bashrc"
+
+# Create .ssh directory if not exists
+mkdir -p "$HOME/.ssh"
+
+# Check for existing code block
+if ! grep -q 'END_SSH_AGENT_CODE' "$TARGET_FILE"; then
+    echo "Adding SSH agent management code to ${TARGET_FILE}..."
+    echo "$SSH_AGENT_CODE" >> "$TARGET_FILE"
+    if [[ "$SHELL" == *"zsh"* ]]; then
+    echo "$SSH_AGENT_CODE" >> "$HOME/.zshrc"
+    fi
+    echo "Code added successfully. Please run source ${TARGET_FILE} to apply changes immediately"
+else
+    echo "Existing SSH agent code detected, no need to add again"
+fi
+}
+init_ssh_agent
+mkdir -p models

.devcontainer/post-create.sh

@@ -0,0 +1,71 @@
+#!/bin/bash
+set -e
+cd /app
+
+# Install Oh My Zsh with mirror fallback
+if [ ! -f ~/.oh-my-zsh/oh-my-zsh.sh ]; then
+  echo "Installing Oh My Zsh..."
+  REPO=mirrors/oh-my-zsh REMOTE=https://gitee.com/mirrors/oh-my-zsh.git sh -c "$(curl -fsSL https://gitee.com/mirrors/oh-my-zsh/raw/master/tools/install.sh)" "" --unattended
+fi
+
+# Install plugins with mirror switching
+plugins=(
+  "zsh-users/zsh-autosuggestions"
+  "zsh-users/zsh-syntax-highlighting"
+)
+
+for plugin in "${plugins[@]}"; do
+  repo_name=$(basename $plugin)
+  if [ ! -d ~/.oh-my-zsh/custom/plugins/$repo_name ]; then
+    echo "Installing plugin: $plugin"
+    # Clone from GitHub with Gitee mirror fallback
+    git clone --depth=1 https://github.com/$plugin.git ~/.oh-my-zsh/custom/plugins/$repo_name || \
+    git clone --depth=1 https://gitee.com/zsh-users/$repo_name.git ~/.oh-my-zsh/custom/plugins/$repo_name
+  fi
+done 
+
+
+# Install theme with mirror fallback
+if [ ! -d ~/.oh-my-zsh/custom/themes/powerlevel10k ]; then
+  echo "Installing powerlevel10k theme..."
+  # Clone from GitHub with Gitee mirror fallback
+  git clone --depth=1 https://github.com/romkatv/powerlevel10k.git ~/.oh-my-zsh/custom/themes/powerlevel10k || \
+  git clone --depth=1 https://gitee.com/romkatv/powerlevel10k.git ~/.oh-my-zsh/custom/themes/powerlevel10k
+fi
+
+# Configuration section remains the same...
+# Apply custom configuration
+if [ -f /app/.devcontainer/zshrc-config ]; then
+  cp /app/.devcontainer/zshrc-config ~/.zshrc
+else
+  # Generate basic .zshrc if no custom configuration exists
+  cat << EOF >> ~/.zshrc
+export ZSH="\$HOME/.oh-my-zsh"
+ZSH_THEME="robbyrussell"
+plugins=(git zsh-autosuggestions zsh-syntax-highlighting autojump)
+source \$ZSH/oh-my-zsh.sh
+export LANG=zh_CN.UTF-8
+export LC_ALL=zh_CN.UTF-8
+# Enable autojump
+[[ -s /usr/share/autojump/autojump.sh ]] && source /usr/share/autojump/autojump.sh
+EOF
+fi
+
+# Ensure autojump configuration is applied (even if custom configuration exists)
+if ! grep -q "autojump.sh" ~/.zshrc; then
+  echo '[[ -s /usr/share/autojump/autojump.sh ]] && source /usr/share/autojump/autojump.sh' >> ~/.zshrc
+fi
+cat << EOF >> ~/.zshrc
+# Add the following to ~/.zshrc
+load_env() {
+    if [ -f /app/.env ]; then
+        ENV_CONTENT=$(grep -vE '^#|^$' /app/.env | xargs)
+        if [ -n "$ENV_CONTENT" ]; then
+          export $ENV_CONTENT
+        fi
+    fi
+}
+load_env
+EOF
+rm -rf .venv.make
+echo "Post-create setup completed!"

.dockerignore

@@ -0,0 +1,20 @@
+.env
+.git/
+./.mypy_cache/
+models/
+plugins/
+pilot/data
+pilot/message
+pilot/meta_data/alembic/versions
+pilot/meta_data/dbgpt.db
+logs/
+venv/
+.venv/
+.venv.make/
+web/node_modules/
+web/.next/
+web/.env
+docs/node_modules/
+build/
+docs/build/
+docs/Dockerfile-deploy

.flake8

@@ -0,0 +1,41 @@
+[flake8]
+exclude =
+  .eggs/
+  build/
+  */tests/*
+  *_private
+max-line-length = 88
+inline-quotes = "
+ignore =
+  C408
+  C417
+  E121
+  E123
+  E126
+  E203
+  E226
+  E231
+  E24
+  E704
+  W503
+  W504
+  W605
+  I
+  N
+  B001
+  B002
+  B003
+  B004
+  B005
+  B007
+  B008
+  B009
+  B010
+  B011
+  B012
+  B013
+  B014
+  B015
+  B016
+  B017
+avoid-escape = no

.github/ISSUE_TEMPLATE/bug-report.yml

@@ -0,0 +1,187 @@
+name: Bug report
+title: "[Bug] [Module Name] Bug title "
+description: Create a report to help us improve
+labels: [ "bug", "Waiting for reply" ]
+body:
+  - type: markdown
+    attributes:
+      value: >
+        Thank you for taking the time to report a bug. The `[Module Name]` in title see 
+        [here](https://github.com/eosphoros-ai/DB-GPT/labels?q=Module), 
+        if you don't know the module name, you don't have to fill it in.
+
+  - type: checkboxes
+    attributes:
+      label: Search before asking
+      description: >
+        Please make sure to search in the [issues](https://github.com/eosphoros-ai/DB-GPT/issues?q=is%3Aissue)
+        first to see whether the same issue was reported already.
+      options:
+        - label: >
+            I had searched in the [issues](https://github.com/eosphoros-ai/DB-GPT/issues?q=is%3Aissue) and found
+            no similar issues.
+          required: true
+
+  - type: dropdown
+    id: system-information
+    attributes:
+      label: Operating system information
+      description: Operating system you use
+      options:
+        - Linux
+        - Windows
+        - MacOS(x86)
+        - MacOS(M1, M2...)
+        - Other
+    validations:
+      required: true
+
+  - type: dropdown
+    id: python-version
+    attributes:
+      label: Python version information
+      description: Python version you use
+      options:
+        - ">=3.11"
+        - "3.10"
+        - "3.9"
+        - "<3.9"
+    validations:
+      required: true
+
+  - type: dropdown
+    id: code-version
+    attributes:
+      label: DB-GPT version
+      description: >
+        Which version of DB-GPT are you running?
+      options:
+        - main
+        - latest release
+        - v0.3.7
+        - <v0.3.7
+    validations:
+      required: true
+
+  - type: checkboxes
+    id: related-scenes
+    attributes:
+      label: Related scenes
+      description: Select the scenes related to the issue (if applicable)
+      options:
+        - label: Chat Data
+        - label: Chat Excel
+        - label: Chat DB
+        - label: Chat Knowledge
+        - label: Model Management
+        - label: Dashboard
+        - label: Plugins
+
+  - type: checkboxes
+    id: installation-information
+    attributes:
+      label: Installation Information
+      description: Select your installation method
+      options:
+        - label: >
+            [Installation From Source](https://db-gpt.readthedocs.io/en/latest/getting_started/install/deploy/deploy.html)
+        - label: >
+            [Docker Installation](https://db-gpt.readthedocs.io/en/latest/getting_started/install/docker/docker.html)
+        - label: >
+            [Docker Compose Installation](https://db-gpt.readthedocs.io/en/latest/getting_started/install/docker/docker.html)
+        - label: >
+            [Cluster Installation](https://db-gpt.readthedocs.io/en/latest/getting_started/install/llm/cluster/model_cluster.html)
+        - label: AutoDL Image
+        - label: Other
+
+  - type: textarea
+    id: device-information
+    attributes:
+      label: Device information
+      description: Describe the device you use
+      placeholder: >
+        Device: CPU or GPU
+
+        If using GPU:
+
+        - GPU Count: 1
+
+        - GPU Memory: 24G
+    validations:
+      required: true
+
+  - type: textarea
+    id: models-information
+    attributes:
+      label: Models information
+      description: Describe the LLM and embedding model you use
+      placeholder: >
+        LLM: vicuna-13b-v1.5
+
+        Embedding model: text2vec-large-chinese
+    validations:
+      required: true
+
+  - type: textarea
+    attributes:
+      label: What happened
+      description: Describe the bug
+      placeholder: >
+        A clear and concise description of what the bug is.
+    validations:
+      required: true
+
+  - type: textarea
+    attributes:
+      label: What you expected to happen
+      description: What do you think went wrong?
+      placeholder: >
+        Thank you for your feedback! To better understand the issue:
+
+        1. Please describe why you believe the behavior is incorrect.
+
+        2. Share the relevant log segments or error messages. For UI issues, screenshots are appreciated.
+
+        3. For textual data, kindly copy and paste rather than using screenshots to facilitate easier searches in the future.
+    validations:
+      required: true
+
+  - type: textarea
+    attributes:
+      label: How to reproduce
+      description: >
+        What should we do to reproduce the problem? If you are not able to provide a reproducible case,
+        please open a [Discussion](https://github.com/orgs/eosphoros-ai/discussions) instead.
+      placeholder: >
+        Steps to reproduce the behavior:
+
+        1. Go to '...'
+
+        2. Click on '....'
+
+        3. Scroll down to '....'
+
+        4. See error
+    validations:
+      required: true
+
+  - type: textarea
+    attributes:
+      label: Additional context
+      description: Any other context about the problem here?
+      placeholder: >
+        Add any other context about the problem here.
+
+  - type: checkboxes
+    attributes:
+      label: Are you willing to submit PR?
+      description: >
+        It's completely optional, but if you're interested in contributing, we're here to help! 
+        If you have insights on the solution, that's even better. DB-GPT thrives on community support, 
+        and we warmly welcome new contributors.
+      options:
+        - label: Yes I am willing to submit a PR!
+
+  - type: markdown
+    attributes:
+      value: "Thanks for completing our form!"

.github/ISSUE_TEMPLATE/documentation-related.yml

@@ -0,0 +1,47 @@
+name: Documentation Related
+description: Suggest an improvement or report a bug for this project's Documentation
+title: "[Doc][Module Name] Documentation bug or improvement"
+labels: [ "documentation", "Waiting for reply" ]
+body:
+  - type: markdown
+    attributes:
+      value: >
+        Thank you for taking the time to suggest an improvement or report a bug for this project's documentation. 
+        The `[Module Name]` in title see [here](https://github.com/eosphoros-ai/DB-GPT/labels?q=Module), 
+        if you don't know the module name, you don't have to fill it in.
+
+  - type: checkboxes
+    attributes:
+      label: Search before asking
+      description: >
+        Please make sure to search in the [issues](https://github.com/eosphoros-ai/DB-GPT/issues?q=is%3Aissue) first
+        to see whether the same feature was requested already.
+      options:
+        - label: >
+            I had searched in the [issues](https://github.com/eosphoros-ai/DB-GPT/issues?q=is%3Aissue) and found no
+            similar feature requirement.
+          required: true
+
+  - type: textarea
+    attributes:
+      label: Description
+      description: A short description why your find in our document.
+
+  - type: textarea
+    attributes:
+      label: Documentation Links
+      description: Copy and paste one or more links of this documentation issue.
+
+  - type: checkboxes
+    attributes:
+      label: Are you willing to submit PR?
+      description: >
+        It's completely optional, but if you're interested in contributing, we're here to help! 
+        If you have insights on the solution, that's even better. DB-GPT thrives on community support, 
+        and we warmly welcome new contributors.
+      options:
+        - label: Yes I am willing to submit a PR!
+
+  - type: markdown
+    attributes:
+      value: "Thanks for completing our form!"

.github/ISSUE_TEMPLATE/feature-request.yml

@@ -0,0 +1,64 @@
+name: Feature request
+description: Suggest an idea for this project
+title: "[Feature][Module Name] Feature title"
+labels: [ "enhancement", "Waiting for reply" ]
+body:
+  - type: markdown
+    attributes:
+      value: >
+        Thank you for taking the time to suggest an idea for this project. 
+        The `[Module Name]` in title see [here](https://github.com/eosphoros-ai/DB-GPT/labels?q=Module), 
+        if you don't know the module name, you don't have to fill it in.
+
+  - type: checkboxes
+    attributes:
+      label: Search before asking
+      description: >
+        Please make sure to search in the [issues](https://github.com/eosphoros-ai/DB-GPT/issues?q=is%3Aissue) first
+        to see whether the same feature was requested already.
+      options:
+        - label: >
+            I had searched in the [issues](https://github.com/eosphoros-ai/DB-GPT/issues?q=is%3Aissue) and found no
+            similar feature requirement.
+          required: true
+
+  - type: textarea
+    attributes:
+      label: Description
+      description: A short description of your feature
+
+  - type: textarea
+    attributes:
+      label: Use case
+      description: What do you want to happen?
+      placeholder: >
+        Instead of detailing how to implement the feature, please describe your end goal or what you aim to achieve.
+
+  - type: textarea
+    attributes:
+      label: Related issues
+      description: Is there currently another issue associated with this?
+      
+  - type: dropdown
+    id: priority
+    attributes:
+      label: Feature Priority
+      description: How would you rank the importance of this feature?
+      options:
+        - High
+        - Medium
+        - Low
+
+  - type: checkboxes
+    attributes:
+      label: Are you willing to submit PR?
+      description: >
+        It's completely optional, but if you're interested in contributing, we're here to help! 
+        If you have insights on the solution, that's even better. DB-GPT thrives on community support, 
+        and we warmly welcome new contributors.
+      options:
+        - label: Yes I am willing to submit a PR!
+
+  - type: markdown
+    attributes:
+      value: "Thanks for completing our form!"

.github/PULL_REQUEST_TEMPLATE/pull_request_template.md

@@ -0,0 +1,20 @@
+# Description
+
+Please include a summary of the change and which issue is fixed. Please also include relevant motivation and context. List any dependencies that are required for this change.
+
+# How Has This Been Tested?
+
+Please describe the tests that you ran to verify your changes. Provide instructions so we can reproduce. Please also list any relevant details for your test configuration
+
+# Snapshots:
+
+Include snapshots for easier review.
+
+# Checklist:
+
+- [ ] My code follows the style guidelines of this project
+- [ ] I have already rebased the commits and make the commit message conform to the project standard.
+- [ ] I have performed a self-review of my own code
+- [ ] I have commented my code, particularly in hard-to-understand areas
+- [ ] I have made corresponding changes to the documentation
+- [ ] Any dependent changes have been merged and published in downstream modules

.github/pull_request_template.md

@@ -0,0 +1,20 @@
+# Description
+
+Please include a summary of the change and which issue is fixed. Please also include relevant motivation and context. List any dependencies that are required for this change.
+
+# How Has This Been Tested?
+
+Please describe the tests that you ran to verify your changes. Provide instructions so we can reproduce. Please also list any relevant details for your test configuration
+
+# Snapshots:
+
+Include snapshots for easier review.
+
+# Checklist:
+
+- [ ] My code follows the style guidelines of this project
+- [ ] I have already rebased the commits and make the commit message conform to the project standard.
+- [ ] I have performed a self-review of my own code
+- [ ] I have commented my code, particularly in hard-to-understand areas
+- [ ] I have made corresponding changes to the documentation
+- [ ] Any dependent changes have been merged and published in downstream modules

.github/release-drafter.yml

@@ -0,0 +1,116 @@
+categories:
+  - title: 🏆 Highlights
+    labels: highlight
+  - title: 🚀 Performance improvements
+    labels: performance
+  - title: ✨ Enhancements
+    labels: enhancement
+  - title: 🐞 Bug fixes
+    labels: fix
+  # - title: ⚠️ Deprecations
+  #   labels: deprecation
+  - title: 🛠️ Other improvements
+    labels:
+      - documentation
+      - build
+      - internal
+
+change-template: '- $TITLE (#$NUMBER)'
+change-title-escapes: '\<*_&'
+replacers:
+  # Remove conventional commits from titles
+  - search: '/- (build|chore|ci|depr|docs|feat|fix|perf|refactor|release|test)(\(.*\))?(\!)?\:\s?/g'
+    replace: '- '
+
+autolabeler:
+  - label: model
+    title:
+      # feat(mode): Support llama-2
+      # fix(mode): Fix llama-2 xxx bug
+      - '/^(build|chore|ci|depr|docs|feat|fix|perf|refactor|release|test)\(.*model.*\)/'
+  - label: ChatData
+    title:
+      # feat(ChatData): Support xxxx
+      # fix(ChatData): Fix xxx
+      - '/^(build|chore|ci|depr|docs|feat|fix|perf|refactor|release|test)\(.*ChatData.*\)/'
+  - label: ChatExcel
+    title:
+      # feat(ChatExcel): Support xxxx
+      # fix(ChatExcel): Fix xxx
+      - '/^(build|chore|ci|depr|docs|feat|fix|perf|refactor|release|test)\(.*ChatExcel.*\)/'
+  - label: ChatDB
+    title:
+      # feat(ChatDB): Support xxxx
+      # fix(ChatDB): Fix xxx
+      - '/^(build|chore|ci|depr|docs|feat|fix|perf|refactor|release|test)\(.*ChatDB.*\)/'
+  - label: ChatKnowledge
+    title:
+      - '/^(build|chore|ci|depr|docs|feat|fix|perf|refactor|release|test)\(.*ChatKnowledge.*\)/'
+  - label: ChatDashboard
+    title:
+      # feat(ChatDashboard): Support xxxx
+      # fix(ChatDashboard): Fix xxx
+      - '/^(build|chore|ci|depr|docs|feat|fix|perf|refactor|release|test)\(.*ChatDashboard.*\)/'
+  - label: plugin
+    title:
+      # feat(plugin): Support xxxx
+      # fix(plugin): Fix xxx
+      - '/^(build|chore|ci|depr|docs|feat|fix|perf|refactor|release|test)\(.*plugin.*\)/'
+  - label: agent
+    title:
+      # feat(agent): Support xxxx
+      # fix(agent): Fix xxx
+      - '/^(build|chore|ci|depr|docs|feat|fix|perf|refactor|release|test)\(.*agent.*\)/'
+  - label: cli
+    title:
+      # feat(cli): Support xxxx
+      # fix(cli): Fix xxx
+      - '/^(build|chore|ci|depr|docs|feat|fix|perf|refactor|release|test)\(.*cli.*\)/'
+  - label: prompt
+    title:
+      # feat(prompt): Support xxxx
+      # fix(prompt): Fix xxx
+      - '/^(build|chore|ci|depr|docs|feat|fix|perf|refactor|release|test)\(.*prompt.*\)/'
+  - label: connection
+    title:
+      # feat(connection): Support xxxx
+      # fix(connection): Fix xxx
+      - '/^(build|chore|ci|depr|docs|feat|fix|perf|refactor|release|test)\(.*connection.*\)/'
+  - label: core
+    title:
+      # feat(core): Support xxxx
+      # fix(core): Fix xxx
+      - '/^(build|chore|ci|depr|docs|feat|fix|perf|refactor|release|test)\(.*core.*\)/'
+  - label: web
+    title:
+      # feat(web): Support xxxx
+      # fix(web): Fix xxx
+      - '/^(build|chore|ci|depr|docs|feat|fix|perf|refactor|release|test)\(.*web.*\)/'
+  - label: build
+    title:
+      - '/^build/'
+  - label: documentation
+    title:
+      - '/^docs/'
+  - label: enhancement
+    title:
+      - '/^feat/'
+  - label: fix
+    title:
+      - '/^fix/'
+  - label: performance
+    title:
+      - '/^perf/'
+  - label: release
+    title:
+      - '/^release/'
+
+  - label: internal
+    title:
+      - '/^(chore|ci|refactor|test)/'
+
+template: |
+  $CHANGES
+
+  Thank you to all our contributors for making this release possible!
+  $CONTRIBUTORS

.github/workflows/build-web.yml

@@ -0,0 +1,50 @@
+name: Build Web Application
+
+# Triggered when the web directory or this file is changed
+on:
+  pull_request:
+    branches:
+      - main
+    paths:
+      - web/**
+      - .github/workflows/build-web.yml
+  push:
+    branches:
+      - main
+    paths:
+      - web/**
+      - .github/workflows/build-web.yml
+
+concurrency:
+  group: ${{ github.event.number || github.run_id }}
+  cancel-in-progress: true
+
+defaults:
+  run:
+    # Runs all jobs in the web directory
+    working-directory: ./web
+
+jobs:
+  build-web:
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        # FIXME: Add windows-latest support
+        os: [ubuntu-latest, macos-latest]
+
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: 18
+
+      - name: Install dependencies
+        run: |
+          yarn install
+
+      - name: Build web application
+        run: |
+          yarn build

.github/workflows/close-issue.yml

@@ -0,0 +1,22 @@
+name: Close inactive issues
+on:
+  schedule:
+    - cron: "00 21 * * *"
+
+jobs:
+  close-issues:
+    runs-on: ubuntu-latest
+    permissions:
+      issues: write
+      pull-requests: write
+    steps:
+      - uses: actions/stale@v5
+        with:
+          days-before-issue-stale: 120
+          days-before-issue-close: 90 
+          stale-issue-label: "stale"
+          stale-issue-message: "This issue has been marked as `stale`, because it has been over 30 days without any activity."
+          close-issue-message: "This issue bas been closed, because it has been marked as `stale` and there has been no activity for over 7 days."
+          days-before-pr-stale: -1
+          days-before-pr-close: -1
+          repo-token: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/code-checks.yml

@@ -0,0 +1,29 @@
+name: Python Code Quality Checks
+
+on:
+  push:
+    branches: [ main ]
+  pull_request:
+    branches: [ main ]
+  workflow_dispatch:
+
+concurrency:
+  group: ${{ github.event.number || github.run_id }}
+  cancel-in-progress: false
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v3
+    - name: Install uv
+      run: curl -LsSf https://astral.sh/uv/install.sh | sh
+    - name: Install dependencies and setup environment
+      run: |
+        uv -V
+        make setup
+    - name: Check Python code style
+      run: make fmt-check
+    # TODO: Add mypy check
+    # - name: Check Python code type
+    #   run: make mypy

.github/workflows/doc-image-publish.yml

@@ -0,0 +1,73 @@
+name: Build and push docs image
+on:
+  push:
+    branches:
+      - main
+    paths:
+      - 'docs/**'
+      - '.github/workflows/doc-image-publish.yml'
+  pull_request:
+    paths:
+      - 'docs/**'
+      - '.github/workflows/doc-image-publish.yml'
+  release:
+    types: [published]
+  workflow_dispatch:
+    inputs:
+      branch:
+        description: 'Branch to build (default: main)'
+        required: true
+        default: 'main'
+        type: string
+permissions:
+  contents: read
+jobs:
+  build-image:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+        with:
+          fetch-depth: 0 
+          ref: ${{ github.event_name == 'workflow_dispatch' && inputs.branch || github.ref }}
+      
+      - name: Debug git status 
+        run: |
+            echo "Current commit: $(git rev-parse HEAD)"
+            echo "Current branch: $(git rev-parse --abbrev-ref HEAD || echo 'detached HEAD')"
+            echo "Main branch commit: $(git rev-parse origin/main)"
+            echo "Using branch: ${{ github.event_name == 'workflow_dispatch' && inputs.branch || github.ref_name }}"
+      
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v2
+        
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v2
+        
+      # Only login to Docker Hub when not in PR
+      - name: Login to Docker Hub
+        if: github.event_name != 'pull_request'
+        uses: docker/login-action@v2
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+          
+      # Only run when there is a PR
+      - name: Build PR
+        if: github.event_name == 'pull_request'
+        uses: docker/build-push-action@v4
+        with:
+          context: .
+          file: ./docs/Dockerfile-deploy
+          platforms: linux/amd64
+          push: false
+      
+      # Only run when it is not a PR, build and push the image
+      - name: Build and push
+        if: github.event_name != 'pull_request'
+        uses: docker/build-push-action@v4
+        with:
+          context: .
+          file: ./docs/Dockerfile-deploy
+          platforms: linux/amd64
+          push: true
+          tags: eosphorosai/dbgpt-docs:${{ github.event_name == 'workflow_dispatch' && inputs.branch || github.ref_name }},eosphorosai/dbgpt-docs:latest

.github/workflows/docker-image-publish-openai.yml

@@ -0,0 +1,49 @@
+
+name: Build and Push OpenAI Docker Image
+
+on:
+  release:
+    types: [published]
+  workflow_dispatch: 
+
+permissions:
+  contents: read
+
+jobs:
+  build-image:
+    runs-on: ubuntu-latest
+    # run unless event type is pull_request
+    if: github.event_name != 'pull_request'
+    steps:
+      - uses: actions/checkout@v3
+      - name: free disk space
+        run: |
+          sudo swapoff -a
+          sudo rm -f /swapfile
+          sudo apt clean
+          # Only delete Docker images when they exist
+          if [ ! -z "$(docker image ls -aq)" ]; then
+            docker rmi $(docker image ls -aq)
+          fi
+          df -h
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v3
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+      - name: Login to Docker Hub
+        uses: docker/login-action@v3
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+      - name: Build and push
+        uses: docker/build-push-action@v4
+        with:
+          context: .
+          file: ./docker/base/Dockerfile
+          build-args: |
+            BASE_IMAGE=ubuntu:22.04
+            EXTRAS=base,proxy_openai,rag,graph_rag,storage_chromadb,dbgpts,proxy_ollama,proxy_zhipuai,proxy_anthropic,proxy_qianfan,proxy_tongyi
+            PIP_INDEX_URL=https://pypi.org/simple
+          platforms: linux/arm64,linux/amd64
+          push: true
+          tags: eosphorosai/dbgpt-openai:${{ github.ref_name }},eosphorosai/dbgpt-openai:latest

.github/workflows/docker-image-publish.yml

@@ -0,0 +1,47 @@
+
+name: Push docker image
+
+on:
+  release:
+    types: [published]
+  workflow_dispatch: 
+
+permissions:
+  contents: read
+
+jobs:
+  build-image:
+    runs-on: ubuntu-latest
+    # run unless event type is pull_request
+    if: github.event_name != 'pull_request'
+    steps:
+      - uses: actions/checkout@v3
+      - name: free disk space
+        run: |
+          sudo swapoff -a
+          sudo rm -f /swapfile
+          sudo apt clean
+          # Only delete Docker images when they exist
+          if [ ! -z "$(docker image ls -aq)" ]; then
+            docker rmi $(docker image ls -aq)
+          fi
+          df -h
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v2
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v2
+      - name: Login to Docker Hub
+        uses: docker/login-action@v2
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+      - name: Build and push
+        uses: docker/build-push-action@v4
+        with:
+          context: .
+          file: ./docker/base/Dockerfile
+          build-args: |
+            PIP_INDEX_URL=https://pypi.org/simple
+          platforms: linux/amd64
+          push: true
+          tags: eosphorosai/dbgpt:${{ github.ref_name }},eosphorosai/dbgpt:latest

.github/workflows/pr-labeler.yml

@@ -0,0 +1,20 @@
+name: Pull request labeler
+
+on:
+  pull_request_target:
+    types: [opened, edited]
+
+permissions:
+  contents: read
+  pull-requests: write
+
+jobs:
+  main:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Label pull request
+        uses: release-drafter/release-drafter@v5
+        with:
+          disable-releaser: true
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/python-publish.yml

@@ -0,0 +1,88 @@
+# This workflow will upload a Python Package using Twine when a release is created
+# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python#publishing-to-package-registries
+
+# This workflow uses actions that are not certified by GitHub.
+# They are provided by a third-party and are governed by
+# separate terms of service, data_privacy policy, and support
+# documentation.
+
+name: Upload Python Package
+
+on:
+  release:
+    types: [published]
+  workflow_dispatch:
+    inputs:
+      version:
+        description: 'Package version (e.g. 0.7.0rc0)'
+        required: true
+        type: string
+      publish_to_testpypi:
+        description: 'Publish to TestPyPI'
+        required: false
+        type: boolean
+        default: false
+      publish_to_pypi:
+        description: 'Publish to PyPI'
+        required: false
+        type: boolean
+        default: false
+
+permissions:
+  contents: read
+
+jobs:
+  deploy:
+    name: python
+    runs-on: ubuntu-latest
+    
+    steps:
+      - uses: actions/checkout@v4
+      
+      - name: Install uv
+        uses: astral-sh/setup-uv@v5
+      
+      - name: "Set up Python"
+        uses: actions/setup-python@v5
+        with:
+          python-version-file: ".python-version"
+          
+      - name: Update version
+        run: |
+          if [ "${{ github.event_name }}" = "workflow_dispatch" ]; then
+            export DB_GPT_VERSION=${{ inputs.version }} make package
+            echo "Updating version in all files to $DB_GPT_VERSION"
+            cd scripts
+            uv run update_version_all.py $DB_GPT_VERSION -y
+            cd ..
+          else
+            echo "Prepping package for release"
+          fi
+      
+      - name: Install the project
+        run: uv sync --all-packages --dev
+              
+      - name: Build package using Make
+        run: |
+          make build  
+          ls dist/
+      
+      - name: Upload wheel as artifact
+        uses: actions/upload-artifact@v4
+        with:
+          name: dist-packages
+          path: dist/*
+          retention-days: 7
+      
+      - name: Publish package to TestPyPI
+        if: ${{ github.event_name == 'workflow_dispatch' && inputs.publish_to_testpypi == true }}
+        uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          password: ${{ secrets.TEST_PYPI_API_TOKEN }}
+          repository-url: https://test.pypi.org/legacy/
+      
+      - name: Publish package distributions to PyPI
+        if: ${{ github.event_name == 'release' || (github.event_name == 'workflow_dispatch' && inputs.publish_to_pypi == true) }}
+        uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          password: ${{ secrets.PYPI_API_TOKEN }}

.github/workflows/release-drafter.yml

@@ -0,0 +1,22 @@
+name: Update draft releases
+
+on:
+  push:
+    branches:
+      - main
+  workflow_dispatch:
+
+permissions:
+  contents: write
+  pull-requests: read
+
+jobs:
+  main:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Draft DB-GPT release
+        uses: release-drafter/release-drafter@v5
+        with:
+          config-name: release-drafter.yml
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/test-python.yml

@@ -0,0 +1,99 @@
+name: Test Python
+
+on:
+  pull_request:
+    branches:
+      - main
+    paths:
+      - dbgpt/**
+      - pilot/meta_data/**
+      - .github/workflows/test-python.yml
+  push:
+    branches:
+      - main
+    paths:
+      - dbgpt/**
+      - pilot/meta_data/**
+      - .github/workflows/test-python.yml
+
+concurrency:
+  group: ${{ github.event.number || github.run_id }}
+  cancel-in-progress: false
+
+#permissions:
+#  contents: read
+#  pull-requests: write
+#
+jobs:
+  test-python:
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        # TODO: Add windows-latest support
+        os: [ubuntu-latest, macos-latest]
+        python-version: ["3.10", "3.11"]
+
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install -e ".[openai]"
+          pip install -r requirements/dev-requirements.txt
+
+      - name: Run tests
+        run: |
+          pytest dbgpt --cov=dbgpt --cov-report=xml:coverage-${{ matrix.python-version }}-${{ matrix.os }}.xml --cov-report=html:htmlcov-${{ matrix.python-version }}-${{ matrix.os }} --junitxml=pytest_report-${{ matrix.python-version }}-${{ matrix.os }}.xml
+
+      - name: Generate coverage report summary
+        if: matrix.os == 'ubuntu-latest'
+        id: cov-report
+        run: |
+          coverage_file="coverage-${{ matrix.python-version }}-${{ matrix.os }}.xml"
+          # Pase the coverage file and get the line rate for each package(two level)
+          coverage_summary=$(grep -oP '<package name="\K[^"]+' $coverage_file | awk -F"." '{ if (NF == 2) print $0 }' | while read -r package_name; do
+            line_rate=$(grep -oP "<package name=\"$package_name\" line-rate=\"\K[^\"]+" $coverage_file)
+            echo "$package_name line-rate: $line_rate"
+          done)
+          echo "Coverage Summary: $coverage_summary"
+          echo "::set-output name=summary::$coverage_summary"
+
+      - name: Generate test report summary
+        if: matrix.os == 'ubuntu-latest'
+        id: test-report
+        run: |
+          test_file="pytest_report-${{ matrix.python-version }}-${{ matrix.os }}.xml"
+          total_tests=$(grep -oP 'tests="\K\d+' $test_file)
+          failures=$(grep -oP 'failures="\K\d+' $test_file)
+          skipped=$(grep -oP 'skipped="\K\d+' $test_file)
+          test_summary="Total tests: $total_tests, Failures: $failures, Skipped: $skipped"
+          echo "Test Summary: $test_summary"
+          echo "::set-output name=summary::$test_summary"
+
+# TODO: Add comment on PR
+#      - name: Comment on PR
+#        if: github.event_name == 'pull_request_target' && matrix.os == 'ubuntu-latest'
+#        env:
+#          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+#        run: |
+#          PR_COMMENT="## Test Coverage and Report Summary\n${{ steps.cov-report.outputs.summary }}\n${{ steps.test-report.outputs.summary }}"
+#          PR_COMMENTS_URL=$(jq -r .pull_request.comments_url < "$GITHUB_EVENT_PATH")
+#          curl -s -S -H "Authorization: token $GITHUB_TOKEN" -H "Content-Type: application/json" -X POST --data "{ \"body\": \"$PR_COMMENT\" }" "$PR_COMMENTS_URL"
+#
+      - name: Upload test and coverage results
+        uses: actions/upload-artifact@v3
+        if: always()
+        with:
+          name: test-and-coverage-results-${{ matrix.python-version }}-${{ matrix.os }}
+          path: |
+            pytest_report-${{ matrix.python-version }}-${{ matrix.os }}.xml
+            coverage-${{ matrix.python-version }}-${{ matrix.os }}.xml
+            htmlcov-${{ matrix.python-version }}-${{ matrix.os }}/*
+          if-no-files-found: ignore

.gitignore

@@ -0,0 +1,209 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+message/
+dbgpt/util/extensions/
+.env*
+.vscode
+.idea
+.chroma
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib64/
+parts/
+sdist/
+
+var/
+wheels/
+/models/
+# Soft link
+/models
+plugins/
+
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+*.zuo
+*.zip
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test_py / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+# *.mo
+*.pot
+
+# Django stuff:
+*.log
+*.log.*
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+.venv.make/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+.DS_Store
+logs
+nltk_data
+.vectordb
+pilot/data/
+pilot/nltk_data
+pilot/mock_datas/db-gpt-test.db.wal
+pilot/tmp/
+
+logswebserver.log.*
+.history/*
+.plugin_env
+/pilot/meta_data/alembic/versions/*
+/pilot/meta_data/*.db
+/pilot/benchmark_meta_data/*.db
+/pilot/benchmark_meta_data/result/*
+# Ignore for now
+thirdparty
+
+#web
+# dependencies
+/web/node_modules
+/web/yarn.lock
+
+.idea
+# next.js
+/web/.next/
+/web/out/
+
+# production
+/web/build
+
+# debug
+/web/npm-debug.log*
+/web/yarn-debug.log*
+/web/yarn-error.log*
+
+# local env files
+/web/.env.prod
+/web/.env
+
+# typescript
+*.tsbuildinfo
+/web/next-env.d.ts
+
+# Ignore awel DAG visualization files
+/examples/**/*.gv
+/examples/**/*.gv.pdf
+/i18n/locales/**/**/*_ai_translated.po
+/i18n/locales/**/**/*~
+configs/my
+.devcontainer/dev.toml
+test_docs
+
+# AI coding assistant configs
+.opencode/
+.cursor/
+.aone_copilot/
+.windsurf/
+.continue/
+.codeium/
+.github/copilot-instructions.md
+.claude/
+.codex/
+.trade/
+.qoder/
+.qwencode/
+.sisyphus/

.isort.cfg

@@ -0,0 +1,13 @@
+[settings]
+# This is to make isort compatible with Black. See
+# https://black.readthedocs.io/en/stable/the_black_code_style.html#how-black-wraps-lines.
+line_length=88
+profile=black
+multi_line_output=3
+include_trailing_comma=True
+use_parentheses=True
+float_to_top=True
+filter_files=True
+
+skip_glob=examples/notebook/*
+sections=FUTURE,STDLIB,THIRDPARTY,FIRSTPARTY,LOCALFOLDER,AFTERRAY

.mypy.ini

@@ -0,0 +1,127 @@
+[mypy]
+exclude = /tests/
+# plugins = pydantic.mypy
+[mypy-dbgpt.rag.*]
+strict_optional = False
+ignore_missing_imports = True
+follow_imports = skip
+
+[mypy-dbgpt.app.*]
+follow_imports = skip
+
+[mypy-dbgpt.serve.*]
+follow_imports = skip
+
+[mypy-dbgpt.model.*]
+follow_imports = skip
+
+[mypy-dbgpt.util.*]
+follow_imports = skip
+
+[mypy-graphviz.*]
+ignore_missing_imports = True
+
+[mypy-cachetools.*]
+ignore_missing_imports = True
+
+[mypy-coloredlogs.*]
+ignore_missing_imports = True
+
+[mypy-termcolor.*]
+ignore_missing_imports = True
+
+[mypy-pydantic.*]
+strict_optional = False
+ignore_missing_imports = True
+follow_imports = skip
+
+[mypy-sentence_transformers.*]
+ignore_missing_imports = True
+
+[mypy-InstructorEmbedding.*]
+ignore_missing_imports = True
+
+[mypy-llama_index.*]
+ignore_missing_imports = True
+
+[mypy-langchain.*]
+ignore_missing_imports = True
+
+[mypy-pptx.*]
+ignore_missing_imports = True
+
+[mypy-docx.*]
+ignore_missing_imports = True
+
+[mypy-markdown.*]
+ignore_missing_imports = True
+
+[mypy-auto_gpt_plugin_template.*]
+ignore_missing_imports = True
+
+[mypy-spacy.*]
+ignore_missing_imports = True
+follow_imports = skip
+
+[mypy-jieba.*]
+ignore_missing_imports = True
+
+# Storage
+[mypy-msgpack.*]
+ignore_missing_imports = True
+
+[mypy-rocksdict.*]
+ignore_missing_imports = True
+
+[mypy-weaviate.*]
+ignore_missing_imports = True
+
+[mypy-pymilvus.*]
+ignore_missing_imports = True
+
+[mypy-elasticsearch.*]
+ignore_missing_imports = True
+
+[mypy-cryptography.*]
+ignore_missing_imports = True
+
+# Datasource
+[mypy-pyspark.*]
+ignore_missing_imports = True
+
+[mypy-regex.*]
+ignore_missing_imports = True
+
+[mypy-sqlparse.*]
+ignore_missing_imports = True
+
+[mypy-clickhouse_connect.*]
+ignore_missing_imports = True
+
+[mypy-fastchat.protocol.api_protocol]
+ignore_missing_imports = True
+
+[mypy-neo4j.*]
+ignore_missing_imports = True
+
+# Agent
+[mypy-seaborn.*]
+ignore_missing_imports = True
+
+[mypy-unstructured.*]
+ignore_missing_imports = True
+
+[mypy-rich.*]
+ignore_missing_imports = True
+
+[mypy-ollama.*]
+ignore_missing_imports = True
+
+[mypy-networkx.*]
+ignore_missing_imports = True
+
+[mypy-pypdf.*]
+ignore_missing_imports = True
+
+[mypy-qianfan.*]
+ignore_missing_imports = True

.pre-commit-config.yaml

@@ -0,0 +1,41 @@
+# Please run command `pre-commit install` to install pre-commit hook
+repos:
+  - repo: local
+    hooks:
+      - id: python-fmt
+        name: Python Format
+        entry: make fmt-check
+        language: system
+        exclude: '^dbgpt/app/static/|^web/'
+        types: [python]
+        stages: [commit]
+        pass_filenames: false
+        args: []
+      - id: python-test
+        name: Python Unit Test
+        entry: make test
+        language: system
+        exclude: '^dbgpt/app/static/|^web/'
+        types: [python]
+        stages: [commit]
+        pass_filenames: false
+        args: []
+#      - id: python-test-doc
+#        name: Python Doc Test
+#        entry: make test-doc
+#        language: system
+#        exclude: '^dbgpt/app/static/|^web/'
+#        types: [python]
+#        stages: [commit]
+#        pass_filenames: false
+#        args: []
+#      - id: python-lint-mypy
+#        name: Python Lint mypy
+#        entry: make mypy
+#        language: system
+#        exclude: '^dbgpt/app/static/|^web/'
+#        types: [python]
+#        stages: [commit]
+#        pass_filenames: false
+#        args: []
+#

.python-version

@@ -0,0 +1 @@
+3.11

CODE_OF_CONDUCT

@@ -0,0 +1,126 @@
+# Contributor Covenant Code of Conduct
+
+## Our Pledge
+
+We as members, contributors, and leaders pledge to make participation in our
+community a harassment-free experience for everyone, regardless of age, body
+size, visible or invisible disability, ethnicity, sex characteristics, gender
+identity and expression, level of experience, education, socio-economic status,
+nationality, personal appearance, race, caste, color, religion, or sexual
+identity and orientation.
+
+We pledge to act and interact in ways that contribute to an open, welcoming,
+diverse, inclusive, and healthy community.
+
+## Our Standards
+
+Examples of behavior that contributes to a positive environment for our
+community include:
+
+* Demonstrating empathy and kindness toward other people
+* Being respectful of differing opinions, viewpoints, and experiences
+* Giving and gracefully accepting constructive feedback
+* Accepting responsibility and apologizing to those affected by our mistakes,
+  and learning from the experience
+* Focusing on what is best not just for us as individuals, but for the overall
+  community
+
+Examples of unacceptable behavior include:
+
+* The use of sexualized language or imagery, and sexual attention or advances of
+  any kind
+* Trolling, insulting or derogatory comments, and personal or political attacks
+* Public or private harassment
+* Publishing others' private information, such as a physical or email address,
+  without their explicit permission
+* Other conduct which could reasonably be considered inappropriate in a
+  professional setting
+
+## Enforcement Responsibilities
+
+Community leaders are responsible for clarifying and enforcing our standards of
+acceptable behavior and will take appropriate and fair corrective action in
+response to any behavior that they deem inappropriate, threatening, offensive,
+or harmful.
+
+Community leaders have the right and responsibility to remove, edit, or reject
+comments, commits, code, wiki edits, issues, and other contributions that are
+not aligned to this Code of Conduct, and will communicate reasons for moderation
+decisions when appropriate.
+
+## Scope
+
+This Code of Conduct applies within all community spaces, and also applies when
+an individual is officially representing the community in public spaces.
+Examples of representing our community include using an official e-mail address,
+posting via an official social media account, or acting as an appointed
+representative at an online or offline event.
+
+## Enforcement
+
+Instances of abusive, harassing, or otherwise unacceptable behavior may be
+reported to the community leaders responsible for enforcement at
+[INSERT CONTACT METHOD].
+All complaints will be reviewed and investigated promptly and fairly.
+
+All community leaders are obligated to respect the privacy and security of the
+reporter of any incident.
+
+## Enforcement Guidelines
+
+Community leaders will follow these Community Impact Guidelines in determining
+the consequences for any action they deem in violation of this Code of Conduct:
+
+### 1. Correction
+
+*Community Impact*: Use of inappropriate language or other behavior deemed
+unprofessional or unwelcome in the community.
+
+*Consequence*: A private, written warning from community leaders, providing
+clarity around the nature of the violation and an explanation of why the
+behavior was inappropriate. A public apology may be requested.
+
+### 2. Warning
+
+*Community Impact*: A violation through a single incident or series of
+actions.
+
+*Consequence*: A warning with consequences for continued behavior. No
+interaction with the people involved, including unsolicited interaction with
+those enforcing the Code of Conduct, for a specified period of time. This
+includes avoiding interactions in community spaces as well as external channels
+like social media. Violating these terms may lead to a temporary or permanent
+ban.
+
+### 3. Temporary Ban
+
+*Community Impact*: A serious violation of community standards, including
+sustained inappropriate behavior.
+
+*Consequence*: A temporary ban from any sort of interaction or public
+communication with the community for a specified period of time. No public or
+private interaction with the people involved, including unsolicited interaction
+with those enforcing the Code of Conduct, is allowed during this period.
+Violating these terms may lead to a permanent ban.
+
+### 4. Permanent Ban
+
+*Community Impact*: Demonstrating a pattern of violation of community
+standards, including sustained inappropriate behavior, harassment of an
+individual, or aggression toward or disparagement of classes of individuals.
+
+*Consequence*: A permanent ban from any sort of public interaction within the
+community.
+
+## Attribution
+
+This Code of Conduct is adapted from the [Contributor Covenant][homepage],
+version 2.1, available at
+[https://www.contributor-covenant.org/version/2/1/code_of_conduct.html][v2.1].
+
+Community Impact Guidelines were inspired by
+[Mozilla's code of conduct enforcement ladder][Mozilla CoC].
+
+For answers to common questions about this code of conduct, see the FAQ at
+[https://www.contributor-covenant.org/faq][FAQ]. Translations are available at
+[https://www.contributor-covenant.org/translations][translations].

CONTRIBUTING.md

@@ -0,0 +1,168 @@
+# Contribution 
+
+First of all, thank you for considering contributing to this project. 
+It's people like you that make it a reality for the community. There are many ways to contribute, and we appreciate all of them.
+
+This guide will help you get started with contributing to this project.
+
+## Fork The Repository
+
+1. Fork the repository you want to contribute to by clicking the "Fork" button on the project page.
+
+2. Clone the repository to your local machine using the following command:
+
+```
+git clone https://github.com/<YOUR-GITHUB-USERNAME>/DB-GPT
+```
+Please replace `<YOUR-GITHUB-USERNAME>` with your GitHub username.
+
+
+## Create A New Development Environment
+
+1. Create a new virtual environment using the following command:
+```
+# Make sure python >= 3.10
+conda create -n dbgpt_env python=3.10
+conda activate dbgpt_env
+```
+
+2. Change to the project directory using the following command:
+```
+cd DB-GPT
+```
+
+3. Install uv package manager:
+
+There are several ways to install uv:
+
+**Option 1: Using pipx (Recommended)**
+```bash
+python -m pip install --upgrade pip
+python -m pip install --upgrade pipx
+python -m pipx ensurepath
+pipx install uv
+```
+
+**Option 2: Using curl (macOS/Linux)**
+```bash
+curl -LsSf https://astral.sh/uv/install.sh | sh
+```
+
+Then verify uv installation:
+```bash
+uv --version
+```
+
+4. Install the project and all dependencies using uv:
+```bash
+# This will install all packages and development dependencies
+# it will take some minutes
+uv sync --all-packages \
+--extra "base" \
+--extra "proxy_openai" \
+--extra "rag" \
+--extra "storage_chromadb" \
+--extra "dbgpts"
+```
+
+**Note for users in China:** If you encounter network issues, you can configure uv to use Chinese mirrors:
+```bash
+# Set environment variable for Tsinghua mirror
+export UV_INDEX_URL=https://pypi.tuna.tsinghua.edu.cn/simple
+
+# Or add --index-url parameter to the sync command
+uv sync --all-packages \
+--extra "base" \
+--extra "proxy_openai" \
+--extra "rag" \
+--extra "storage_chromadb" \
+--extra "dbgpts" \
+--index-url=https://pypi.tuna.tsinghua.edu.cn/simple
+```
+
+5. Install pre-commit hooks
+```
+uv run pre-commit install
+```
+
+**Important Note:** After using `uv sync`, you should use `uv run` to execute commands in the virtual environment, or you can activate the environment with:
+```bash
+# Activate the virtual environment
+source .venv/bin/activate  # On macOS/Linux
+# or
+.venv\Scripts\activate     # On Windows
+```
+
+6. Install `make` command
+The `make` command has been installed by default on most Unix-based systems. If you not 
+have it, you can install it by searching on the internet.
+
+## New Branch And Make Changes
+
+1. Create a new branch for your changes using the following command:
+```
+git checkout -b <branch-name>
+```
+Please replace `<branch-name>` with a descriptive name for your branch.
+
+2. Make your changes to the code or documentation.
+
+3. Add tests for your changes if necessary.
+
+4. Format your code using the following command:
+```
+make fmt
+```
+
+5. Run the tests using the following command:
+```
+make test
+```
+
+6. Check types using the following command:
+```
+make mypy
+```
+
+7. Check lint using the following command:
+```
+make fmt-check
+```
+
+8. If all checks pass, you can add and commit your changes using the following commands:
+```
+git add xxxx
+```
+make sure to replace `xxxx` with the files you want to commit.
+
+then commit your changes using the following command:
+```
+git commit -m "your commit message"
+```
+Please replace `your commit message` with a meaningful commit message.
+
+It will take some time to get used to the process, but it's worth it. And it will run 
+all git hooks and checks before you commit. If it fails, you need to fix the issues 
+then re-commit it.
+
+9. Push the changes to your forked repository using the following command:
+```
+git push origin <branch-name>
+```
+
+## Create A Pull Request
+
+1. Go to the GitHub website and navigate to your forked repository.
+
+2. Click the "New pull request" button.
+
+3. Select the branch you just pushed to and the branch you want to merge into on the original repository.
+Write necessary information about your changes and click "Create pull request".
+
+4. Wait for the project maintainer to review your changes and provide feedback.
+
+That's it you made it 🐣⭐⭐
+
+# Developing inside a Container
+
+If you are using VS Code as your IDE for development, you can refer to the [configuration here](.devcontainer/README.md) to set up the Dev Containers development environment.

DB-GPT-Core-Code-Design-Analysis.md

@@ -0,0 +1,362 @@
+
+# DB-GPT Core Code Design Analysis
+
+## Overview
+
+This document provides a comprehensive analysis of DB-GPT's core code design, examining the packages directory structure and understanding the architectural decisions, purposes, and problems solved by each component.
+
+## Package Architecture Overview
+
+DB-GPT follows a modular, layered architecture consisting of 6 main packages:
+
+```
+packages/
+├── dbgpt-core/          # Core abstractions and interfaces
+├── dbgpt-serve/         # Service layer with REST APIs
+├── dbgpt-app/           # Application layer and business logic
+├── dbgpt-client/        # Client SDK and API interfaces
+├── dbgpt-ext/           # Extensions and integrations
+└── dbgpt-accelerator/   # Performance acceleration modules
+```
+
+## 1. dbgpt-core: The Foundation Layer
+
+### Design Purpose
+The `dbgpt-core` package serves as the foundational layer that defines all core abstractions, interfaces, and utilities used throughout the entire DB-GPT ecosystem.
+
+### Key Design Decisions
+
+#### 1.1 Component System (`component.py`)
+```python
+class SystemApp(LifeCycle):
+    """Main System Application class that manages the lifecycle and registration of components."""
+```
+
+**Why this design:**
+- **Dependency Injection**: Provides a centralized component registry for service discovery
+- **Lifecycle Management**: Standardizes component initialization, startup, and shutdown phases
+- **Modularity**: Enables loose coupling between different system components
+
+**Problems solved:**
+- Eliminates circular dependencies between modules
+- Provides consistent component lifecycle management
+- Enables dynamic component registration and discovery
+
+#### 1.2 Core Interfaces (`core/interface/`)
+The core package defines essential interfaces:
+
+- **LLM Interface**: `llm.py` - Abstracts different language model providers
+- **Storage Interface**: `storage.py` - Unified storage abstraction for various backends
+- **Message Interface**: `message.py` - Standardizes conversation and message handling
+- **Embedding Interface**: `embeddings.py` - Abstracts embedding model implementations
+
+**Why this design:**
+- **Provider Agnostic**: Allows switching between different LLM providers without code changes
+- **Extensibility**: New implementations can be added without modifying existing code
+- **Type Safety**: Provides strong typing for all core operations
+
+#### 1.3 AWEL (Agentic Workflow Expression Language) (`core/awel/`)
+```python
+# AWEL provides declarative workflow orchestration
+dag/          # Directed Acyclic Graph management
+operators/    # Workflow operators
+trigger/      # Event triggers
+flow/         # Workflow execution flows
+```
+
+**Why this design:**
+- **Declarative Workflows**: Enables complex AI workflows to be defined as code
+- **Visual Programming**: Supports UI-based workflow creation
+- **Scalability**: DAG-based execution ensures proper dependency management
+
+**Problems solved:**
+- Complex AI pipeline orchestration
+- Visual workflow design requirements
+- Parallel and sequential task execution
+
+### Dependencies and Extras
+```toml
+# Core dependencies are minimal
+dependencies = [
+    "aiohttp==3.8.4",
+    "pydantic>=2.6.0",
+    "typeguard",
+    "snowflake-id",
+]
+
+# Rich optional dependencies for different use cases
+[project.optional-dependencies]
+agent = ["termcolor", "pandas", "mcp>=1.4.1"]
+framework = ["SQLAlchemy", "alembic", "transformers"]
+```
+
+**Design Rationale:**
+- **Minimal Core**: Keeps the core lightweight with only essential dependencies
+- **Optional Features**: Allows users to install only what they need
+- **Conflict Resolution**: Handles version conflicts between different model providers
+
+## 2. dbgpt-serve: The Service Layer
+
+### Design Purpose
+Provides RESTful APIs and service endpoints for all core functionalities, implementing the service-oriented architecture pattern.
+
+### Key Components Structure
+```
+dbgpt_serve/
+├── agent/         # Agent lifecycle and management services
+├── conversation/  # Chat and conversation management
+├── datasource/    # Data source connectivity services
+├── flow/          # AWEL workflow services
+├── model/         # Model serving and management
+├── rag/           # RAG pipeline services
+├── prompt/        # Prompt management services
+└── core/          # Common service utilities
+```
+
+### Design Decisions
+
+#### 2.1 Service-Oriented Architecture
+**Why this design:**
+- **Microservices Ready**: Each service can be independently deployed
+- **API Standardization**: Consistent REST API patterns across all services
+- **Horizontal Scaling**: Services can be scaled independently based on load
+
+#### 2.2 Minimal Dependencies
+```toml
+dependencies = ["dbgpt-ext"]
+```
+
+**Why this design:**
+- **Separation of Concerns**: Service layer focuses only on API exposure
+- **Dependency Inversion**: Depends on abstractions rather than implementations
+- **Modularity**: Can be deployed with different extension combinations
+
+**Problems solved:**
+- API standardization across different functionalities
+- Service discovery and registry
+- Independent service deployment and scaling
+
+## 3. dbgpt-app: The Application Layer
+
+### Design Purpose
+Serves as the main application server that orchestrates all services and provides the complete DB-GPT application experience.
+
+### Key Components
+```
+dbgpt_app/
+├── dbgpt_server.py        # Main FastAPI application
+├── component_configs.py   # Component configuration and registration
+├── base.py               # Database and initialization logic
+├── scene/                # Business scenario implementations
+├── openapi/              # OpenAPI endpoint definitions
+└── initialization/       # Startup and migration logic
+```
+
+### Design Decisions
+
+#### 3.1 Application Orchestration (`dbgpt_server.py`)
+```python
+system_app = SystemApp(app)
+mount_routers(app)
+initialize_components(param, system_app)
+```
+
+**Why this design:**
+- **Centralized Orchestration**: Single entry point for the entire application
+- **Component Integration**: Brings together all packages into a cohesive application
+- **Configuration Management**: Centralizes all configuration concerns
+
+#### 3.2 Business Scene Management (`scene/`)
+**Why this design:**
+- **Business Logic Separation**: Isolates business scenarios from technical infrastructure
+- **Extensible Scenarios**: New business scenarios can be added without modifying core logic
+- **Domain-Driven Design**: Organizes code around business concepts
+
+#### 3.3 Full Dependency Integration
+```toml
+dependencies = [
+    "dbgpt-acc-auto",
+    "dbgpt",
+    "dbgpt-ext", 
+    "dbgpt-serve",
+    "dbgpt-client"
+]
+```
+
+**Problems solved:**
+- Integration of all system components
+- Business scenario implementation
+- Complete application lifecycle management
+- Database migration and initialization
+
+## 4. dbgpt-client: The Client SDK Layer
+
+### Design Purpose
+Provides a unified Python SDK for external applications to interact with DB-GPT services.
+
+### Key Components
+```
+dbgpt_client/
+├── client.py      # Main client implementation
+├── schema.py      # Request/response schemas
+├── app.py         # Application management client
+├── flow.py        # Workflow management client
+├── knowledge.py   # Knowledge base management client
+└── datasource.py  # Data source management client
+```
+
+### Design Decisions
+
+#### 4.1 Unified Client Interface
+```python
+class Client:
+    async def chat(self, model: str, messages: Union[str, List[str]], ...)
+    async def chat_stream(self, model: str, messages: Union[str, List[str]], ...)
+```
+
+**Why this design:**
+- **Ease of Use**: Single client handles all DB-GPT functionality
+- **Type Safety**: Strongly typed interfaces for all operations
+- **Async Support**: Modern async/await patterns for better performance
+
+#### 4.2 OpenAI-Compatible Interface
+**Why this design:**
+- **Compatibility**: Allows existing OpenAI-based applications to integrate easily
+- **Standard Patterns**: Follows established AI API conventions
+- **Migration Path**: Provides smooth migration from OpenAI to DB-GPT
+
+**Problems solved:**
+- External system integration
+- SDK standardization
+- API client management and authentication
+
+## 5. dbgpt-ext: The Extension Layer
+
+### Design Purpose
+Implements concrete extensions for data sources, storage backends, LLM providers, and other integrations.
+
+### Key Components
+```
+dbgpt_ext/
+├── datasource/   # Database and data source connectors
+├── storage/      # Vector stores and storage backends  
+├── rag/          # RAG implementation extensions
+├── llms/         # LLM provider implementations
+└── vis/          # Visualization extensions
+```
+
+### Design Decisions
+
+#### 5.1 Plugin Architecture
+```toml
+[project.optional-dependencies]
+storage_milvus = ["pymilvus"]
+storage_chromadb = ["chromadb>=0.4.22"]
+datasource_mysql = ["mysqlclient==2.1.0"]
+```
+
+**Why this design:**
+- **Modular Extensions**: Users install only needed integrations
+- **Version Isolation**: Prevents dependency conflicts between different backends
+- **Easy Integration**: New providers can be added without core changes
+
+#### 5.2 Provider Abstractions
+**Why this design:**
+- **Vendor Independence**: Switch between providers without code changes
+- **Consistent Interfaces**: Same API regardless of underlying implementation
+- **Performance Optimization**: Provider-specific optimizations while maintaining compatibility
+
+**Problems solved:**
+- Multi-provider support
+- Dependency management complexity
+- Integration with external systems
+
+## 6. dbgpt-accelerator: The Performance Layer
+
+### Design Purpose
+Provides performance optimization modules for model inference and computation acceleration.
+
+### Key Components
+```
+dbgpt-accelerator/
+├── dbgpt-acc-auto/       # Automatic acceleration detection
+└── dbgpt-acc-flash-attn/ # Flash Attention acceleration
+```
+
+### Design Decisions
+
+#### 6.1 Modular Acceleration
+**Why this design:**
+- **Optional Performance**: Acceleration is opt-in based on hardware capabilities
+- **Hardware Specific**: Different optimizations for different hardware configurations
+- **Fallback Support**: Graceful degradation when acceleration is unavailable
+
+**Problems solved:**
+- Model inference performance
+- Hardware-specific optimizations
+- Memory efficiency improvements
+
+## Architectural Design Principles
+
+### 1. Separation of Concerns
+Each package has a distinct responsibility:
+- **Core**: Abstractions and interfaces
+- **Serve**: API endpoints and services  
+- **App**: Business logic and orchestration
+- **Client**: External integration
+- **Ext**: Concrete implementations
+- **Accelerator**: Performance optimizations
+
+### 2. Dependency Inversion
+Higher-level modules (app, serve) depend on abstractions (core) rather than concrete implementations (ext).
+
+### 3. Open/Closed Principle
+The system is open for extension (new providers, storage backends) but closed for modification (core interfaces remain stable).
+
+### 4. Interface Segregation
+Interfaces are focused and cohesive, allowing clients to depend only on methods they use.
+
+## Problems Solved by This Design
+
+### 1. **Complexity Management**
+- Modular architecture breaks down complexity into manageable pieces
+- Clear separation of concerns reduces cognitive load
+- Standardized interfaces reduce integration complexity
+
+### 2. **Scalability Requirements**
+- Service-oriented architecture enables horizontal scaling
+- Component-based design allows selective optimization
+- Microservices-ready architecture supports distributed deployment
+
+### 3. **Extensibility Needs**
+- Plugin architecture enables easy addition of new providers
+- Interface-based design allows swapping implementations
+- Optional dependencies support different deployment scenarios
+
+### 4. **Integration Challenges**
+- Unified client SDK simplifies external integration
+- OpenAI-compatible APIs reduce migration barriers
+- Standardized schemas ensure interoperability
+
+### 5. **Performance Optimization**
+- Separate acceleration packages for hardware-specific optimizations
+- Optional performance modules prevent dependency bloat
+- Modular design enables selective performance tuning
+
+### 6. **Development Productivity**
+- Component lifecycle management reduces boilerplate code
+- Dependency injection simplifies testing and development
+- Clear architectural boundaries improve team productivity
+
+## Conclusion
+
+DB-GPT's package architecture demonstrates sophisticated software engineering principles:
+
+1. **Layered Architecture**: Clear separation between core abstractions, services, applications, and extensions
+2. **Modular Design**: Each package serves a specific purpose with minimal overlap
+3. **Dependency Management**: Careful dependency design prevents circular dependencies and version conflicts
+4. **Extensibility**: Plugin architecture enables easy addition of new capabilities
+5. **Performance**: Separate acceleration packages provide hardware-specific optimizations
+6. **Developer Experience**: Unified APIs and strong typing improve development productivity
+
+This design enables DB-GPT to serve as a robust, scalable foundation for AI-native data applications while maintaining flexibility for diverse deployment scenarios and integration requirements.

DISCKAIMER.md

@@ -0,0 +1,20 @@
+# User Agreement and Disclaimer
+
+1. If you do not agree with any content of this statement, please stop using this software immediately. Once you start using this software product and service, it means that you have agreed to all the contents of this statement
+
+2. This disclaimer applies to all users of this software. This software reserves the right to modify and update this statement at any time, and notify users in the form of Github Readme, software updates, etc. Please review regularly and abide by the latest disclaimer.
+
+3. The original design intention of this project is to provide a basic framework/tool ​​set, mainly focusing on RAGs,Agents, AWEL, etc. To keep the project simple and easy to use, we intentionally did not integrate any form of user login, authentication or authorization mechanism.
+
+4. If you plan to deploy this project into a production environment, it is strongly recommended to connect to existing third-party authentication services (such as OAuth, OpenID Connect, etc.) according to your specific needs, or to develop and maintain a complete set of user management and permissions yourself. control system.
+
+5. We encourage all developers to follow best practices to keep user data secure, but this is beyond the scope of this project. Therefore, always take appropriate security measures when handling sensitive information.
+
+6. Users are responsible for the security configuration in their applications, including but not limited to user account management, password policies, access control lists, etc.
+
+7. The project authors and contributors are not legally responsible for any direct or indirect losses caused by the use of this software.
+
+
+Please read and understand all the contents of this disclaimer carefully before using this software, thank you for your understanding and support.
+
+ 

LICENSE

@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2023 magic.chen
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

MANIFEST.in

@@ -0,0 +1,3 @@
+include LICENSE
+include README.md
+include requirements.txt

Makefile

@@ -0,0 +1,137 @@
+.DEFAULT_GOAL := help
+
+SHELL=/bin/bash
+VENV = .venv.make
+
+# Detect the operating system and set the virtualenv bin directory
+ifeq ($(OS),Windows_NT)
+	VENV_BIN=$(VENV)/Scripts
+else
+	VENV_BIN=$(VENV)/bin
+endif
+
+setup: $(VENV)/bin/activate
+
+$(VENV)/bin/activate: $(VENV)/.venv-timestamp
+
+$(VENV)/.venv-timestamp: uv.lock
+	# Create new virtual environment if setup.py has changed
+	uv venv --python 3.11 $(VENV)
+	uv pip install --prefix $(VENV) ruff
+	uv pip install --prefix $(VENV) mypy
+	uv pip install --prefix $(VENV) pytest
+	touch $(VENV)/.venv-timestamp
+
+testenv: $(VENV)/.testenv
+
+$(VENV)/.testenv: $(VENV)/bin/activate
+	# check uv version and use appropriate parameters
+	if . $(VENV_BIN)/activate && uv sync --help | grep -q -- "--active"; then \
+		. $(VENV_BIN)/activate && uv sync --active --all-packages \
+			--extra "base" \
+			--extra "proxy_openai" \
+			--extra "rag" \
+			--extra "storage_chromadb" \
+			--extra "dbgpts" \
+			--link-mode=copy; \
+	else \
+		. $(VENV_BIN)/activate && uv sync --all-packages \
+			--extra "base" \
+			--extra "proxy_openai" \
+			--extra "rag" \
+			--extra "storage_chromadb" \
+			--extra "dbgpts" \
+			--link-mode=copy; \
+	fi
+	cp .devcontainer/dbgpt.pth $(VENV)/lib/python3.11/site-packages
+	touch $(VENV)/.testenv
+
+
+.PHONY: fmt
+fmt: setup ## Format Python code
+	# Format code
+	$(VENV_BIN)/ruff format packages
+	$(VENV_BIN)/ruff format --exclude="examples/notebook" examples
+	$(VENV_BIN)/ruff format i18n
+	$(VENV_BIN)/ruff format scripts/update_version_all.py
+	$(VENV_BIN)/ruff format install_help.py
+	# Sort imports
+	$(VENV_BIN)/ruff check --select I --fix packages
+	$(VENV_BIN)/ruff check --select I --fix --exclude="examples/notebook" examples
+	$(VENV_BIN)/ruff check --select I --fix i18n
+	$(VENV_BIN)/ruff check --select I --fix scripts/update_version_all.py
+	$(VENV_BIN)/ruff check --select I --fix install_help.py
+
+	$(VENV_BIN)/ruff check --fix packages \
+		--exclude="packages/dbgpt-serve/src/**"
+
+	$(VENV_BIN)/ruff check --fix packages/dbgpt-serve --ignore F811,F841
+
+	# Not need to check examples/notebook
+	#$(VENV_BIN)/ruff check --fix --exclude="examples/notebook" examples
+
+.PHONY: fmt-check
+fmt-check: setup ## Check Python code formatting and style without making changes
+	$(VENV_BIN)/ruff format --check packages
+	$(VENV_BIN)/ruff format --check --exclude="examples/notebook" examples
+	$(VENV_BIN)/ruff check --select I packages
+	$(VENV_BIN)/ruff check --select I --exclude="examples/notebook" examples
+	$(VENV_BIN)/ruff check --fix packages \
+		--exclude="packages/dbgpt-serve/src/**"
+
+	$(VENV_BIN)/ruff check --fix packages/dbgpt-serve --ignore F811,F841
+
+
+.PHONY: pre-commit
+pre-commit: fmt-check test test-doc mypy ## Run formatting and unit tests before committing
+
+test: $(VENV)/.testenv ## Run unit tests
+	$(VENV_BIN)/pytest --pyargs dbgpt
+
+.PHONY: test-doc
+test-doc: $(VENV)/.testenv ## Run doctests
+	# -k "not test_" skips tests that are not doctests.
+	$(VENV_BIN)/pytest --doctest-modules -k "not test_" packages
+
+.PHONY: mypy
+mypy: $(VENV)/.testenv ## Run mypy checks
+	# https://github.com/python/mypy
+	$(VENV_BIN)/mypy --config-file .mypy.ini --ignore-missing-imports packages/dbgpt-core/
+	# $(VENV_BIN)/mypy --config-file .mypy.ini dbgpt/rag/ dbgpt/datasource/ dbgpt/client/ dbgpt/agent/ dbgpt/vis/ dbgpt/experimental/
+	# rag depends on core and storage, so we not need to check it again.
+	# $(VENV_BIN)/mypy --config-file .mypy.ini dbgpt/storage/
+	# $(VENV_BIN)/mypy --config-file .mypy.ini dbgpt/core/
+	# TODO: More package checks with mypy.
+
+.PHONY: coverage
+coverage: setup ## Run tests and report coverage
+	$(VENV_BIN)/pytest --pyargs dbgpt --cov=dbgpt
+
+.PHONY: clean
+clean: ## Clean up the environment
+	rm -rf $(VENV)
+	find . -type f -name '*.pyc' -delete
+	find . -type d -name '__pycache__' -delete
+	# find . -type d -name '.pytest_cache' -delete
+	find . -type d -name '.coverage' -delete
+
+.PHONY: clean-dist
+clean-dist: ## Clean up the distribution
+	rm -rf dist/ *.egg-info build/
+
+.PHONY: build 
+build: clean-dist ## Package the project for distribution
+	uv build --all-packages
+
+.PHONY: publish
+publish: build ## Upload the package to PyPI
+	uv publish
+
+.PHONY: publish-test
+publish-test: build ## Upload the package to PyPI
+	uv publish --index testpypi
+
+.PHONY: help
+help:  ## Display this help screen
+	@echo "Available commands:"
+	@grep -E '^[a-z.A-Z_-]+:.*?## .*$$' $(MAKEFILE_LIST) | awk 'BEGIN {FS = ":.*?## "}; {printf "  \033[36m%-18s\033[0m %s\n", $$1, $$2}' | sort

README.hi.md

@@ -0,0 +1,379 @@
+<img src="./assets/LOGO_SMALL.png" alt="Logo" style="vertical-align: middle; height: 24px;" /> DB-GPT: AI Native Data App Development framework with AWEL and Agents
+
+<p align="left">
+  <img src="./assets/dbgpt_vision.png" width="100%" />
+</p>
+
+<div align="center">
+  <p>
+    <a href="https://github.com/eosphoros-ai/DB-GPT">
+        <img alt="stars" src="https://img.shields.io/github/stars/eosphoros-ai/db-gpt?style=social" />
+    </a>
+    <a href="https://github.com/eosphoros-ai/DB-GPT">
+        <img alt="forks" src="https://img.shields.io/github/forks/eosphoros-ai/db-gpt?style=social" />
+    </a>
+    <a href="http://dbgpt.cn/">
+        <img alt="Official Website" src="https://img.shields.io/badge/Official%20website-DB--GPT-blue?style=flat&labelColor=3366CC" />
+    </a>
+    <a href="https://opensource.org/licenses/MIT">
+      <img alt="License: MIT" src="https://img.shields.io/github/license/eosphoros-ai/db-gpt?style=flat&labelColor=009966&color=009933" />
+    </a>
+     <a href="https://github.com/eosphoros-ai/DB-GPT/releases">
+      <img alt="Release Notes" src="https://img.shields.io/github/v/release/eosphoros-ai/db-gpt?style=flat&labelColor=FF9933&color=FF6633" />
+    </a>
+    <a href="https://github.com/eosphoros-ai/DB-GPT/issues">
+      <img alt="Open Issues" src="https://img.shields.io/github/issues-raw/eosphoros-ai/db-gpt?style=flat&labelColor=666666&color=333333" />
+    </a>
+    <a href="https://x.com/DBGPT_AI">
+      <img alt="X (formerly Twitter) Follow" src="https://img.shields.io/twitter/follow/DBGPT_AI" />
+    </a>
+    <a href="https://medium.com/@dbgpt0506">
+      <img alt="Medium Follow" src="https://badgen.net/badge/Medium/DB-GPT/333333?icon=medium&labelColor=666666" />
+    </a>
+    <a href="https://space.bilibili.com/3537113070963392">
+      <img alt="Bilibili Space" src="https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fapi.bilibili.com%2Fx%2Frelation%2Fstat%3Fvmid%3D3537113070963392&query=data.follower&style=flat&logo=bilibili&logoColor=white&label=Bilibili%20Fans&labelColor=F37697&color=6495ED" />
+    </a>
+    <a href="https://join.slack.com/t/slack-inu2564/shared_invite/zt-29rcnyw2b-N~ubOD9kFc7b7MDOAM1otA">
+      <img alt="Slack" src="https://img.shields.io/badge/Slack-Join%20us-5d6b98?style=flat&logo=slack&labelColor=7d89b0" />
+    </a>
+    <a href="https://codespaces.new/eosphoros-ai/DB-GPT">
+      <img alt="Open in GitHub Codespaces" src="https://github.com/codespaces/badge.svg" />
+    </a>
+  </p>
+
+
+[![English](https://img.shields.io/badge/English-d9d9d9?style=flat-square)](README.md)
+[![简体中文](https://img.shields.io/badge/简体中文-d9d9d9?style=flat-square)](README.zh.md)
+[![日本語](https://img.shields.io/badge/日本語-d9d9d9?style=flat-square)](README.ja.md) 
+
+[**दस्तावेज़**](http://docs.dbgpt.cn/docs/overview/) | [**हमसे संपर्क करें**](https://github.com/eosphoros-ai/DB-GPT/blob/main/README.zh.md#%E8%81%94%E7%B3%BB%E6%88%91%E4%BB%AC) | [**समुदाय**](https://github.com/eosphoros-ai/community) | [**पेपर**](https://arxiv.org/pdf/2312.17449.pdf)
+
+</div>
+
+## DB-GPT क्या है?
+
+🤖 **DB-GPT AWEL (Agentic Workflow Expression Language) और एजेंटों के साथ एक ओपन सोर्स AI नेटिव डेटा ऐप डेवलपमेंट फ्रेमवर्क है**। 
+
+उद्देश्य बड़े मॉडलों के क्षेत्र में बुनियादी ढांचा बनाना है, मल्टी-मॉडल प्रबंधन (SMMF), Text2SQL प्रभाव अनुकूलन, RAG फ्रेमवर्क और अनुकूलन, मल्टी-एजेंट फ्रेमवर्क सहयोग, AWEL (एजेंट वर्कफ्लो ऑर्केस्ट्रेशन) आदि जैसे कई तकनीकी क्षमताओं के विकास के माध्यम से। जो बड़े मॉडल अनुप्रयोगों को डेटा के साथ सरल और अधिक सुविधाजनक बनाता है।
+
+🚀 **डेटा 3.0 युग में, मॉडलों और डेटाबेस पर आधारित, उद्यम और डेवलपर्स कम कोड के साथ अपने खुद के विशेष अनुप्रयोग बना सकते हैं।**
+
+### परिचय 
+DB-GPT की वास्तुकला निम्नलिखित चित्र में दिखाई गई है:
+
+<p align="center">
+  <img src="./assets/dbgpt.png" width="800" />
+</p>
+
+कोर क्षमताओं में निम्नलिखित भाग शामिल हैं:
+
+- **RAG (Retrieval Augmented Generation)**: RAG वर्तमान में सबसे व्यावहारिक रूप से कार्यान्वित और अत्यंत आवश्यक डोमेन है। DB-GPT ने पहले ही RAG पर आधारित एक फ्रेमवर्क लागू किया है, जो उपयोगकर्ताओं को DB-GPT की RAG क्षमताओं का उपयोग करके ज्ञान-आधारित अनुप्रयोग बनाने की अनुमति देता है।
+
+- **GBI (Generative Business Intelligence)**: जनरेटिव BI DB-GPT परियोजना की कोर क्षमताओं में से एक है, जो उद्यम रिपोर्ट विश्लेषण और व्यावसायिक अंतर्दृष्टि बनाने के लिए आधारभूत डेटा बुद्धिमत्ता तकनीक प्रदान करता है।
+
+- **फाइन-ट्यूनिंग फ्रेमवर्क**: मॉडल फाइन-ट्यूनिंग किसी भी उद्यम के लिए लंबवत और विशिष्ट डोमेन में कार्यान्वित करने के लिए एक अनिवार्य क्षमता है। DB-GPT एक पूर्ण फाइन-ट्यूनिंग फ्रेमवर्क प्रदान करता है जो DB-GPT परियोजना के साथ सहज रूप से एकीकृत होता है। हालिया फाइन-ट्यूनिंग प्रयासों में, स्पाइडर डेटासेट पर आधारित एक सटीकता दर 82.5% हासिल की गई है।
+
+- **डेटा-ड्रिवन मल्टी-एजेंट फ्रेमवर्क**: DB-GPT एक डेटा-ड्रिवन स्व-विकासशील मल्टी-एजेंट फ्रेमवर्क प्रदान करता है, जिसका उद्देश्य निरंतर डेटा पर आधारित निर्णय लेना और निष्पादित करना है।
+
+- **डेटा फैक्टरी**: डेटा फैक्टरी मुख्य रूप से बड़े मॉडलों के युग में विश्वसनीय ज्ञान और डेटा को साफ करने और संसाधित करने के बारे में है।
+
+- **डेटा स्रोत**: विभिन्न डेटा स्रोतों को एकीकृत करना ताकि उत्पादन व्यावसायिक डेटा को DB-GPT की कोर क्षमताओं से सहज रूप से जोड़ा जा सके।
+
+#### सबमॉड्यूल
+- [DB-GPT-Hub](https://github.com/eosphoros-ai/DB-GPT-Hub) बड़े भाषा मॉडलों (LLMs) पर पर्यवेक्षित फाइन-ट्यूनिंग (SFT) लागू करके उच्च प्रदर्शन के साथ Text-to-SQL वर्कफ्लो।
+
+- [dbgpts](https://github.com/eosphoros-ai/dbgpts)  dbgpts आधिकारिक रिपॉजिटरी है जिसमें कुछ डेटा ऐप्स, AWEL ऑपरेटर्स, AWEL वर्कफ्लो टेम्प्लेट और एजेंट शामिल हैं जो DB-GPT पर बनाए गए हैं।
+
+#### डीपविकी
+- [DB-GPT](https://deepwiki.com/eosphoros-ai/DB-GPT)
+- [DB-GPT-HUB](https://deepwiki.com/eosphoros-ai/DB-GPT-Hub)
+- [dbgpts](https://deepwiki.com/eosphoros-ai/dbgpts)
+
+
+#### Text2SQL फाइनट्यून
+
+  |     LLM     |  समर्थित  | 
+  |:-----------:|:-----------:|
+  |    LLaMA    |      ✅     |
+  |   LLaMA-2   |      ✅     | 
+  |    BLOOM    |      ✅     | 
+  |   BLOOMZ    |      ✅     | 
+  |   Falcon    |      ✅     | 
+  |  Baichuan   |      ✅     | 
+  |  Baichuan2  |      ✅     | 
+  |  InternLM   |      ✅     |
+  |    Qwen     |      ✅     | 
+  |   XVERSE    |      ✅     | 
+  |  ChatGLM2   |      ✅     |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
+
+
+[Text2SQL फाइनट्यून के बारे में अधिक जानकारी](https://github.com/eosphoros-ai/DB-GPT-Hub)
+
+- [DB-GPT-Plugins](https://github.com/eosphoros-ai/DB-GPT-Plugins) DB-GPT प्लगइन्स जो Auto-GPT प्लगइन को सीधे चला सकते हैं
+- [GPT-Vis](https://github.com/eosphoros-ai/GPT-Vis) विज़ुअलाइज़ेशन प्रोटोकॉल
+
+### AI-नेटिव डेटा ऐप 
+---
+- 🔥🔥🔥 [रिलीज़ V0.7.0 | महत्वपूर्ण अपग्रेड का एक सेट](http://docs.dbgpt.cn/blog/db-gpt-v070-release)
+  - [MCP प्रोटोकॉल का समर्थन](https://github.com/eosphoros-ai/DB-GPT/pull/2497)
+  - [DeepSeek R1 का समर्थन](https://github.com/deepseek-ai/DeepSeek-R1)
+  - [QwQ-32B का समर्थन](https://huggingface.co/Qwen/QwQ-32B)
+  - [बुनियादी मॉड्यूल को रिफैक्टर करें]()
+    - [dbgpt-app](./packages/dbgpt-app)
+    - [dbgpt-core](./packages/dbgpt-core)
+    - [dbgpt-serve](./packages/dbgpt-serve)
+    - [dbgpt-client](./packages/dbgpt-client)
+    - [dbgpt-accelerator](./packages/dbgpt-accelerator)
+    - [dbgpt-ext](./packages/dbgpt-ext)
+---
+
+## क्यों DB-GPT?
+
+### 1. एजेंटिक डेटा विश्लेषण
+कार्यों की योजना बनाएं, कार्य को चरणों में विभाजित करें, टूल्स को कॉल करें, और विश्लेषण वर्कफ़्लो को अंत तक पूरा करें।
+![csv_data_analysis_demo](https://github.com/user-attachments/assets/4921fa40-20f7-4a9c-b908-c0b4e7caa9d6)
+
+### 2. स्वायत्त SQL + कोड निष्पादन
+डेटा को क्वेरी करने, डेटासेट साफ़ करने, मेट्रिक्स की गणना करने और आउटपुट उत्पन्न करने के लिए SQL और कोड जenerate करें।
+![agentic_write_code](https://github.com/user-attachments/assets/aeebc2b8-6c50-4ebb-96fd-07b860faa044)
+![sql_query](https://github.com/user-attachments/assets/da45de20-3768-4f0d-ab20-e939ddf21361)
+
+### 3. मल्टी-सोर्स डेटा एक्सेस
+संरचित और असंरचित स्रोतों के साथ काम करें, जिसमें डेटाबेस, स्प्रेडशीट, दस्तावेज़ और नॉलेज बेस शामिल हैं।
+
+### 4. स्किल्स-संचालित एक्स्टेंसिबिलिटी
+डोमेन ज्ञान, विश्लेषण विधियों और निष्पादन वर्कफ़्लो को पुन: प्रयोज्य स्किल्स में पैकेज करें।
+
+![import_github_skill](https://github.com/user-attachments/assets/39f39c36-a014-4a2e-8e14-b3af3f1d2f1c)
+
+![agent_browse_use](https://github.com/user-attachments/assets/21864e9f-2179-4f6f-910f-18463ec2b46e)
+
+### 5. सैंडबॉक्स्ड निष्पादन
+सुरक्षित, अधिक विश्वसनीय विश्लेषण के लिए अलग-थलग वातावरण में कोड और टूल्स चलाएं।
+![sandbox](https://github.com/user-attachments/assets/bfbd78e0-15e2-42ac-876f-5b91847aadc1)
+
+
+## इंस्टॉलेशन / क्विक स्टार्ट 
+![Docker](https://img.shields.io/badge/docker-%230db7ed.svg?style=for-the-badge&logo=docker&logoColor=white)
+![Linux](https://img.shields.io/badge/Linux-FCC624?style=for-the-badge&logo=linux&logoColor=black)
+![macOS](https://img.shields.io/badge/mac%20os-000000?style=for-the-badge&logo=macos&logoColor=F0F0F0)
+![Windows](https://img.shields.io/badge/Windows-0078D6?style=for-the-badge&logo=windows&logoColor=white)
+
+[**उपयोग ट्यूटोरियल**](http://docs.dbgpt.cn/docs/overview)
+- [**इंस्टॉल**](http://docs.dbgpt.cn/docs/installation)
+  - [Docker](http://docs.dbgpt.cn/docs/installation/docker)
+  - [सोर्स कोड](http://docs.dbgpt.cn/docs/installation/sourcecode)
+- [**क्विकस्टार्ट**](http://docs.dbgpt.cn/docs/quickstart)
+- [**अनुप्रयोग**](http://docs.dbgpt.cn/docs/operation_manual)
+  - [डेवलपमेंट गाइड](http://docs.dbgpt.cn/docs/cookbook/app/data_analysis_app_develop) 
+  - [ऐप उपयोग](http://docs.dbgpt.cn/docs/application/app_usage)
+  - [AWEL फ्लो उपयोग](http://docs.dbgpt.cn/docs/application/awel_flow_usage)
+- [**डिबगिंग**](http://docs.dbgpt.cn/docs/operation_manual/advanced_tutorial/debugging)
+- [**उन्नत उपयोग**](http://docs.dbgpt.cn/docs/application/advanced_tutorial/cli)
+  - [SMMF](http://docs.dbgpt.cn/docs/application/advanced_tutorial/smmf)
+  - [फाइनट्यून](http://docs.dbgpt.cn/docs/application/fine_tuning_manual/dbgpt_hub)
+  - [AWEL](http://docs.dbgpt.cn/docs/awel/tutorial)
+
+
+## विशेषताएं
+
+वर्तमान में, हमने अपनी वर्तमान क्षमताओं को प्रदर्शित करने के लिए कई प्रमुख विशेषताओं का परिचय दिया है:
+- **प्राइवेट डोमेन Q&A & डेटा प्रोसेसिंग**
+
+  DB-GPT परियोजना ज्ञान आधार निर्माण में सुधार करने और संरचित और असंरचित डेटा दोनों के कुशल भंडारण और पुनर्प्राप्ति को सक्षम करने के लिए डिज़ाइन की गई कार्यक्षमताओं की एक श्रृंखला प्रदान करती है। इन कार्यक्षमताओं में कई फ़ाइल स्वरूपों को अपलोड करने के लिए अंतर्निहित समर्थन, कस्टम डेटा एक्सट्रैक्शन प्लग-इन्स को एकीकृत करने की क्षमता, और बड़ी मात्रा में जानकारी को प्रभावी ढंग से प्रबंधित करने के लिए एकीकृत वेक्टर भंडारण और पुनर्प्राप्ति क्षमताएं शामिल हैं।
+
+- **मल्टी-डेटा स्रोत & GBI (जनरेटिव बिजनेस इंटेलिजेंस)**
+
+  DB-GPT परियोजना Excel, डेटाबेस और डेटा गोदाम सहित विविध डेटा स्रोतों के साथ सहज प्राकृतिक भाषा इंटरैक्शन को सुविधाजनक बनाती है। यह इन स्रोतों से जानकारी को क्वेरी और पुनर्प्राप्त करने की प्रक्रिया को सरल बनाता है, उपयोगकर्ताओं को सहज बातचीत में संलग्न होने और अंतर्दृष्टि प्राप्त करने में सक्षम बनाता है। इसके अलावा, DB-GPT विश्लेषणात्मक रिपोर्ट उत्पन्न करने का समर्थन करता है, उपयोगकर्ताओं को मूल्यवान डेटा सारांश और व्याख्याएं प्रदान करता है।
+
+- **मल्टी-एजेंट और प्लगइन्स**
+
+  यह विभिन्न कार्यों को करने के लिए कस्टम प्लग-इन्स का समर्थन प्रदान करता है और मूल रूप से Auto-GPT प्लग-इन मॉडल को एकीकृत करता है। एजेंट प्रोटोकॉल एजेंट प्रोटोकॉल मानक का पालन करता है।
+
+- **स्वचालित फाइन-ट्यूनिंग text2SQL**
+
+  हमने बड़े भाषा मॉडलों (LLMs), Text2SQL डेटासेट, LoRA/QLoRA/Pturning और अन्य फाइन-ट्यूनिंग विधियों पर केंद्रित एक स्वचालित फाइन-ट्यूनिंग हल्का फ्रेमवर्क विकसित किया है। यह फ्रेमवर्क Text-to-SQL फाइन-ट्यूनिंग को सरल बनाता है, इसे एक असेंबली लाइन प्रक्रिया जितना सरल बनाता है। [DB-GPT-Hub](https://github.com/eosphoros-ai/DB-GPT-Hub)
+
+  - **SMMF (सर्विस-ओरिएंटेड मल्टी-मॉडल मैनेजमेंट फ्रेमवर्क)**
+
+    हम व्यापक मॉडल समर्थन प्रदान करते हैं, जिसमें ओपन-सोर्स और API एजेंट दोनों से दर्जनों बड़े भाषा मॉडल (LLMs) शामिल हैं, जैसे LLaMA/LLaMA2, Baichuan, ChatGLM, Wenxin, Tongyi, Zhipu, और कई अन्य। 
+
+  - समाचार
+    <table>
+      <thead>
+        <tr>
+          <th>प्रदाता</th>
+          <th>समर्थित</th>
+          <th>मॉडल</th>
+        </tr>
+      </thead>
+      <tbody>
+        <tr>
+          <td align="center" valign="middle">DeepSeek</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-0528">DeepSeek-R1-0528</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-V3-0324">DeepSeek-V3-0324</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1">DeepSeek-R1</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-V3">DeepSeek-V3</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-70B">DeepSeek-R1-Distill-Llama-70B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B">DeepSeek-R1-Distill-Qwen-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Instruct">DeepSeek-Coder-V2-Instruct</a><br/>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Qwen</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-235B-A22B">Qwen3-235B-A22B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-30B-A3B">Qwen3-30B-A3B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-32B">Qwen3-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/QwQ-32B">QwQ-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct">Qwen2.5-Coder-32B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-Coder-14B-Instruct">Qwen2.5-Coder-14B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-72B-Instruct">Qwen2.5-72B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-32B-Instruct">Qwen2.5-32B-Instruct</a><br/>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">GLM</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/GLM-Z1-32B-0414">GLM-Z1-32B-0414</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/GLM-4-32B-0414">GLM-4-32B-0414</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/glm-4-9b-chat">Glm-4-9b-chat</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Llama</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-405B-Instruct">Meta-Llama-3.1-405B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-70B-Instruct">Meta-Llama-3.1-70B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct">Meta-Llama-3.1-8B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct">Meta-Llama-3-70B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct">Meta-Llama-3-8B-Instruct</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Gemma</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2-27b-it">gemma-2-27b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2-9b-it">gemma-2-9b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-7b-it">gemma-7b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2b-it">gemma-2b-it</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Yi</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-34B-Chat">Yi-1.5-34B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-9B-Chat">Yi-1.5-9B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-6B-Chat">Yi-1.5-6B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-34B-Chat">Yi-34B-Chat</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Starling</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/Nexusflow/Starling-LM-7B-beta">Starling-LM-7B-beta</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">SOLAR</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/upstage/SOLAR-10.7B-Instruct-v1.0">SOLAR-10.7B</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Mixtral</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1">Mixtral-8x7B</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Phi</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/collections/microsoft/phi-3-6626e15e9585a200d2d761e3">Phi-3</a>
+          </td>
+        </tr>
+      </tbody>
+    </table>
+
+- [अधिक समर्थित LLMs](http://docs.dbgpt.site/docs/modules/smmf)
+
+- **गोपनीयता और सुरक्षा**
+  
+  हम विभिन्न तकनीकों के कार्यान्वयन के माध्यम से डेटा की गोपनीयता और सुरक्षा सुनिश्चित करते हैं, जिसमें निजीकरण बड़े मॉडल और प्रॉक्सी डेसेंसिटाइज़ेशन शामिल हैं।
+
+- समर्थित डेटा स्रोत
+  - [डेटा स्रोत](http://docs.dbgpt.cn/docs/modules/connections)
+
+## छवि
+🌐 [AutoDL छवि](https://www.codewithgpu.com/i/eosphoros-ai/DB-GPT/dbgpt)
+
+
+
+## योगदान
+
+- नए योगदान के लिए विस्तृत दिशानिर्देशों की जांच करने के लिए, कृपया [कैसे योगदान करें](https://github.com/eosphoros-ai/DB-GPT/blob/main/CONTRIBUTING.md) देखें
+
+### योगदानकर्ता दीवार
+<a href="https://github.com/eosphoros-ai/DB-GPT/graphs/contributors">
+  <img src="https://contrib.rocks/image?repo=eosphoros-ai/DB-GPT&max=200" />
+</a>
+
+
+## लाइसेंस
+MIT लाइसेंस (MIT)
+
+## डिस्क्लेमर
+- [डिस्क्लेमर](./DISCKAIMER.md)
+
+## उद्धरण
+यदि आप DB-GPT की समग्र वास्तुकला को समझना चाहते हैं, तो कृपया <a href="https://arxiv.org/abs/2312.17449" target="_blank">पेपर</a> और <a href="https://arxiv.org/abs/2404.10209" target="_blank">पेपर</a> का उद्धरण करें
+
+यदि आप एजेंट विकास के लिए DB-GPT का उपयोग सीखना चाहते हैं, तो कृपया <a href="https://arxiv.org/abs/2412.13520" target="_blank">पेपर</a> का उद्धरण करें
+```bibtex
+@article{xue2023dbgpt,
+      title={DB-GPT: Empowering Database Interactions with Private Large Language Models}, 
+      author={Siqiao Xue and Caigao Jiang and Wenhui Shi and Fangyin Cheng and Keting Chen and Hongjun Yang and Zhiping Zhang and Jianshan He and Hongyang Zhang and Ganglin Wei and Wang Zhao and Fan Zhou and Danrui Qi and Hong Yi and Shaodong Liu and Faqiang Chen},
+      year={2023},
+      journal={arXiv preprint arXiv:2312.17449},
+      url={https://arxiv.org/abs/2312.17449}
+}
+@misc{huang2024romasrolebasedmultiagentdatabase,
+      title={ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning}, 
+      author={Yi Huang and Fangyin Cheng and Fan Zhou and Jiahui Li and Jian Gong and Hongjun Yang and Zhidong Fan and Caigao Jiang and Siqiao Xue and Faqiang Chen},
+      year={2024},
+      eprint={2412.13520},
+      archivePrefix={arXiv},
+      primaryClass={cs.AI},
+      url={https://arxiv.org/abs/2412.13520}, 
+}
+@inproceedings{xue2024demonstration,
+      title={Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models}, 
+      author={Siqiao Xue and Danrui Qi and Caigao Jiang and Wenhui Shi and Fangyin Cheng and Keting Chen and Hongjun Yang and Zhiping Zhang and Jianshan He and Hongyang Zhang and Ganglin Wei and Wang Zhao and Fan Zhou and Hong Yi and Shaodong Liu and Hongjun Yang and Faqiang Chen},
+      year={2024},
+      booktitle = "Proceedings of the VLDB Endowment",
+      url={https://arxiv.org/abs/2404.10209}
+}
+```
+
+
+## संपर्क जानकारी
+DB-GPT में योगदान करने वाले सभी लोगों को धन्यवाद! आपकी विचार, कोड, टिप्पणियां, और यहां तक कि घटनाओं और सोशल प्लेटफार्मों पर उन्हें साझा करना DB-GPT को बेहतर बना सकता है।
+हम एक समुदाय बनाने पर काम कर रहे हैं, यदि आपके पास समुदाय बनाने के लिए कोई विचार हैं, तो कृपया हमसे संपर्क करें।  
+
+- [GitHub मुद्दे](https://github.com/eosphoros-ai/DB-GPT/issues) ⭐️: GB-DPT का उपयोग करने के बारे में प्रश्नों के लिए, CONTRIBUTING देखें।  
+- [GitHub चर्चाएं](https://github.com/orgs/eosphoros-ai/discussions) ⭐️: अपना अनुभव या अद्वितीय ऐप्स साझा करें।  
+- [ट्विटर](https://x.com/DBGPT_AI) ⭐️: कृपया हमसे बात करने के लिए स्वतंत्र महसूस करें।  
+
+
+[![स्टार इतिहास चार्ट](https://api.star-history.com/svg?repos=csunny/DB-GPT&type=Date)](https://star-history.com/#csunny/DB-GPT)

README.ja.md

@@ -0,0 +1,368 @@
+# <img src="./assets/LOGO_SMALL.png" alt="Logo" style="vertical-align: middle; height: 24px;" /> DB-GPT: データベースとの対話を革新するプライベートLLM技術
+
+
+<p align="left">
+  <img src="./assets/dbgpt_vision.png" width="100%" />
+</p>
+
+<div align="center">
+  <p>
+    <a href="https://github.com/eosphoros-ai/DB-GPT">
+        <img alt="stars" src="https://img.shields.io/github/stars/eosphoros-ai/db-gpt?style=social" />
+    </a>
+    <a href="https://github.com/eosphoros-ai/DB-GPT">
+        <img alt="forks" src="https://img.shields.io/github/forks/eosphoros-ai/db-gpt?style=social" />
+    </a>
+    <a href="http://dbgpt.cn/">
+        <img alt="Official Website" src="https://img.shields.io/badge/Official%20website-DB--GPT-blue?style=flat&labelColor=3366CC" />
+    </a>
+    <a href="https://opensource.org/licenses/MIT">
+      <img alt="License: MIT" src="https://img.shields.io/github/license/eosphoros-ai/db-gpt?style=flat&labelColor=009966&color=009933" />
+    </a>
+     <a href="https://github.com/eosphoros-ai/DB-GPT/releases">
+      <img alt="Release Notes" src="https://img.shields.io/github/v/release/eosphoros-ai/db-gpt?style=flat&labelColor=FF9933&color=FF6633" />
+    </a>
+    <a href="https://github.com/eosphoros-ai/DB-GPT/issues">
+      <img alt="Open Issues" src="https://img.shields.io/github/issues-raw/eosphoros-ai/db-gpt?style=flat&labelColor=666666&color=333333" />
+    </a>
+    <a href="https://x.com/DBGPT_AI">
+      <img alt="X (formerly Twitter) Follow" src="https://img.shields.io/twitter/follow/DBGPT_AI" />
+    </a>
+    <a href="https://medium.com/@dbgpt0506">
+      <img alt="Medium Follow" src="https://badgen.net/badge/Medium/DB-GPT/333333?icon=medium&labelColor=666666" />
+    </a>
+    <a href="https://space.bilibili.com/3537113070963392">
+      <img alt="Bilibili Space" src="https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fapi.bilibili.com%2Fx%2Frelation%2Fstat%3Fvmid%3D3537113070963392&query=data.follower&style=flat&logo=bilibili&logoColor=white&label=Bilibili%20Fans&labelColor=F37697&color=6495ED" />
+    </a>
+    <a href="https://join.slack.com/t/slack-inu2564/shared_invite/zt-29rcnyw2b-N~ubOD9kFc7b7MDOAM1otA">
+      <img alt="Slack" src="https://img.shields.io/badge/Slack-Join%20us-5d6b98?style=flat&logo=slack&labelColor=7d89b0" />
+    </a>
+    <a href="https://codespaces.new/eosphoros-ai/DB-GPT">
+      <img alt="Open in GitHub Codespaces" src="https://github.com/codespaces/badge.svg" />
+    </a>
+  </p>
+
+[![英語](https://img.shields.io/badge/英語-d9d9d9?style=flat-square)](README.md)
+[![中国語](https://img.shields.io/badge/中国語-d9d9d9?style=flat-square)](README.zh.md)
+[![日本語](https://img.shields.io/badge/日本語-d9d9d9?style=flat-square)](README.ja.md) 
+
+[**ドキュメント**](http://docs.dbgpt.cn/docs/overview/) | [**チームに連絡します**](https://github.com/eosphoros-ai/DB-GPT/blob/main/README.zh.md#%E8%81%94%E7%B3%BB%E6%88%91%E4%BB%AC) | [**コミュニティ**](https://github.com/eosphoros-ai/community) | [**論文**](https://arxiv.org/pdf/2312.17449.pdf)
+
+
+</div>
+
+## DB-GPTとは何か？
+
+🤖 **DB-GPTは、AWEL（エージェントワークフロー式言語）とエージェントを備えたオープンソースのAIネイティブデータアプリ開発フレームワークです。**
+
+大規模モデルの分野でのインフラを構築することを目的としており、SMMF（マルチモデル管理）、Text2SQL効果の最適化、RAGフレームワークと最適化、マルチエージェントフレームワークの協力、AWEL（エージェントワークフローのオーケストレーション）など、複数の技術機能の開発を通じて、データを使用した大規模モデルアプリケーションをよりシンプルで便利にします。
+
+🚀 **データ3.0時代には、モデルとデータベースを基盤として、企業や開発者がより少ないコードで独自のアプリケーションを構築できます。**
+
+### 紹介
+DB-GPTのアーキテクチャは以下の図に示されています：
+
+<p align="center">
+  <img src="./assets/dbgpt.png" width="800" />
+</p>
+
+コア機能には以下の部分が含まれます：
+
+- **RAG（Retrieval Augmented Generation）**：現在、RAGは最も実用的に実装され、緊急に必要とされる領域です。DB-GPTは、RAGの機能を使用して知識ベースのアプリケーションを構築できるようにする、RAGに基づくフレームワークをすでに実装しています。
+
+- **GBI（Generative Business Intelligence）**：Generative BIはDB-GPTプロジェクトのコア機能の1つであり、企業のレポート分析とビジネスインサイトを構築するための基本的なデータインテリジェンス技術を提供します。
+
+- **ファインチューニングフレームワーク**：モデルのファインチューニングは、任意の企業が垂直およびニッチなドメインで実装するために不可欠な機能です。DB-GPTは、DB-GPTプロジェクトとシームレスに統合される完全なファインチューニングフレームワークを提供します。最近のファインチューニングの取り組みでは、Spiderデータセットに基づいて82.5%の実行精度を達成しています。
+
+- **データ駆動型マルチエージェントフレームワーク**：DB-GPTは、データに基づいて継続的に意思決定を行い、実行するためのデータ駆動型自己進化型マルチエージェントフレームワークを提供します。
+
+- **データファクトリー**：データファクトリーは、主に大規模モデルの時代における信頼できる知識とデータのクリーニングと処理に関するものです。
+
+- **データソース**：DB-GPTのコア機能に生産ビジネスデータをシームレスに接続するために、さまざまなデータソースを統合します。
+
+#### サブモジュール
+- [DB-GPT-Hub](https://github.com/eosphoros-ai/DB-GPT-Hub) 大規模言語モデル（LLM）上での教師ありファインチューニング（SFT）を適用することにより、高性能なText-to-SQLワークフロー。
+
+- [dbgpts](https://github.com/eosphoros-ai/dbgpts)  dbgptsは、DB-GPT上で構築されたいくつかのデータアプリ、AWELオペレータ、AWELワークフローテンプレート、およびエージェントを含む公式リポジトリです。
+
+#### DeepWiki
+- [DB-GPT](https://deepwiki.com/eosphoros-ai/DB-GPT)
+- [DB-GPT-HUB](https://deepwiki.com/eosphoros-ai/DB-GPT-Hub)
+- [dbgpts](https://deepwiki.com/eosphoros-ai/dbgpts)
+
+#### Text2SQLファインチューニング
+
+  |     LLM     |  Supported  | 
+  |:-----------:|:-----------:|
+  |    LLaMA    |      ✅     |
+  |   LLaMA-2   |      ✅     | 
+  |    BLOOM    |      ✅     | 
+  |   BLOOMZ    |      ✅     | 
+  |   Falcon    |      ✅     | 
+  |  Baichuan   |      ✅     | 
+  |  Baichuan2  |      ✅     | 
+  |  InternLM   |      ✅     |
+  |    Qwen     |      ✅     | 
+  |   XVERSE    |      ✅     | 
+  |  ChatGLM2   |      ✅     |  
+
+-  SFT精度
+2023年10月10日現在、このプロジェクトを使用して130億パラメータのオープンソースモデルをファインチューニングすることにより、SpiderデータセットでGPT-4を超える実行精度を達成しました！
+
+[Text2SQLファインチューニングに関する詳細情報](https://github.com/eosphoros-ai/DB-GPT-Hub)
+
+- [DB-GPT-Plugins](https://github.com/eosphoros-ai/DB-GPT-Plugins) Auto-GPTプラグインを直接実行できるDB-GPTプラグイン
+- [GPT-Vis](https://github.com/eosphoros-ai/GPT-Vis) 可視化プロトコル
+
+
+### AIネイティブデータアプリ
+- 🔥🔥🔥 [V0.7.0 リリース | 重要なアップグレードのセット](http://docs.dbgpt.cn/blog/db-gpt-v070-release)
+  - [サポート MCP Protocol](https://github.com/eosphoros-ai/DB-GPT/pull/2497)
+  - [サポート DeepSeek R1](https://github.com/deepseek-ai/DeepSeek-R1)
+  - [サポート QwQ-32B](https://huggingface.co/Qwen/QwQ-32B)
+  - [基本モジュールをリファクタリングする]()
+    - [dbgpt-app](./packages/dbgpt-app)
+    - [dbgpt-core](./packages/dbgpt-core)
+    - [dbgpt-serve](./packages/dbgpt-serve)
+    - [dbgpt-client](./packages/dbgpt-client)
+    - [dbgpt-accelerator](./packages/dbgpt-accelerator)
+    - [dbgpt-ext](./packages/dbgpt-ext)
+
+---
+
+## なぜDB-GPTなのか？
+
+### 1. エージェント型データ分析
+タスクを計画し、作業をステップに分解し、ツールを呼び出して、分析ワークフローをエンドツーエンドで完了します。
+![csv_data_analysis_demo](https://github.com/user-attachments/assets/4921fa40-20f7-4a9c-b908-c0b4e7caa9d6)
+
+### 2. 自律型SQL + コード実行
+SQLとコードを生成してデータをクエリし、データセットをクリーン化し、メトリクスを計算し、出力を生成します。
+![agentic_write_code](https://github.com/user-attachments/assets/aeebc2b8-6c50-4ebb-96fd-07b860faa044)
+![sql_query](https://github.com/user-attachments/assets/da45de20-3768-4f0d-ab20-e939ddf21361)
+
+### 3. マルチソースデータアクセス
+構造化データと非構造化データの両方で動作し、データベース、スプレッドシート、ドキュメント、ナレッジベースが含まれます。
+![datasource](./assets/datasources.png)
+
+### 4. スキル駆動の拡張性
+ドメイン知識、分析方法、実行ワークフローを再利用可能なスキルとしてパッケージ化します。
+
+![import_github_skill](https://github.com/user-attachments/assets/39f39c36-a014-4a2e-8e14-b3af3f1d2f1c)
+
+### 5. サンドボックス実行
+分離された環境でコードとツールを実行して、より安全で可靠性の高い分析を実現します。
+![sandbox](https://github.com/user-attachments/assets/bfbd78e0-15e2-42ac-876f-5b91847aadc1)
+
+
+## インストール
+![Docker](https://img.shields.io/badge/docker-%230db7ed.svg?style=for-the-badge&logo=docker&logoColor=white)
+![Linux](https://img.shields.io/badge/Linux-FCC624?style=for-the-badge&logo=linux&logoColor=black)
+![macOS](https://img.shields.io/badge/mac%20os-000000?style=for-the-badge&logo=macos&logoColor=F0F0F0)
+![Windows](https://img.shields.io/badge/Windows-0078D6?style=for-the-badge&logo=windows&logoColor=white)
+
+[**使用チュートリアル**](http://docs.dbgpt.site/docs/overview)
+- [**インストール**](http://docs.dbgpt.site/docs/installation)
+  - [Docker](https://docs.dbgpt.site/docs/installation/docker)
+  - [ソースコード](https://docs.dbgpt.site/docs/installation/sourcecode)
+- [**クイックスタート**](http://docs.dbgpt.site/docs/quickstart)
+- [**アプリケーション**](http://docs.dbgpt.site/docs/operation_manual)
+  - [アプリの使用](https://docs.dbgpt.site/docs/application/app_usage)
+  - [AWELフローの使用](https://docs.dbgpt.site/docs/application/awel_flow_usage)
+- [**デバッグ**](http://docs.dbgpt.site/docs/operation_manual/advanced_tutorial/debugging)
+- [**高度な使用法**](https://docs.dbgpt.site/docs/application/advanced_tutorial/cli)
+  - [SMMF](https://docs.dbgpt.site/docs/application/advanced_tutorial/smmf)
+  - [ファインチューニング](https://docs.dbgpt.site/docs/application/fine_tuning_manual/dbgpt_hub)
+  - [AWEL](http://docs.dbgpt.cn/docs/awel/tutorial)
+
+## 特徴
+
+現在、私たちはいくつかの主要な機能を紹介して、現在の能力を示しています：
+- **プライベートドメインQ&A＆データ処理**
+
+  DB-GPTプロジェクトは、知識ベースの構築を改善し、構造化および非構造化データの両方の効率的なストレージと検索を可能にする一連の機能を提供します。これらの機能には、複数のファイル形式のアップロードのサポート、カスタムデータ抽出プラグインの統合、および大量の情報を効果的に管理するための統一されたベクトルストレージと検索機能が含まれます。
+
+- **マルチデータソース＆GBI（Generative Business Intelligence）**
+
+  DB-GPTプロジェクトは、Excel、データベース、データウェアハウスなどのさまざまなデータソースとの自然言語のシームレスな対話を容易にします。これらのソースから情報を照会および取得するプロセスを簡素化し、直感的な会話を行い、洞察を得ることができます。さらに、DB-GPTは分析レポートの生成をサポートし、ユーザーに貴重なデータの要約と解釈を提供します。
+
+- **マルチエージェント＆プラグイン**
+
+  さまざまなタスクを実行するためのカスタムプラグインのサポートを提供し、Auto-GPTプラグインモデルをネイティブにサポートしています。エージェントプロトコルは、エージェントプロトコル標準に準拠しています。
+
+- **自動ファインチューニングText2SQL**
+
+  私たちはまた、大規模言語モデル（LLM）、Text2SQLデータセット、LoRA/QLoRA/Pturningなどのファインチューニング方法を中心に、自動ファインチューニングの軽量フレームワークを開発しました。このフレームワークは、Text-to-SQLファインチューニングをアセンブリラインのように簡単にします。[DB-GPT-Hub](https://github.com/eosphoros-ai/DB-GPT-Hub)
+
+- **SMMF（サービス指向マルチモデル管理フレームワーク）**
+
+  私たちは、LLaMA/LLaMA2、Baichuan、ChatGLM、Wenxin、Tongyi、Zhipuなど、オープンソースおよびAPIエージェントからの数十の大規模言語モデル（LLM）を含む幅広いモデルをサポートしています。
+
+  - ニュース
+<table>
+      <thead>
+        <tr>
+          <th>Provider</th>
+          <th>Supported</th>
+          <th>Models</th>
+        </tr>
+      </thead>
+      <tbody>
+        <tr>
+          <td align="center" valign="middle">DeepSeek</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-0528">DeepSeek-R1-0528</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-V3-0324">DeepSeek-V3-0324</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1">DeepSeek-R1</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-V3">DeepSeek-V3</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-70B">DeepSeek-R1-Distill-Llama-70B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B">DeepSeek-R1-Distill-Qwen-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Instruct">DeepSeek-Coder-V2-Instruct</a><br/>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Qwen</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-235B-A22B">Qwen3-235B-A22B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-30B-A3B">Qwen3-30B-A3B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-32B">Qwen3-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/QwQ-32B">QwQ-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct">Qwen2.5-Coder-32B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-Coder-14B-Instruct">Qwen2.5-Coder-14B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-72B-Instruct">Qwen2.5-72B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-32B-Instruct">Qwen2.5-32B-Instruct</a><br/>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">GLM</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/GLM-Z1-32B-0414">GLM-Z1-32B-0414</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/GLM-4-32B-0414">GLM-4-32B-0414</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/glm-4-9b-chat">Glm-4-9b-chat</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Llama</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-405B-Instruct">Meta-Llama-3.1-405B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-70B-Instruct">Meta-Llama-3.1-70B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct">Meta-Llama-3.1-8B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct">Meta-Llama-3-70B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct">Meta-Llama-3-8B-Instruct</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Gemma</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2-27b-it">gemma-2-27b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2-9b-it">gemma-2-9b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-7b-it">gemma-7b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2b-it">gemma-2b-it</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Yi</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-34B-Chat">Yi-1.5-34B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-9B-Chat">Yi-1.5-9B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-6B-Chat">Yi-1.5-6B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-34B-Chat">Yi-34B-Chat</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Starling</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/Nexusflow/Starling-LM-7B-beta">Starling-LM-7B-beta</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">SOLAR</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/upstage/SOLAR-10.7B-Instruct-v1.0">SOLAR-10.7B</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Mixtral</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1">Mixtral-8x7B</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Phi</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/collections/microsoft/phi-3-6626e15e9585a200d2d761e3">Phi-3</a>
+          </td>
+        </tr>
+      </tbody>
+    </table>
+  - [サポートされているLLMの詳細](http://docs.dbgpt.site/docs/modules/smmf)
+
+- **プライバシーとセキュリティ**
+
+  私たちは、さまざまな技術を実装することにより、データのプライバシーとセキュリティを確保しています。これには、大規模モデルのプライベート化とプロキシの非識別化が含まれます。
+
+- サポートされているデータソース
+  - [データソース](http://docs.dbgpt.site/docs/modules/connections)
+
+## 画像
+🌐 [AutoDLイメージ](https://www.codewithgpu.com/i/eosphoros-ai/DB-GPT/dbgpt)
+
+## 貢献
+
+- 新しい貢献のための詳細なガイドラインを確認するには、[貢献方法](https://github.com/eosphoros-ai/DB-GPT/blob/main/CONTRIBUTING.md)を参照してください。
+
+### 貢献者ウォール
+<a href="https://github.com/eosphoros-ai/DB-GPT/graphs/contributors">
+  <img src="https://contrib.rocks/image?repo=eosphoros-ai/DB-GPT&max=200" />
+</a>
+
+## ライセンス
+MITライセンス（MIT）
+
+## 引用
+もし`DB-GPT`があなたの研究や開発に役立つと感じた場合、以下の論文を引用してください。
+
+DB-GPTの全体的なアーキテクチャについて知りたい場合は、<a href="https://arxiv.org/abs/2312.17449" target="_blank">論文</a>と<a href="https://arxiv.org/abs/2404.10209" target="_blank">論文</a>を引用してください。
+
+DB-GPTを使用してAgent開発に関する内容について知りたい場合は、<a href="https://arxiv.org/abs/2412.13520" target="_blank">論文</a>を引用してください。 
+```bibtex
+@article{xue2023dbgpt,
+      title={DB-GPT: Empowering Database Interactions with Private Large Language Models}, 
+      author={Siqiao Xue and Caigao Jiang and Wenhui Shi and Fangyin Cheng and Keting Chen and Hongjun Yang and Zhiping Zhang and Jianshan He and Hongyang Zhang and Ganglin Wei and Wang Zhao and Fan Zhou and Danrui Qi and Hong Yi and Shaodong Liu and Faqiang Chen},
+      year={2023},
+      journal={arXiv preprint arXiv:2312.17449},
+      url={https://arxiv.org/abs/2312.17449}
+}
+@misc{huang2024romasrolebasedmultiagentdatabase,
+      title={ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning}, 
+      author={Yi Huang and Fangyin Cheng and Fan Zhou and Jiahui Li and Jian Gong and Hongjun Yang and Zhidong Fan and Caigao Jiang and Siqiao Xue and Faqiang Chen},
+      year={2024},
+      eprint={2412.13520},
+      archivePrefix={arXiv},
+      primaryClass={cs.AI},
+      url={https://arxiv.org/abs/2412.13520}, 
+}
+@inproceedings{xue2024demonstration,
+      title={Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models}, 
+      author={Siqiao Xue and Danrui Qi and Caigao Jiang and Wenhui Shi and Fangyin Cheng and Keting Chen and Hongjun Yang and Zhiping Zhang and Jianshan He and Hongyang Zhang and Ganglin Wei and Wang Zhao and Fan Zhou and Hong Yi and Shaodong Liu and Hongjun Yang and Faqiang Chen},
+      year={2024},
+      booktitle = "Proceedings of the VLDB Endowment",
+      url={https://arxiv.org/abs/2404.10209}
+}
+```
+
+## 連絡先情報
+コミュニティを構築するために取り組んでいます。コミュニティの構築に関するアイデアがあれば、お気軽にお問い合わせください。
+[![](https://dcbadge.vercel.app/api/server/7uQnPuveTY?compact=true&style=flat)](https://discord.gg/7uQnPuveTY)
+
+[![Star History Chart](https://api.star-history.com/svg?repos=csunny/DB-GPT&type=Date)](https://star-history.com/#csunny/DB-GPT)

README.ma.md

@@ -0,0 +1,382 @@
+# <img src="./assets/LOGO_SMALL.png" alt="ലോഗോ" സ്റ്റൈൽ="ലംബ-അലൈൻ: മധ്യഭാഗം; ഉയരം: 24px;" /> DB-GPT: AWEL ഉം ഏജന്റുമാരുമൊത്തുള്ള AI നേറ്റീവ് ഡാറ്റ ആപ്പ് ഡെവലപ്‌മെന്റ് ഫ്രെയിംവർക്ക്
+
+<p align="left">
+
+<img src="./assets/dbgpt_vision.png" width="100%" />
+</p>
+
+<div align="center">
+<p>
+
+<a href="https://github.com/eosphoros-ai/DB-GPT">
+<img alt="stars" src="https://img.shields.io/github/stars/eosphoros-ai/db-gpt?style=social" />
+</a>
+<a href="https://github.com/eosphoros-ai/DB-GPT">
+<img alt="forks" src="https://img.shields.io/github/forks/eosphoros-ai/db-gpt?style=social" />
+</a>
+<a href="http://dbgpt.cn/">
+<img alt="ഔദ്യോഗിക വെബ്‌സൈറ്റ്" src="https://img.shields.io/badge/Official%20website-DB--GPT-blue?style=flat&labelColor=3366CC" />
+</a>
+<a href="https://opensource.org/licenses/MIT">
+<img alt="ലൈസൻസ്: MIT" src="https://img.shields.io/github/license/eosphoros-ai/db-gpt?style=flat&labelColor=009966&color=009933" />
+</a>
+<a href="https://github.com/eosphoros-ai/DB-GPT/releases">
+      <img alt="റിലീസ് നോട്ടുകൾ" src="https://img.shields.io/github/v/release/eosphoros-ai/db-gpt?style=flat&labelColor=FF9933&color=FF6633" />
+    </a>
+    <a href="https://github.com/eosphoros-ai/DB-GPT/issues">
+      <img alt="തുറന്ന പ്രശ്നങ്ങൾ" src="https://img.shields.io/github/issues-raw/eosphoros-ai/db-gpt?style=flat&labelColor=666666&color=333333" />
+    </a>
+    <a href="https://x.com/DBGPT_AI">
+      <img alt="X (മുൻപ് ട്വിറ്റർ) പിന്തുടരുക" src="https://img.shields.io/twitter/follow/DBGPT_AI" />
+    </a>
+    <a href="https://medium.com/@dbgpt0506">
+      <img alt="മീഡിയം പിന്തുടരുക" src="https://badgen.net/badge/Medium/DB-GPT/333333?icon=medium&labelColor=666666" />
+    </a>
+    <a href="https://space.bilibili.com/3537113070963392">
+      <img alt="ബിലിബിലി സ്പേസ്" src="https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fapi.bilibili.com%2Fx%2Frelation%2Fstat%3Fvmid%3D3537113070963392&query=data.follower&style=flat&logo=bilibili&logoColor=white&label=Bilibili%20Fans&labelColor=F37697&color=6495ED" />
+    </a>
+    <a href="https://join.slack.com/t/slack-inu2564/shared_invite/zt-29rcnyw2b-N~ubOD9kFc7b7MDOAM1otA">
+      <img alt="സ്ലാക്ക്" src="https://img.shields.io/badge/Slack-Join%20us-5d6b98?style=flat&logo=slack&labelColor=7d89b0" />
+    </a>
+    <a href="https://codespaces.new/eosphoros-ai/DB-GPT">
+      <img alt="ഗിറ്റ്ഹബ് കോഡ്സ്പേസുകളിൽ തുറക്കുക" src="https://github.com/codespaces/badge.svg" />
+    </a>
+  </p>
+
+
+[![English](https://img.shields.io/badge/English-d9d9d9?style=flat-square)](README.md)
+[![简体中文](https://img.shields.io/badge/简体中文-d9d9d9?style=flat-square)](README.zh.md)
+[![日本語](https://img.shields.io/badge/日本語-d9d9d9?style=flat-square)](README.ja.md) 
+
+[**രേഖകൾ**](http://docs.dbgpt.cn/docs/overview/) | [**ഞങ്ങളെ സമീപിക്കുക**](https://github.com/eosphoros-ai/DB-GPT/blob/main/README.zh.md#%E8%81%94%E7%B3%BB%E6%88%91%E4%BB%AC) | [**സമൂഹം**](https://github.com/eosphoros-ai/community) | [**പേപ്പർ**](https://arxiv.org/pdf/2312.17449.pdf)
+
+</div>
+
+## DB-GPT എന്താണ്?
+
+🤖 **DB-GPT എന്നത് AWEL (Agentic Workflow Expression Language) മറ്റും ഏജന്റുകളും ഉൾപ്പെടുന്ന ഒരു ഓപ്പൺ സോഴ്സ് AI നേറ്റീവ് ഡാറ്റ ആപ്പ് ഡെവലപ്മെന്റ് ഫ്രെയിംവർക്കാണ്**.
+
+ലക്ഷ്യം വലിയ മോഡലുകളുടെ മേഖലയിൽ ഇൻഫ്രാസ്ട്രക്ചർ നിർമ്മിക്കുക എന്നതാണ്, മൾട്ടി-മോഡൽ മാനേജ്മെന്റ് (SMMF), Text2SQL ഇഫക്ട് ഒപ്റ്റിമൈസേഷൻ, RAG ഫ്രെയിംവർക്ക് മറ്റും ഒപ്റ്റിമൈസേഷൻ, മൾട്ടി-ഏജന്റുകൾ ഫ്രെയിംവർക്ക് സഹകരണം, AWEL (ഏജന്റ് വർക്ക്ഫ്ലോ ഓർക്കസ്ട്രേഷൻ) എന്നിവ പോലുള്ള ഒന്നിലധികം സാങ്കേതിക കഴിവുകളുടെ വികസനത്തിലൂടെ. ഇത് വലിയ മോഡൽ ആപ്ലിക്കേഷനുകളെ ഡാറ്റയോടെ ലളിതവും സൗകര്യപ്രദവുമാക്കുന്നു.
+
+🚀 **ഡാറ്റ 3.0 യുഗത്തിൽ, മോഡലുകളും ഡാറ്റാബേസുകളും അടിസ്ഥാനമാക്കി, എന്റർപ്രൈസുകളും ഡെവലപ്പർമാരും കുറച്ച് കോഡോടെ അവരുടെ സ്വന്തം വിശേഷിത ആപ്ലിക്കേഷനുകൾ നിർമ്മിക്കാൻ കഴിയും.**
+
+### ആമുഖം
+DB-GPT-യുടെ ആർക്കിടെക്ചർ ഇനിപ്പറയുന്ന ചിത്രത്തിൽ കാണിച്ചിരിക്കുന്നു:
+
+<p align="center">
+  <img src="./assets/dbgpt.png" width="800" />
+</p>
+
+കോർ കഴിവുകൾ ഇനിപ്പറയുന്ന ഭാഗങ്ങളെ ഉൾക്കൊള്ളുന്നു:
+
+- **RAG (Retrieval Augmented Generation)**: RAG നിലവിൽ ഏറ്റവും പ്രായോഗികമായി നടപ്പിലാക്കിയതും അത്യാവശ്യമായതുമായ ഡൊമെയ്നാണ്. DB-GPT ഇതിനകം RAG അടിസ്ഥാനമാക്കിയ ഒരു ഫ്രെയിംവർക്ക് നടപ്പിലാക്കിയിട്ടുണ്ട്, ഇത് ഉപയോക്താക്കൾക്ക് DB-GPT-യുടെ RAG കഴിവുകൾ ഉപയോഗിച്ച് അറിവ് അടിസ്ഥാനമാക്കിയ ആപ്ലിക്കേഷനുകൾ നിർമ്മിക്കാൻ അനുവദിക്കുന്നു.
+
+- **GBI (Generative Business Intelligence)**: ജനറേറ്റീവ് BI, DB-GPT പ്രോജക്റ്റിന്റെ കോർ കഴിവുകളിൽ ഒന്നാണ്, എന്റർപ്രൈസ് റിപ്പോർട്ട് അനലിസിസ് മറ്റും ബിസിനസ് ഇൻസൈറ്റുകൾ നിർമ്മിക്കുന്നതിനുള്ള അടിസ്ഥാന ഡാറ്റ ഇന്റലിജൻസ് സാങ്കേതികത നൽകുന്നു.
+
+- **ഫൈൻ-ട്യൂണിംഗ് ഫ്രെയിംവർക്ക്**: മോഡൽ ഫൈൻ-ട്യൂണിംഗ് എന്നത് ഏതൊരു എന്റർപ്രൈസും വർട്ടിക്കൽ മറ്റും നിഷ് ഡൊമെയ്നുകളിൽ നടപ്പിലാക്കേണ്ടത് അനിവാര്യമായ കഴിവാണ്. DB-GPT ഒരു പൂർണ്ണ ഫൈൻ-ട്യൂണിംഗ് ഫ്രെയിംവർക്ക് നൽകുന്നു, ഇത് DB-GPT പ്രോജക്റ്റുമായി തടസ്സമില്ലാതെ സംയോജിപ്പിക്കുന്നു. സമീപകാല ഫൈൻ-ട്യൂണിംഗ് ശ്രമങ്ങളിൽ, Spider ഡാറ്റാസെറ്റ് അടിസ്ഥാനമാക്കി 82.5% അക്യുറസി നിരക്ക് നേടിയിട്ടുണ്ട്.
+
+- **ഡാറ്റ-ഡ്രൈവൻ മൾട്ടി-ഏജന്റുകൾ ഫ്രെയിംവർക്ക്**: DB-GPT ഒരു ഡാറ്റ-ഡ്രൈവൻ സെൽഫ്-ഇവോൾവിംഗ് മൾട്ടി-ഏജന്റുകൾ ഫ്രെയിംവർക്ക് നൽകുന്നു, ഇത് ഡാറ്റയെ അടിസ്ഥാനമാക്കി തുടർച്ചയായി തീരുമാനങ്ങൾ എടുത്ത് നടപ്പിലാക്കാൻ ലക്ഷ്യമിടുന്നു.
+
+- **ഡാറ്റ ഫാക്ടറി**: ഡാറ്റ ഫാക്ടറി പ്രധാനമായും വലിയ മോഡലുകളുടെ യുഗത്തിൽ വിശ്വസ്ത അറിവും ഡാറ്റയും ക്ലീൻ ചെയ്യുന്നതും പ്രോസസ്സ് ചെയ്യുന്നതുമാണ്.
+
+- **ഡാറ്റ സോഴ്സുകൾ**: വിവിധ ഡാറ്റ സോഴ്സുകൾ സംയോജിപ്പിച്ച് പ്രൊഡക്ഷൻ ബിസിനസ് ഡാറ്റ DB-GPT-യുടെ കോർ കഴിവുകളിലേക്ക് തടസ്സമില്ലാതെ കണക്ട് ചെയ്യുന്നു.
+
+#### സബ്മോഡ്യൂൾ
+- [DB-GPT-Hub](https://github.com/eosphoros-ai/DB-GPT-Hub) ലാർജ് ലാംഗ്വേജ് മോഡലുകളിൽ (LLMs) സൂപ്പർവൈസ്ഡ് ഫൈൻ-ട്യൂണിംഗ് (SFT) പ്രയോഗിച്ച് ഉയർന്ന പ്രകടനം ഉള്ള Text-to-SQL വർക്ക്ഫ്ലോ.
+
+- [dbgpts](https://github.com/eosphoros-ai/dbgpts)  dbgpts എന്നത് ഔദ്യോഗിക റിപ്പോസിറ്ററിയാണ്, ഇത് DB-GPT-യിൽ നിർമ്മിച്ച ചില ഡാറ്റ ആപ്പുകൾ, AWEL ഓപ്പറേറ്റർമാർ, AWEL വർക്ക്ഫ്ലോ ടെംപ്ലേറ്റുകൾ മറ്റും ഏജന്റുകൾ ഉൾക്കൊള്ളുന്നു.
+
+#### ഡീപ്വിക്കി
+- [DB-GPT](https://deepwiki.com/eosphoros-ai/DB-GPT)
+- [DB-GPT-HUB](https://deepwiki.com/eosphoros-ai/DB-GPT-Hub)
+- [dbgpts](https://deepwiki.com/eosphoros-ai/dbgpts)
+
+
+#### Text2SQL ഫൈൻട്യൂൺ
+
+  |     LLM     |  പിന്തുണയ്ക്കുന്നു  | 
+  |:-----------:|:-----------:|
+  |    LLaMA    |      ✅     |
+  |   LLaMA-2   |      ✅     | 
+  |    BLOOM    |      ✅     | 
+  |   BLOOMZ    |      ✅     | 
+  |   Falcon    |      ✅     | 
+  |  Baichuan   |      ✅     | 
+  |  Baichuan2  |      ✅     | 
+  |  InternLM   |      ✅     |
+  |    Qwen     |      ✅     | 
+  |   XVERSE    |      ✅     | 
+  |  ChatGLM2   |      ✅     |                                                  
+
+[Text2SQL ഫൈൻട്യൂണിനെക്കുറിച്ച് കൂടുതൽ വിവരങ്ങൾ](https://github.com/eosphoros-ai/DB-GPT-Hub)
+
+- [DB-GPT-Plugins](https://github.com/eosphoros-ai/DB-GPT-Plugins) DB-GPT പ്ലഗിനുകൾ, Auto-GPT പ്ലഗിൻ നേരിട്ട് പ്രവർത്തിപ്പിക്കാൻ കഴിയും
+- [GPT-Vis](https://github.com/eosphoros-ai/GPT-Vis) വിഷ്വലൈസേഷൻ പ്രോട്ടോക്കോൾ
+
+### AI-നേറ്റീവ് ഡാറ്റ ആപ്പ് 
+---
+- 🔥🔥🔥 [V0.7.0 റിലീസ് ചെയ്തു | ഒരു കൂട്ടം പ്രധാന അപ്ഗ്രേഡുകൾ](http://docs.dbgpt.cn/blog/db-gpt-v070-release)
+  - [MCP പ്രോട്ടോക്കോൾ പിന്തുണയ്ക്കുക](https://github.com/eosphoros-ai/DB-GPT/pull/2497)
+  - [DeepSeek R1 പിന്തുണയ്ക്കുക](https://github.com/deepseek-ai/DeepSeek-R1)
+  - [QwQ-32B പിന്തുണയ്ക്കുക](https://huggingface.co/Qwen/QwQ-32B)
+  - [അടിസ്ഥാന മൊഡ്യൂളുകൾ റിഫാക്ടർ ചെയ്യുക]()
+    - [dbgpt-app](./packages/dbgpt-app)
+    - [dbgpt-core](./packages/dbgpt-core)
+    - [dbgpt-serve](./packages/dbgpt-serve)
+    - [dbgpt-client](./packages/dbgpt-client)
+    - [dbgpt-accelerator](./packages/dbgpt-accelerator)
+    - [dbgpt-ext](./packages/dbgpt-ext)
+---
+
+## എന്തിനാണ് DB-GPT?
+
+### 1. ഏജന്റ് അധിഷ്ഠിത ഡാറ്റാ അനലിസിസ്
+ടാസ്ക്കുകൾ പ്ലാൻ ചെയ്യുക, വര്ക്ക് സ്റ്റെപ്പുകളായി വിഭജിക്കുക, ടൂളുകൾ വിളിക്കുക, അനലിസിസ് വർക്ക്ഫ്ലോകൾ അവസാനിപ്പിക്കുക.
+![csv_data_analysis_demo](https://github.com/user-attachments/assets/4921fa40-20f7-4a9c-b908-c0b4e7caa9d6)
+
+### 2. സ്വയംപ്രവര്ത്തിക്കുന്ന SQL + കോഡ് എക്സിക്യൂഷന്‍
+ഡാറ്റ ചോദിക്കാനും ഡാറ്റാസെറ്റുകൾ വൃത്തിയാക്കാനും മെട്രിക്കുകൾ കണക്കാക്കാനും ഔട്ട്പുട്ട്കൾ ഉത്പാദിപ്പിക്കാനും SQLഉം കോഡും സൃഷ്ടിക്കുക.
+![agentic_write_code](https://github.com/user-attachments/assets/aeebc2b8-6c50-4ebb-96fd-07b860faa044)
+![sql_query](https://github.com/user-attachments/assets/da45de20-3768-4f0d-ab20-e939ddf21361)
+
+### 3. മൾട്ടി-സോഴ്സ് ഡാറ്റ ആക്സസ്
+സ്ട്രക്ചേഡും അൺസ്ട്രക്ചേഡുമായ സോഴ്സുകളിലൂടെ പ്രവർത്തിക്കുക, ഡാറ്റാബേസുകൾ, സ്പ്രഡ്ഷീറ്റുകൾ, ഡോക്യുമെന്റുകളും നോളജ് ബേസുകളും ഉൾപ്പെടുന്നു.
+
+### 4. സ്കില്ല്-ഡ്രിവന്‍ എക്സ്റ്റെംസിബിലിറ്റി
+ഡൊമെയ്‌ന്‍ അറിവ്, അനലിസിസ് രീതികളും എക്സിക്യൂഷന്‍ വർക്ക്ഫ്ലോകളും പുനരുപയോഗിക്കാവുന്ന സ്കില്ലുകളായി പാക്കേജ് ചെയ്യുക.
+
+![import_github_skill](https://github.com/user-attachments/assets/39f39c36-a014-4a2e-8e14-b3af3f1d2f1c)
+
+![agent_browse_use](https://github.com/user-attachments/assets/21864e9f-2179-4f6f-910f-18463ec2b46e)
+
+### 5. സാന്ഡ്ബോക്സ് എക്സിക്യൂഷന്‍
+കൂടുതൽ സുരക്ഷിതവും കൂടുതൽ വിശ്വസനീയവുമായ അനലിസിസിനായി ഐസോലേറ്റഡ് എൻവയോണ്മെന്റിൽ കോഡും ടൂളുകളും റൺ ചെയ്യുക.
+![sandbox](https://github.com/user-attachments/assets/bfbd78e0-15e2-42ac-876f-5b91847aadc1)
+
+
+## ഇൻസ്റ്റലേഷൻ / ക്വിക്ക് സ്റ്റാർട്ട് 
+![Docker](https://img.shields.io/badge/docker-%230db7ed.svg?style=for-the-badge&logo=docker&logoColor=white)
+![Linux](https://img.shields.io/badge/Linux-FCC624?style=for-the-badge&logo=linux&logoColor=black)
+![macOS](https://img.shields.io/badge/mac%20os-000000?style=for-the-badge&logo=macos&logoColor=F0F0F0)
+![Windows](https://img.shields.io/badge/Windows-0078D6?style=for-the-badge&logo=windows&logoColor=white)
+
+[**ഉപയോഗ ട്യൂട്ടോറിയൽ**](http://docs.dbgpt.cn/docs/overview)
+- [**ഇൻസ്റ്റാൾ ചെയ്യുക**](http://docs.dbgpt.cn/docs/installation)
+  - [Docker](http://docs.dbgpt.cn/docs/installation/docker)
+  - [സോഴ്സ് കോഡ്](http://docs.dbgpt.cn/docs/installation/sourcecode)
+- [**ക്വിക്ക്‌സ്റ്റാർട്ട്**](http://docs.dbgpt.cn/docs/quickstart)
+- [**അപ്ലിക്കേഷൻ**](http://docs.dbgpt.cn/docs/operation_manual)
+  - [ഡെവലപ്‌മെന്റ് ഗൈഡ്](http://docs.dbgpt.cn/docs/cookbook/app/data_analysis_app_develop) 
+  - [അപ്പ് ഉപയോഗം](http://docs.dbgpt.cn/docs/application/app_usage)
+  - [AWEL ഫ്ലോ ഉപയോഗം](http://docs.dbgpt.cn/docs/application/awel_flow_usage)
+- [**ഡീബഗ്ഗിംഗ്**](http://docs.dbgpt.cn/docs/operation_manual/advanced_tutorial/debugging)
+- [**അഡ്വാൻസ്ഡ് ഉപയോഗം**](http://docs.dbgpt.cn/docs/application/advanced_tutorial/cli)
+  - [SMMF](http://docs.dbgpt.cn/docs/application/advanced_tutorial/smmf)
+  - [ഫൈൻട്യൂൺ](http://docs.dbgpt.cn/docs/application/fine_tuning_manual/dbgpt_hub)
+  - [AWEL](http://docs.dbgpt.cn/docs/awel/tutorial)
+
+
+## സവിശേഷതകൾ
+
+ഇപ്പോൾ, ഞങ്ങളുടെ നിലവിലെ കഴിവുകൾ പ്രദർശിപ്പിക്കുന്നതിനായി നിരവധി പ്രധാന സവിശേഷതകൾ ഞങ്ങൾ അവതരിപ്പിച്ചിട്ടുണ്ട്:
+- **സ്വകാര്യ ഡൊമെയ്ൻ Q&A & ഡാറ്റാ പ്രോസസ്സിംഗ്**
+
+  DB-GPT പ്രോജക്റ്റ് നോളജ് ബേസ് നിർമ്മാണം മെച്ചപ്പെടുത്താനും സ്ട്രക്ചർഡ് മറ്റെങ്കിലും അൻസ്ട്രക്ചർഡ് ഡാറ്റയുടെ കാര്യക്ഷമമായ സംഭരണവും വീണ്ടെടുക്കലും സാധ്യമാക്കാനും രൂപകൽപ്പന ചെയ്തിരിക്കുന്ന നിരവധി പ്രവർത്തനങ്ങൾ വാഗ്ദാനം ചെയ്യുന്നു. ഇവയിൽ മൾട്ടിപ്പിൾ ഫയൽ ഫോർമാറ്റുകൾ അപ്‌ലോഡ് ചെയ്യുന്നതിനുള്ള ബിൽറ്റ്-ഇൻ സപ്പോർട്ട്, കസ്റ്റം ഡാറ്റാ എക്സ്ട്രാക്ഷൻ പ്ലഗ്-ഇൻസ് സംയോജിപ്പിക്കാനുള്ള കഴിവ്, മറ്റെങ്കിലും വലിയ അളവിലുള്ള വിവരങ്ങൾ ഫലപ്രദമായി നിയന്ത്രിക്കുന്നതിനുള്ള യൂണിഫൈഡ് വെക്ടർ സംഭരണവും വീണ്ടെടുക്കലും ഉൾപ്പെടുന്നു.
+
+- **മൾട്ടി-ഡാറ്റാ സോഴ്സ് & GBI(ജെനറേറ്റീവ് ബിസിനസ് ഇന്റലിജൻസ്)**
+
+  DB-GPT പ്രോജക്റ്റ് Excel, ഡാറ്റാബേസുകൾ, മറ്റെങ്കിലും ഡാറ്റാ വെയർഹൗസുകൾ എന്നിവയുൾപ്പെടെയുള്ള വൈവിധ്യമാർന്ന ഡാറ്റാ സോഴ്സുകളുമായി സീംലെസ് നാച്ചുറൽ ലാംഗ്വേജ് ഇന്ററാക്ഷൻ സാധ്യമാക്കുന്നു. ഇത് ഈ സോഴ്സുകളിൽ നിന്ന് വിവരങ്ങൾ ചോദ്യം ചെയ്യാനും വീണ്ടെടുക്കാനുമുള്ള പ്രക്രിയയെ ലളിതമാക്കുന്നു, ഉപയോക്താക്കളെ ഇന്റ്യൂട്ടീവ് സംഭാഷണങ്ങളിൽ പങ്കെടുക്കാനും ഇൻസൈറ്റുകൾ നേടാനും പ്രാപ്തരാക്കുന്നു. കൂടാതെ, DB-GPT അനലിറ്റിക്കൽ റിപ്പോർട്ടുകളുടെ ജനറേഷൻ സപ്പോർട്ട് ചെയ്യുന്നു, ഉപയോക്താക്കൾക്ക് മൂല്യവത്തായ ഡാറ്റാ സമ്മറികളും വ്യാഖ്യാനങ്ങളും നൽകുന്നു.
+
+- **മൾട്ടി-ഏജന്റ്സ് & പ്ലഗ്-ഇൻസ്**
+
+  ഇത് വിവിധ ടാസ്ക്കുകൾ നിർവ്വഹിക്കുന്നതിനായി കസ്റ്റം പ്ലഗ്-ഇൻസ് സപ്പോർട്ട് വാഗ്ദാനം ചെയ്യുന്നു, മറ്റെങ്കിലും Auto-GPT പ്ലഗ്-ഇൻ മോഡൽ നേറ്റീവ് ആയി സംയോജിപ്പിച്ചിരിക്കുന്നു. ഏജന്റ്സ് പ്രോട്ടോക്കോൾ ഏജന്റ് പ്രോട്ടോക്കോൾ സ്റ്റാൻഡേർഡ് പാലിക്കുന്നു.
+
+- **ഓട്ടോമേറ്റഡ് ഫൈൻ-ട്യൂണിംഗ് text2SQL**
+
+  ഞങ്ങൾ ലാർജ് ലാംഗ്വേജ് മോഡലുകൾ (LLMs), Text2SQL ഡാറ്റാസെറ്റുകൾ, LoRA/QLoRA/Pturning, മറ്റെങ്കിലും ഫൈൻ-ട്യൂണിംഗ് രീതികൾ എന്നിവയെ കേന്ദ്രീകരിച്ച് ഒരു ഓട്ടോമേറ്റഡ് ഫൈൻ-ട്യൂണിംഗ് ലൈറ്റ്‌വെയ്റ്റ് ഫ്രെയിംവർക്ക് വികസിപ്പിച്ചിട്ടുണ്ട്. ഈ ഫ്രെയിംവർക്ക് Text-to-SQL ഫൈൻ-ട്യൂണിംഗ് ലളിതമാക്കുന്നു, അത് ഒരു അസംബ്ലി ലൈൻ പ്രക്രിയയെപ്പോലെ സ്ട്രെയ്റ്റ്‌ഫോർവേഡ് ആക്കുന്നു. [DB-GPT-Hub](https://github.com/eosphoros-ai/DB-GPT-Hub)
+
+  - **SMMF(സർവീസ്-ഓറിയന്റഡ് മൾട്ടി-മോഡൽ മാനേജ്മെന്റ് ഫ്രെയിംവർക്ക്)**
+
+    ഞങ്ങൾ വിപുലമായ മോഡൽ സപ്പോർട്ട് വാഗ്ദാനം ചെയ്യുന്നു, LLaMA/LLaMA2, Baichuan, ChatGLM, Wenxin, Tongyi, Zhipu, മറ്റെങ്കിലും പോലുള്ള ഓപ്പൺ-സോഴ്സ് മറ്റെങ്കിലും API ഏജന്റുകളിൽ നിന്നുള്ള ഡസൻ കണക്കിന് ലാർജ് ലാംഗ്വേജ് മോഡലുകൾ (LLMs) ഉൾപ്പെടുന്നു. 
+
+  - വാർത്തകൾ
+
+<table>
+      <thead>
+        <tr>
+          <th>Provider</th>
+          <th>Supported</th>
+          <th>Models</th>
+        </tr>
+      </thead>
+      <tbody>
+        <tr>
+          <td align="center" valign="middle">DeepSeek</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-0528">DeepSeek-R1-0528</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-V3-0324">DeepSeek-V3-0324</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1">DeepSeek-R1</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-V3">DeepSeek-V3</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-70B">DeepSeek-R1-Distill-Llama-70B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B">DeepSeek-R1-Distill-Qwen-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Instruct">DeepSeek-Coder-V2-Instruct</a><br/>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Qwen</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-235B-A22B">Qwen3-235B-A22B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-30B-A3B">Qwen3-30B-A3B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-32B">Qwen3-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/QwQ-32B">QwQ-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct">Qwen2.5-Coder-32B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-Coder-14B-Instruct">Qwen2.5-Coder-14B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-72B-Instruct">Qwen2.5-72B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-32B-Instruct">Qwen2.5-32B-Instruct</a><br/>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">GLM</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/GLM-Z1-32B-0414">GLM-Z1-32B-0414</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/GLM-4-32B-0414">GLM-4-32B-0414</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/glm-4-9b-chat">Glm-4-9b-chat</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Llama</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-405B-Instruct">Meta-Llama-3.1-405B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-70B-Instruct">Meta-Llama-3.1-70B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct">Meta-Llama-3.1-8B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct">Meta-Llama-3-70B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct">Meta-Llama-3-8B-Instruct</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Gemma</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2-27b-it">gemma-2-27b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2-9b-it">gemma-2-9b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-7b-it">gemma-7b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2b-it">gemma-2b-it</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Yi</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-34B-Chat">Yi-1.5-34B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-9B-Chat">Yi-1.5-9B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-6B-Chat">Yi-1.5-6B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-34B-Chat">Yi-34B-Chat</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Starling</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/Nexusflow/Starling-LM-7B-beta">Starling-LM-7B-beta</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">SOLAR</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/upstage/SOLAR-10.7B-Instruct-v1.0">SOLAR-10.7B</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Mixtral</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1">Mixtral-8x7B</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Phi</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/collections/microsoft/phi-3-6626e15e9585a200d2d761e3">Phi-3</a>
+          </td>
+        </tr>
+      </tbody>
+    </table>
+
+- [കൂടുതൽ പിന്തുണയ്ക്കുന്ന LLMs](http://docs.dbgpt.site/docs/modules/smmf)
+
+- **സ്വകാര്യതയും സുരക്ഷയും**
+  
+  വിവിധ സാങ്കേതിക വിദ്യകൾ നടപ്പിലാക്കുന്നതിലൂടെ ഡാറ്റയുടെ സ്വകാര്യതയും സുരക്ഷയും ഞങ്ങൾ ഉറപ്പാക്കുന്നു, ഇതിൽ സ്വകാര്യമാക്കിയ വലിയ മോഡലുകളും പ്രോക്സി ഡിസെൻസിറ്റൈസേഷനും ഉൾപ്പെടുന്നു.
+
+- പിന്തുണയ്ക്കുന്ന ഡാറ്റാസോഴ്സുകൾ
+  - [ഡാറ്റാസോഴ്സുകൾ](http://docs.dbgpt.cn/docs/modules/connections)
+
+## ഇമേജ്
+🌐 [AutoDL ഇമേജ്](https://www.codewithgpu.com/i/eosphoros-ai/DB-GPT/dbgpt)
+
+
+
+## സംഭാവന
+
+- പുതിയ സംഭാവനകൾക്കുള്ള വിശദമായ മാർഗ്ഗനിർദ്ദേശങ്ങൾ പരിശോധിക്കാൻ, ദയവായി [സംഭാവന ചെയ്യുന്നതെങ്ങനെ](https://github.com/eosphoros-ai/DB-GPT/blob/main/CONTRIBUTING.md) എന്നതിലേക്ക് പരിശോധിക്കുക
+
+### സംഭാവകരുടെ വാൾ
+<a href="https://github.com/eosphoros-ai/DB-GPT/graphs/contributors">
+  <img src="https://contrib.rocks/image?repo=eosphoros-ai/DB-GPT&max=200" />
+</a>
+
+
+## ലൈസൻസ്
+The MIT License (MIT)
+
+## ഡിസ്ക്ലെയിമർ
+- [ഡിസ്ക്ലെയിമർ](./DISCKAIMER.md)
+
+## സൈറ്റേഷൻ
+DB-GPT-യുടെ മൊത്തം ആർക്കിടെക്ചർ മനസ്സിലാക്കാൻ നിങ്ങൾ ആഗ്രഹിക്കുന്നുവെങ്കിൽ, ദയവായി <a href="https://arxiv.org/abs/2312.17449" target="_blank">പേപ്പർ</a> മറ്റെങ്കിലും <a href="https://arxiv.org/abs/2404.10209" target="_blank">പേപ്പർ</a> സൈറ്റ് ചെയ്യുക
+
+ഏജന്റ് ഡെവലപ്‌മെന്റിനായി DB-GPT ഉപയോഗിക്കുന്നതിനെക്കുറിച്ച് പഠിക്കാൻ നിങ്ങൾ ആഗ്രഹിക്കുന്നുവെങ്കിൽ, ദയവായി <a href="https://arxiv.org/abs/2412.13520" target="_blank">പേപ്പർ</a> സൈറ്റ് ചെയ്യുക
+```bibtex
+@article{xue2023dbgpt,
+      title={DB-GPT: Empowering Database Interactions with Private Large Language Models}, 
+      author={Siqiao Xue and Caigao Jiang and Wenhui Shi and Fangyin Cheng and Keting Chen and Hongjun Yang and Zhiping Zhang and Jianshan He and Hongyang Zhang and Ganglin Wei and Wang Zhao and Fan Zhou and Danrui Qi and Hong Yi and Shaodong Liu and Faqiang Chen},
+      year={2023},
+      journal={arXiv preprint arXiv:2312.17449},
+      url={https://arxiv.org/abs/2312.17449}
+}
+@misc{huang2024romasrolebasedmultiagentdatabase,
+      title={ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning}, 
+      author={Yi Huang and Fangyin Cheng and Fan Zhou and Jiahui Li and Jian Gong and Hongjun Yang and Zhidong Fan and Caigao Jiang and Siqiao Xue and Faqiang Chen},
+      year={2024},
+      eprint={2412.13520},
+      archivePrefix={arXiv},
+      primaryClass={cs.AI},
+      url={https://arxiv.org/abs/2412.13520}, 
+}
+@inproceedings{xue2024demonstration,
+      title={Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models}, 
+      author={Siqiao Xue and Danrui Qi and Caigao Jiang and Wenhui Shi and Fangyin Cheng and Keting Chen and Hongjun Yang and Zhiping Zhang and Jianshan He and Hongyang Zhang and Ganglin Wei and Wang Zhao and Fan Zhou and Hong Yi and Shaodong Liu and Hongjun Yang and Faqiang Chen},
+      year={2024},
+      booktitle = "Proceedings of the VLDB Endowment",
+      url={https://arxiv.org/abs/2404.10209}
+}
+```
+
+
+## കോൺടാക്റ്റ് വിവരം
+DB-GPT-യിലേക്ക് സംഭാവന ചെയ്ത എല്ലാവർക്കും നന്ദി! നിങ്ങളുടെ ആശയങ്ങൾ, കോഡ്, അഭിപ്രായങ്ങൾ, മറ്റെങ്കിലും ഇവന്റുകളിലും സോഷ്യൽ പ്ലാറ്റ്ഫോമുകളിലും പങ്കിടുന്നത് DB-GPT-യെ മെച്ചപ്പെടുത്തും.
+ഞങ്ങൾ ഒരു കമ്മ്യൂണിറ്റി നിർമ്മിക്കുന്നതിൽ പ്രവർത്തിക്കുന്നു, കമ്മ്യൂണിറ്റി നിർമ്മിക്കുന്നതിനുള്ള എന്തെങ്കിലും ആശയങ്ങൾ നിങ്ങൾക്കുണ്ടെങ്കിൽ, ഞങ്ങളെ സമീപിക്കാൻ മടിക്കരുത്.  
+
+- [Github ഇഷ്യൂകൾ](https://github.com/eosphoros-ai/DB-GPT/issues) ⭐️：GB-DPT ഉപയോഗിക്കുന്നതിനെക്കുറിച്ചുള്ള ചോദ്യങ്ങൾക്ക്, CONTRIBUTING എന്നതിൽ കാണുക.  
+- [Github ചർച്ചകൾ](https://github.com/orgs/eosphoros-ai/discussions) ⭐️：നിങ്ങളുടെ അനുഭവം അല്ലെങ്കിൽ അദ്വിതീയ ആപ്പുകൾ പങ്കിടുക.  
+- [ട്വിറ്റർ](https://x.com/DBGPT_AI) ⭐️：ദയവായി ഞങ്ങളോട് സംസാരിക്കാൻ മടിക്കരുത്.  
+
+
+[![സ്റ്റാർ ചരിത്ര ചാർട്ട്](https://api.star-history.com/svg?repos=csunny/DB-GPT&type=Date)](https://star-history.com/#csunny/DB-GPT)
+

README.md

@@ -0,0 +1,491 @@
+# <img src="./assets/LOGO_SMALL.png" alt="Logo" style="vertical-align: middle; height: 24px;" /> DB-GPT: Open-Source Agentic AI Data Assistant
+
+<p align="left">
+  <img src="./assets/dbgpt_vision.png" width="100%" />
+</p>
+
+<div align="center">
+  <p>
+    <a href="https://github.com/eosphoros-ai/DB-GPT">
+        <img alt="stars" src="https://img.shields.io/github/stars/eosphoros-ai/db-gpt?style=social" />
+    </a>
+    <a href="https://github.com/eosphoros-ai/DB-GPT">
+        <img alt="forks" src="https://img.shields.io/github/forks/eosphoros-ai/db-gpt?style=social" />
+    </a>
+    <a href="http://dbgpt.cn/">
+        <img alt="Official Website" src="https://img.shields.io/badge/Official%20website-DB--GPT-blue?style=flat&labelColor=3366CC" />
+    </a>
+    <a href="https://opensource.org/licenses/MIT">
+      <img alt="License: MIT" src="https://img.shields.io/github/license/eosphoros-ai/db-gpt?style=flat&labelColor=009966&color=009933" />
+    </a>
+     <a href="https://github.com/eosphoros-ai/DB-GPT/releases">
+      <img alt="Release Notes" src="https://img.shields.io/github/v/release/eosphoros-ai/db-gpt?style=flat&labelColor=FF9933&color=FF6633" />
+    </a>
+    <a href="https://github.com/eosphoros-ai/DB-GPT/issues">
+      <img alt="Open Issues" src="https://img.shields.io/github/issues-raw/eosphoros-ai/db-gpt?style=flat&labelColor=666666&color=333333" />
+    </a>
+    <a href="https://x.com/DBGPT_AI">
+      <img alt="X (formerly Twitter) Follow" src="https://img.shields.io/twitter/follow/DBGPT_AI" />
+    </a>
+    <a href="https://medium.com/@dbgpt0506">
+      <img alt="Medium Follow" src="https://badgen.net/badge/Medium/DB-GPT/333333?icon=medium&labelColor=666666" />
+    </a>
+    <a href="https://space.bilibili.com/3537113070963392">
+      <img alt="Bilibili Space" src="https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fapi.bilibili.com%2Fx%2Frelation%2Fstat%3Fvmid%3D3537113070963392&query=data.follower&style=flat&logo=bilibili&logoColor=white&label=Bilibili%20Fans&labelColor=F37697&color=6495ED" />
+    </a>
+    <a href="https://join.slack.com/t/slack-inu2564/shared_invite/zt-29rcnyw2b-N~ubOD9kFc7b7MDOAM1otA">
+      <img alt="Slack" src="https://img.shields.io/badge/Slack-Join%20us-5d6b98?style=flat&logo=slack&labelColor=7d89b0" />
+    </a>
+    <a href="https://codespaces.new/eosphoros-ai/DB-GPT">
+      <img alt="Open in GitHub Codespaces" src="https://github.com/codespaces/badge.svg" />
+    </a>
+  </p>
+
+
+[![English](https://img.shields.io/badge/English-d9d9d9?style=flat-square)](README.md)
+[![简体中文](https://img.shields.io/badge/简体中文-d9d9d9?style=flat-square)](README.zh.md)
+[![日本語](https://img.shields.io/badge/日本語-d9d9d9?style=flat-square)](README.ja.md) 
+
+[**Documents**](http://docs.dbgpt.cn/docs/overview/) | [**Contact Us**](https://github.com/eosphoros-ai/DB-GPT/blob/main/README.zh.md#%E8%81%94%E7%B3%BB%E6%88%91%E4%BB%AC) | [**Community**](https://github.com/eosphoros-ai/community) | [**Paper**](https://arxiv.org/pdf/2312.17449.pdf)
+
+</div>
+
+> **An open-source AI data assistant that connects to your data, writes SQL and code, runs skills in sandboxed environments, and turns analysis into reports, insights, and action.**
+
+![welcome_page](https://github.com/user-attachments/assets/ff9beb32-7db5-487a-bd81-d4489d853ea5)
+
+## What is DB-GPT?
+
+DB-GPT is an open-source **agentic AI data assistant** for the next generation of **AI + Data** products.
+
+It helps users and teams:
+- connect to **databases, CSV / Excel files, warehouses, and knowledge bases**
+- ask questions in natural language and let AI **write SQL autonomously**
+- run **Python- and code-driven analysis** workflows
+- load and execute reusable **skills** for domain-specific tasks
+- generate **charts, dashboards, HTML reports, and analysis summaries**
+- execute tasks safely in **sandboxed environments**
+
+DB-GPT is also a platform for building **AI-native data agents, workflows, and applications** with agents, AWEL, RAG, and multi-model support.
+
+## Why DB-GPT?
+
+### 1. Agentic data analysis
+Plan tasks, break work into steps, call tools, and complete analysis workflows end to end.
+![csv_data_analysis_demo_en](https://github.com/user-attachments/assets/4921fa40-20f7-4a9c-b908-c0b4e7caa9d6)
+
+### 2. Autonomous SQL + code execution
+Generate SQL and code to query data, clean datasets, compute metrics, and produce outputs.
+![agentic_write_code](https://github.com/user-attachments/assets/aeebc2b8-6c50-4ebb-96fd-07b860faa044)
+![sql_query](https://github.com/user-attachments/assets/da45de20-3768-4f0d-ab20-e939ddf21361)
+
+### 3. Multi-source data access
+Work across structured and unstructured sources, including databases, spreadsheets, documents, and knowledge bases.
+
+![datasource](./assets/datasources.png)
+
+### 4. Skills-driven extensibility
+Package domain knowledge, analysis methods, and execution workflows into reusable skills.
+
+
+
+
+
+![import_github_skill](https://github.com/user-attachments/assets/39f39c36-a014-4a2e-8e14-b3af3f1d2f1c)
+
+### 5. Sandboxed execution
+Run code and tools in isolated environments for safer, more reliable analysis.
+![sandbox](https://github.com/user-attachments/assets/bfbd78e0-15e2-42ac-876f-5b91847aadc1)
+
+
+
+## What you can do with DB-GPT
+
+- **Analyze CSV / Excel files** and generate visual reports
+- **Connect to databases** and produce profiling reports
+- Ask business questions in natural language and let AI **write SQL automatically**
+- Perform **financial report analysis** with code, charts, and narrative summaries
+- Create and reuse **SQL analysis skills** and domain workflows
+- Combine **code, SQL, retrieval, and tools** in a single agentic workflow
+- Build next-generation **AI + Data assistants** for your team or product
+
+## Product Workflow
+
+### Explore data
+Connect files, databases, and knowledge bases in one workspace.
+
+### Plan and execute
+Let AI reason through the task, write SQL and code, and execute step by step.
+
+### Use skills
+Load reusable skills for repeatable business analysis workflows.
+
+### Generate reports
+Produce charts, dashboards, HTML reports, and decision-ready outputs.
+
+
+## Quick Start
+
+Get DB-GPT running in minutes with the one-line installer (macOS & Linux):
+
+```bash
+curl -fsSL https://raw.githubusercontent.com/eosphoros-ai/DB-GPT/main/scripts/install/install.sh | bash
+```
+
+Or specify a profile and API key directly:
+
+```bash
+curl -fsSL https://raw.githubusercontent.com/eosphoros-ai/DB-GPT/main/scripts/install/install.sh \
+  | OPENAI_API_KEY=sk-xxx bash -s -- --profile openai
+```
+
+For Kimi 2.5 via Moonshot API:
+
+```bash
+curl -fsSL https://raw.githubusercontent.com/eosphoros-ai/DB-GPT/main/scripts/install/install.sh \
+  | MOONSHOT_API_KEY=sk-xxx bash -s -- --profile kimi
+```
+
+For MiniMax via the OpenAI-compatible API:
+
+```bash
+curl -fsSL https://raw.githubusercontent.com/eosphoros-ai/DB-GPT/main/scripts/install/install.sh \
+  | MINIMAX_API_KEY=sk-xxx bash -s -- --profile minimax
+```
+
+Already have a local DB-GPT checkout? Reuse it instead of cloning `~/.dbgpt/DB-GPT`:
+
+```bash
+OPENAI_API_KEY=sk-xxx \
+  bash scripts/install/install.sh --profile openai --repo-dir "$(pwd)" --yes
+```
+
+Or reuse your local repo with Kimi 2.5:
+
+```bash
+MOONSHOT_API_KEY=sk-xxx \
+  bash scripts/install/install.sh --profile kimi --repo-dir "$(pwd)" --yes
+```
+
+Or reuse your local repo with MiniMax:
+
+```bash
+MINIMAX_API_KEY=sk-xxx \
+  bash scripts/install/install.sh --profile minimax --repo-dir "$(pwd)" --yes
+```
+
+After installation, start the server with the generated profile config:
+
+```bash
+cd ~/.dbgpt/DB-GPT && uv run dbgpt start webserver --profile <profile>
+```
+
+Then open [http://localhost:5670](http://localhost:5670).
+
+> **Prefer to review the script first?**
+> ```bash
+> curl -fsSL https://raw.githubusercontent.com/eosphoros-ai/DB-GPT/main/scripts/install/install.sh -o install.sh
+> less install.sh
+> bash install.sh --profile openai
+> ```
+
+### Install via PyPI
+
+Install DB-GPT from PyPI and start it with a single command — no source checkout required.
+
+> **Prerequisites:** Python **3.10+** and [uv](https://docs.astral.sh/uv/getting-started/installation/) (recommended) or pip.
+
+**1. Install**
+
+```bash
+# Recommended: use uv
+uv pip install dbgpt-app
+
+# Or with pip
+pip install dbgpt-app
+```
+
+The default installation includes the core framework (CLI, FastAPI, Agent), OpenAI-compatible LLM support, DashScope / Tongyi support, RAG document parsing, and ChromaDB vector store.
+
+**2. Start**
+
+```bash
+dbgpt start
+```
+
+On first run, an interactive setup wizard will guide you through choosing an LLM provider and entering your API key. Once complete, the web server starts automatically.
+
+**3. Open the Web UI**
+
+Visit [http://localhost:5670](http://localhost:5670) — you're all set! 🎉
+
+### Advanced Installation
+
+![Docker](https://img.shields.io/badge/docker-%230db7ed.svg?style=for-the-badge&logo=docker&logoColor=white)
+![Linux](https://img.shields.io/badge/Linux-FCC624?style=for-the-badge&logo=linux&logoColor=black)
+![macOS](https://img.shields.io/badge/mac%20os-000000?style=for-the-badge&logo=macos&logoColor=F0F0F0)
+![Windows](https://img.shields.io/badge/Windows-0078D6?style=for-the-badge&logo=windows&logoColor=white)
+
+For Docker, local GPU models (vLLM, llama.cpp), or manual source-code setup, see the full docs:
+
+- [**Install**](http://docs.dbgpt.cn/docs/installation)
+  - [Docker](http://docs.dbgpt.cn/docs/installation/docker)
+  - [Source Code](http://docs.dbgpt.cn/docs/installation/sourcecode)
+- [**Quickstart**](http://docs.dbgpt.cn/docs/quickstart)
+- [**Application**](http://docs.dbgpt.cn/docs/operation_manual)
+  - [Development Guide](http://docs.dbgpt.cn/docs/cookbook/app/data_analysis_app_develop)
+  - [App Usage](http://docs.dbgpt.cn/docs/application/app_usage)
+  - [AWEL Flow Usage](http://docs.dbgpt.cn/docs/application/awel_flow_usage)
+- [**Debugging**](http://docs.dbgpt.cn/docs/operation_manual/advanced_tutorial/debugging)
+- [**Advanced Usage**](http://docs.dbgpt.cn/docs/application/advanced_tutorial/cli)
+  - [SMMF](http://docs.dbgpt.cn/docs/application/advanced_tutorial/smmf)
+  - [Finetune](http://docs.dbgpt.cn/docs/application/fine_tuning_manual/dbgpt_hub)
+  - [AWEL](http://docs.dbgpt.cn/docs/awel/tutorial)
+
+
+## Core Capabilities
+
+### Agentic Analysis
+- task planning
+- step-by-step execution
+- tool use
+- iterative reasoning
+
+### SQL + Code Execution
+- natural language to SQL
+- Python-based analysis and transformation
+- metric calculation
+- chart generation
+
+### Multi-Source Data Access
+- relational databases
+- CSV / Excel
+- documents
+- knowledge bases
+- mixed-source workflows
+
+### Skills and Agents
+- reusable skills
+- domain workflows
+- agent orchestration
+- customizable execution flows
+
+### Reporting and Decision Support
+- database profiling reports
+- financial analysis reports
+- visual reports and dashboards
+- summaries and business insights
+
+### Safe Execution
+- sandboxed code execution
+- controlled tool use
+- reproducible outputs and artifacts
+
+#### Text2SQL Finetune
+
+  |     LLM     |  Supported  | 
+  |:-----------:|:-----------:|
+  |    LLaMA    |      ✅     |
+  |   LLaMA-2   |      ✅     | 
+  |    BLOOM    |      ✅     | 
+  |   BLOOMZ    |      ✅     | 
+  |   Falcon    |      ✅     | 
+  |  Baichuan   |      ✅     | 
+  |  Baichuan2  |      ✅     | 
+  |  InternLM   |      ✅     |
+  |    Qwen     |      ✅     | 
+  |   XVERSE    |      ✅     | 
+  |  ChatGLM2   |      ✅     |
+
+[More Information about Text2SQL finetune](https://github.com/eosphoros-ai/DB-GPT-Hub)
+
+### Supported Models
+
+<table>
+      <thead>
+        <tr>
+          <th>Provider</th>
+          <th>Supported</th>
+          <th>Models</th>
+        </tr>
+      </thead>
+      <tbody>
+        <tr>
+          <td align="center" valign="middle">DeepSeek</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-0528">DeepSeek-R1-0528</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-V3-0324">DeepSeek-V3-0324</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1">DeepSeek-R1</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-V3">DeepSeek-V3</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-70B">DeepSeek-R1-Distill-Llama-70B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B">DeepSeek-R1-Distill-Qwen-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Instruct">DeepSeek-Coder-V2-Instruct</a><br/>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Qwen</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-235B-A22B">Qwen3-235B-A22B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-30B-A3B">Qwen3-30B-A3B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-32B">Qwen3-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/QwQ-32B">QwQ-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct">Qwen2.5-Coder-32B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-Coder-14B-Instruct">Qwen2.5-Coder-14B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-72B-Instruct">Qwen2.5-72B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-32B-Instruct">Qwen2.5-32B-Instruct</a><br/>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">GLM</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/GLM-Z1-32B-0414">GLM-Z1-32B-0414</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/GLM-4-32B-0414">GLM-4-32B-0414</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/glm-4-9b-chat">Glm-4-9b-chat</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Llama</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-405B-Instruct">Meta-Llama-3.1-405B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-70B-Instruct">Meta-Llama-3.1-70B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct">Meta-Llama-3.1-8B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct">Meta-Llama-3-70B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct">Meta-Llama-3-8B-Instruct</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Gemma</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2-27b-it">gemma-2-27b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2-9b-it">gemma-2-9b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-7b-it">gemma-7b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2b-it">gemma-2b-it</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Yi</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-34B-Chat">Yi-1.5-34B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-9B-Chat">Yi-1.5-9B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-6B-Chat">Yi-1.5-6B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-34B-Chat">Yi-34B-Chat</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Starling</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/Nexusflow/Starling-LM-7B-beta">Starling-LM-7B-beta</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">SOLAR</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/upstage/SOLAR-10.7B-Instruct-v1.0">SOLAR-10.7B</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Mixtral</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1">Mixtral-8x7B</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Phi</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/collections/microsoft/phi-3-6626e15e9585a200d2d761e3">Phi-3</a>
+          </td>
+        </tr>
+      </tbody>
+    </table>
+
+  - [More Supported LLMs](http://docs.dbgpt.site/docs/modules/smmf)
+
+### Privacy and Security
+
+We protect data privacy and execution safety through private model deployment, proxy desensitization, and sandboxed execution mechanisms.
+
+### Data Sources
+- [Datasources](http://docs.dbgpt.cn/docs/modules/connections)
+
+## Vision
+
+We believe the future of data products goes beyond dashboards.
+
+The next generation of **AI + Data** products will be:
+- **agentic**
+- **multi-source**
+- **skill-driven**
+- **sandboxed**
+- capable of writing **SQL and code**
+- able to turn analysis into **reports, decisions, and action**
+
+DB-GPT aims to help developers and enterprises build that future.
+
+
+## Contribution
+
+- To check detailed guidelines for new contributions, please refer [how to contribute](https://github.com/eosphoros-ai/DB-GPT/blob/main/CONTRIBUTING.md)
+
+### Contributors Wall
+<a href="https://github.com/eosphoros-ai/DB-GPT/graphs/contributors">
+  <img src="https://contrib.rocks/image?repo=eosphoros-ai/DB-GPT&max=200" />
+</a>
+
+
+## Licence
+The MIT License (MIT)
+
+## DISCKAIMER
+- [disckaimer](./DISCKAIMER.md)
+
+## Citation
+If you want to understand the overall architecture of DB-GPT, please cite <a href="https://arxiv.org/abs/2312.17449" target="_blank">Paper</a> and <a href="https://arxiv.org/abs/2404.10209" target="_blank">Paper</a>
+
+If you want to learn about using DB-GPT for Agent development, please cite the <a href="https://arxiv.org/abs/2412.13520" target="_blank">Paper</a>
+```bibtex
+@article{xue2023dbgpt,
+      title={DB-GPT: Empowering Database Interactions with Private Large Language Models}, 
+      author={Siqiao Xue and Caigao Jiang and Wenhui Shi and Fangyin Cheng and Keting Chen and Hongjun Yang and Zhiping Zhang and Jianshan He and Hongyang Zhang and Ganglin Wei and Wang Zhao and Fan Zhou and Danrui Qi and Hong Yi and Shaodong Liu and Faqiang Chen},
+      year={2023},
+      journal={arXiv preprint arXiv:2312.17449},
+      url={https://arxiv.org/abs/2312.17449}
+}
+@misc{huang2024romasrolebasedmultiagentdatabase,
+      title={ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning}, 
+      author={Yi Huang and Fangyin Cheng and Fan Zhou and Jiahui Li and Jian Gong and Hongjun Yang and Zhidong Fan and Caigao Jiang and Siqiao Xue and Faqiang Chen},
+      year={2024},
+      eprint={2412.13520},
+      archivePrefix={arXiv},
+      primaryClass={cs.AI},
+      url={https://arxiv.org/abs/2412.13520}, 
+}
+@inproceedings{xue2024demonstration,
+      title={Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models}, 
+      author={Siqiao Xue and Danrui Qi and Caigao Jiang and Wenhui Shi and Fangyin Cheng and Keting Chen and Hongjun Yang and Zhiping Zhang and Jianshan He and Hongyang Zhang and Ganglin Wei and Wang Zhao and Fan Zhou and Hong Yi and Shaodong Liu and Hongjun Yang and Faqiang Chen},
+      year={2024},
+      booktitle = "Proceedings of the VLDB Endowment",
+      url={https://arxiv.org/abs/2404.10209}
+}
+```
+
+
+## Contact Information
+Thanks to everyone who has contributed to DB-GPT! Your ideas, code, comments, and even sharing them at events and on social platforms can make DB-GPT better.
+We are working on building a community, if you have any ideas for building the community, feel free to contact us.  
+
+- [Github Issues](https://github.com/eosphoros-ai/DB-GPT/issues) ⭐️：For questions about using GB-DPT, see the CONTRIBUTING.  
+- [Github Discussions](https://github.com/orgs/eosphoros-ai/discussions) ⭐️：Share your experience or unique apps.  
+- [Twitter](https://x.com/DBGPT_AI) ⭐️：Please feel free to talk to us.  
+
+
+[![Star History Chart](https://api.star-history.com/svg?repos=csunny/DB-GPT&type=Date)](https://star-history.com/#csunny/DB-GPT)

README.ta.md

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+# <img src="./assets/LOGO_SMALL.png" alt="லோகோ" ஸ்டைல்="செங்குத்து-சீரமைப்பு: நடு; உயரம்: 24px;" /> DB-GPT: AWEL மற்றும் முகவர்களுடன் AI நேட்டிவ் டேட்டா ஆப் டெவலப்மென்ட் கட்டமைப்பு
+
+<p align="left">
+
+<img src="./assets/dbgpt_vision.png" width="100%" />
+</p>
+
+<div align="center">
+<p>
+
+<a href="https://github.com/eosphoros-ai/DB-GPT">
+<img alt="stars" src="https://img.shields.io/github/stars/eosphoros-ai/db-gpt?style=social" />
+</a>
+<a href="https://github.com/eosphoros-ai/DB-GPT">
+<img alt="forks" src="https://img.shields.io/github/forks/eosphoros-ai/db-gpt?style=social" />
+</a>
+<a href="http://dbgpt.cn/">
+<img alt="அதிகாரப்பூர்வ வலைத்தளம்" src="https://img.shields.io/badge/Official%20website-DB--GPT-blue?style=flat&labelColor=3366CC" />
+</a>
+<a href="https://opensource.org/licenses/MIT">
+<img alt="உரிமம்: MIT" src="https://img.shields.io/github/license/eosphoros-ai/db-gpt?style=flat&labelColor=009966&color=009933" />
+</a>
+<a href="https://github.com/eosphoros-ai/DB-GPT/releases">
+<img alt="வெளியீட்டு குறிப்புகள்" src="https://img.shields.io/github/v/release/eosphoros-ai/db-gpt?style=flat&labelColor=FF9933&color=FF6633" />
+</a>
+<a href="https://github.com/eosphoros-ai/DB-GPT/issues">
+<img alt="திறந்த சிக்கல்கள்" src="https://img.shields.io/github/issues-raw/eosphoros-ai/db-gpt?style=flat&labelColor=66666&color=33333" />
+</a>
+<a href="https://x.com/DBGPT_AI">
+<img alt="X (முன்னர் ட்விட்டர்) "பின்தொடருங்கள்" src="https://img.shields.io/twitter/follow/DBGPT_AI" />
+</a>
+
+<a href="https://medium.com/@dbgpt0506">
+<img alt="நடுத்தர பின்தொடருங்கள்" src="https://badgen.net/badge/Medium/DB-GPT/333333?icon=medium&labelColor=66666" />
+</a>
+<a href="https://space.bilibili.com/3537113070963392">
+<img alt="பிலிபிலி ஸ்பேஸ்" src="https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fapi.bilibili.com%2Fx%2Frelation%2Fstat%3Fvmid%3D3537113070963392&query=data.follower&style=flat&logo=bilibili&logoColor=white&label=Bilibili%20Fans&labelColor=F37697&color=6495ED" />
+</a>
+<a href="https://join.slack.com/t/slack-inu2564/shared_invite/zt-29rcnyw2b-N~ubOD9kFc7b7MDOAM1otA">
+<img alt="Slack" src="https://img.shields.io/badge/Slack-Join%20us-5d6b98?style=flat&logo=slack&labelColor=7d89b0" />
+</a>
+<a href="https://codespaces.new/eosphoros-ai/DB-GPT">
+<img alt="GitHub Codespaces இல் திறக்கவும்" src="https://github.com/codespaces/badge.svg" />
+</a>
+</p>
+[![English](https://img.shields.io/badge/English-d9d9d9?style=flat-square)](README.md)
+[![简体中文](https://img.shields.io/badge/简体中文-d9d9d9?style=flat-square)](README.zh.md)
+[![日本語](https://img.shields.io/badge/日本語-d9d9d9?style=flat-square)](README.ja.md) 
+
+[**ஆவணங்கள்**](http://docs.dbgpt.cn/docs/overview/) | [**எங்களைத் தொடர்பு கொள்ளவும்**](https://github.com/eosphoros-ai/DB-GPT/blob/main/README.zh.md#%E8%81%94%E7%B3%BB%E6%88%91%E4%BB%AC) | [**சமூகம்**](https://github.com/eosphoros-ai/community) | [**Paper**](https://arxiv.org/pdf/2312.17449.pdf)
+
+</div>
+## DB-GPT என்றால் என்ன?
+
+🤖 **DB-GPT என்பது AWEL (Agentic Workflow Expression Language) மற்றும் முகவர்கள்** ஆகியவற்றைக் கொண்ட ஒரு திறந்த மூல AI நேட்டிவ் டேட்டா ஆப் டெவலப்மென்ட் கட்டமைப்பாகும். 
+
+மல்டி-மாடல் மேனேஜ்மென்ட் (SMMF), Text2SQL எஃபெக்ட் ஆப்டிமைசேஷன், RAG ஃப்ரேம்வொர்க் மற்றும் ஆப்டிமைசேஷன், மல்டி-ஏஜென்ட்ஸ் ஃப்ரேம்வொர்க் ஒத்துழைப்பு, AWEL (ஏஜென்ட் வொர்க்ஃப்ளோ ஆர்கெஸ்ட்ரேஷன்) போன்ற பல தொழில்நுட்ப திறன்களை மேம்படுத்துவதன் மூலம், பெரிய மாடல்களின் துறையில் உள்கட்டமைப்பை உருவாக்குவதே இதன் நோக்கமாகும். இது டேட்டாவுடன் கூடிய பெரிய மாடல் பயன்பாடுகளை எளிமையாகவும் வசதியாகவும் ஆக்குகிறது.
+
+🚀 **டேட்டா 3.0 சகாப்தத்தில், மாதிரிகள் மற்றும் தரவுத்தளங்களின் அடிப்படையில், நிறுவனங்கள் மற்றும் டெவலப்பர்கள் குறைந்த குறியீட்டைக் கொண்டு தங்கள் சொந்த தனிப்பயனாக்கப்பட்ட பயன்பாடுகளை உருவாக்க முடியும்.**
+### அறிமுகம் 
+
+DB-GPT இன் கட்டமைப்பு பின்வரும் படத்தில் காட்டப்பட்டுள்ளது:
+
+<p align="center">
+<img src="./assets/dbgpt.png" width="800" />
+</p>
+
+முக்கிய திறன்களில் பின்வரும் பகுதிகள் அடங்கும்:
+
+- **RAG (மீட்டெடுப்பு ஆக்மென்டட் ஜெனரேஷன்)**: RAG தற்போது மிகவும் நடைமுறையில் செயல்படுத்தப்பட்ட மற்றும் அவசரமாகத் தேவைப்படும் டொமைன் ஆகும். DB-GPT ஏற்கனவே RAG அடிப்படையிலான ஒரு கட்டமைப்பை செயல்படுத்தியுள்ளது, இது பயனர்கள் DB-GPT இன் RAG திறன்களைப் பயன்படுத்தி அறிவு சார்ந்த பயன்பாடுகளை உருவாக்க அனுமதிக்கிறது.
+
+- **GBI (ஜெனரேட்டிவ் பிசினஸ் இன்டலிஜென்ஸ்)**: ஜெனரேட்டிவ் BI என்பது DB-GPT திட்டத்தின் முக்கிய திறன்களில் ஒன்றாகும், இது நிறுவன அறிக்கை பகுப்பாய்வு மற்றும் வணிக நுண்ணறிவுகளை உருவாக்குவதற்கான அடிப்படை தரவு நுண்ணறிவு தொழில்நுட்பத்தை வழங்குகிறது.
+
+- **ஃபைன்-ட்யூனிங் ஃப்ரேம்வொர்க்**: மாடல் ஃபைன்-ட்யூனிங் என்பது எந்தவொரு நிறுவனமும் செங்குத்து மற்றும் முக்கிய டொமைன்களில் செயல்படுத்த ஒரு தவிர்க்க முடியாத திறனாகும். DB-GPT, DB-GPT திட்டத்துடன் தடையின்றி ஒருங்கிணைக்கும் ஒரு முழுமையான ஃபைன்-ட்யூனிங் கட்டமைப்பை வழங்குகிறது. சமீபத்திய ஃபைன்-ட்யூனிங் முயற்சிகளில், ஸ்பைடர் தரவுத்தொகுப்பை அடிப்படையாகக் கொண்ட துல்லிய விகிதம் 82.5% ஆக அடையப்பட்டுள்ளது.
+
+- **டேட்டா-டிரைவன் மல்டி-ஏஜென்ட்ஸ் ஃப்ரேம்வொர்க்**: DB-GPT தரவு-இயக்கப்படும் சுய-வளர்ச்சியடைந்த மல்டி-ஏஜென்ட்ஸ் ஃப்ரேம்வொர்க்கை வழங்குகிறது, இது தொடர்ந்து முடிவுகளை எடுத்து தரவுகளின் அடிப்படையில் செயல்படுத்துவதை நோக்கமாகக் கொண்டுள்ளது.
+
+- **தரவு தொழிற்சாலை**: பெரிய மாதிரிகளின் சகாப்தத்தில் நம்பகமான அறிவு மற்றும் தரவை சுத்தம் செய்தல் மற்றும் செயலாக்குவது பற்றியது தரவு தொழிற்சாலை.
+
+- **தரவு மூலங்கள்**: உற்பத்தி வணிகத் தரவை DB-GPT இன் முக்கிய திறன்களுடன் தடையின்றி இணைக்க பல்வேறு தரவு மூலங்களை ஒருங்கிணைத்தல்.
+
+#### துணை தொகுதி
+- [DB-GPT-Hub](https://github.com/eosphoros-ai/DB-GPT-Hub) பெரிய மொழி மாதிரிகளில் (LLMs) மேற்பார்வையிடப்பட்ட ஃபைன்-ட்யூனிங் (SFT) ஐப் பயன்படுத்துவதன் மூலம் உயர் செயல்திறனுடன் உரையிலிருந்து SQL பணிப்பாய்வு.
+
+- [dbgpts](https://github.com/eosphoros-ai/dbgpts) dbgpts என்பது DB-GPT-ஐ அடிப்படையாகக் கொண்ட சில தரவு பயன்பாடுகள், AWEL ஆபரேட்டர்கள், AWEL பணிப்பாய்வு டெம்ப்ளேட்கள் மற்றும் முகவர்களைக் கொண்ட அதிகாரப்பூர்வ களஞ்சியமாகும்.
+
+#### DeepWiki
+- [DB-GPT](https://deepwiki.com/eosphoros-ai/DB-GPT)
+- [DB-GPT-HUB](https://deepwiki.com/eosphoros-ai/DB-GPT-Hub)
+- [dbgpts](https://deepwiki.com/eosphoros-ai/dbgpts)
+
+#### Text2SQL Finetune
+
+  |     LLM     |  Supported  | 
+  |:-----------:|:-----------:|
+  |    LLaMA    |      ✅     |
+  |   LLaMA-2   |      ✅     | 
+  |    BLOOM    |      ✅     | 
+  |   BLOOMZ    |      ✅     | 
+  |   Falcon    |      ✅     | 
+  |  Baichuan   |      ✅     | 
+  |  Baichuan2  |      ✅     | 
+  |  InternLM   |      ✅     |
+  |    Qwen     |      ✅     | 
+  |   XVERSE    |      ✅     | 
+  |  ChatGLM2   |      ✅     |
+
+  [Text2SQL finetune பற்றிய கூடுதல் தகவல்கள்](https://github.com/eosphoros-ai/DB-GPT-Hub)
+
+- [DB-GPT-Plugins](https://github.com/eosphoros-ai/DB-GPT-Plugins) தானியங்கு-GPT செருகுநிரலை நேரடியாக இயக்கக்கூடிய DB-GPT செருகுநிரல்கள்
+- [GPT-Vis](https://github.com/eosphoros-ai/GPT-Vis) காட்சிப்படுத்தல் நெறிமுறை
+
+### AI-நேட்டிவ் டேட்டா ஆப் 
+---
+
+- 🔥🔥🔥 [Released V0.7.0 | A set of significant upgrades](http://docs.dbgpt.cn/blog/db-gpt-v070-release)
+  - [Support MCP Protocol](https://github.com/eosphoros-ai/DB-GPT/pull/2497)
+  - [Support DeepSeek R1](https://github.com/deepseek-ai/DeepSeek-R1)
+  - [Support QwQ-32B](https://huggingface.co/Qwen/QwQ-32B)
+  - [Refactor the basic modules]()
+    - [dbgpt-app](./packages/dbgpt-app)
+    - [dbgpt-core](./packages/dbgpt-core)
+    - [dbgpt-serve](./packages/dbgpt-serve)
+    - [dbgpt-client](./packages/dbgpt-client)
+    - [dbgpt-accelerator](./packages/dbgpt-accelerator)
+    - [dbgpt-ext](./packages/dbgpt-ext)
+---
+
+![app_chat_v0 6](https://github.com/user-attachments/assets/a2f0a875-df8c-4f0d-89a3-eed321c02113)
+---
+
+## ஏன் DB-GPT?
+
+### 1. முகவர் அடிப்படையான தரவு பகுப்பாய்வு
+பணிகளைத் திட்டமிடுங்கள், வேலையைப் படிகளாகப் பிரிங்கள், கருவிகளை அழைக்கவும், முழுமையான பகுப்பாய்வு பணிப்பாய்வுகளை முடிக்கவும்.
+![csv_data_analysis_demo](https://github.com/user-attachments/assets/4921fa40-20f7-4a9c-b908-c0b4e7caa9d6)
+
+### 2. தானியங்கி SQL + குறியீடு செயல்படுத்தல்
+தரவைக் கேட்க, தரவுத் தொகுப்புகளை சுத்தம் செய்ய, மெட்ரிக்கைக் கணக்கிட்டு, வெளியீடுகளை உருவாக்க SQL மற்றும் குறியீட்டை உருவாக்குங்கள்.
+![agentic_write_code](https://github.com/user-attachments/assets/aeebc2b8-6c50-4ebb-96fd-07b860faa044)
+![sql_query](https://github.com/user-attachments/assets/da45de20-3768-4f0d-ab20-e939ddf21361)
+
+### 3. பல-மூல தரவு அணுகல்
+கட்டமைக்கப்பட்ட மற்றும் கட்டமைக்கப்படாத மூலங்கள் உட்பட, தரவுத்தளங்கள், spreadsheetகள், ஆவணங்கள் மற்றும் அறிவு தளங்கள் முழுவதும் வேலை செய்யுங்கள்.
+
+### 4. திறன்கள்-இயக்கப்படும் நீட்சி
+துறை அறிவு, பகுப்பாய்வு முறைகள் மற்றும் செயல்படுத்தும் பணிப்பாய்வுகளை மீண்டும் பயன்படுத்தக்கூடிய திறன்களாகத் தொகுக்கவும்.
+
+![import_github_skill](https://github.com/user-attachments/assets/39f39c36-a014-4a2e-8e14-b3af3f1d2f1c)
+
+![agent_browse_use](https://github.com/user-attachments/assets/21864e9f-2179-4f6f-910f-18463ec2b46e)
+
+### 5. சாண்ட்பாக்ஸ் செயல்படுத்தல்
+பாதுகாப்பான, மிகவும் நம்பகமான பகுப்பாய்வுக்காகத் தனிமைப்படுத்தப்பட்ட சூழலில் குறியீடு மற்றும் கருவிகளை இயக்குங்கள்.
+![sandbox](https://github.com/user-attachments/assets/bfbd78e0-15e2-42ac-876f-5b91847aadc1)
+
+
+## Installation / Quick Start 
+![Docker](https://img.shields.io/badge/docker-%230db7ed.svg?style=for-the-badge&logo=docker&logoColor=white)
+![Linux](https://img.shields.io/badge/Linux-FCC624?style=for-the-badge&logo=linux&logoColor=black)
+![macOS](https://img.shields.io/badge/mac%20os-000000?style=for-the-badge&logo=macos&logoColor=F0F0F0)
+![Windows](https://img.shields.io/badge/Windows-0078D6?style=for-the-badge&logo=windows&logoColor=white)
+
+[**Usage Tutorial**](http://docs.dbgpt.cn/docs/overview)
+- [**Install**](http://docs.dbgpt.cn/docs/installation)
+  - [Docker](http://docs.dbgpt.cn/docs/installation/docker)
+  - [Source Code](http://docs.dbgpt.cn/docs/installation/sourcecode)
+- [**Quickstart**](http://docs.dbgpt.cn/docs/quickstart)
+- [**Application**](http://docs.dbgpt.cn/docs/operation_manual)
+  - [Development Guide](http://docs.dbgpt.cn/docs/cookbook/app/data_analysis_app_develop) 
+  - [App Usage](http://docs.dbgpt.cn/docs/application/app_usage)
+  - [AWEL Flow Usage](http://docs.dbgpt.cn/docs/application/awel_flow_usage)
+- [**Debugging**](http://docs.dbgpt.cn/docs/operation_manual/advanced_tutorial/debugging)
+- [**Advanced Usage**](http://docs.dbgpt.cn/docs/application/advanced_tutorial/cli)
+  - [SMMF](http://docs.dbgpt.cn/docs/application/advanced_tutorial/smmf)
+  - [Finetune](http://docs.dbgpt.cn/docs/application/fine_tuning_manual/dbgpt_hub)
+  - [AWEL](http://docs.dbgpt.cn/docs/awel/tutorial)
+
+  ## அம்சங்கள்
+
+தற்போது, ​​எங்கள் தற்போதைய திறன்களை வெளிப்படுத்த பல முக்கிய அம்சங்களை அறிமுகப்படுத்தியுள்ளோம்:
+- **தனியார் டொமைன் கேள்வி பதில் & தரவு செயலாக்கம்**
+
+DB-GPT திட்டம் அறிவுத் தளக் கட்டமைப்பை மேம்படுத்தவும், கட்டமைக்கப்பட்ட மற்றும் கட்டமைக்கப்படாத தரவு இரண்டையும் திறம்படச் சேமித்து மீட்டெடுக்கவும் வடிவமைக்கப்பட்ட பல்வேறு செயல்பாடுகளை வழங்குகிறது. இந்த செயல்பாடுகளில் பல கோப்பு வடிவங்களைப் பதிவேற்றுவதற்கான உள்ளமைக்கப்பட்ட ஆதரவு, தனிப்பயன் தரவு பிரித்தெடுக்கும் செருகுநிரல்களை ஒருங்கிணைக்கும் திறன் மற்றும் பெரிய அளவிலான தகவல்களை திறம்பட நிர்வகிப்பதற்கான ஒருங்கிணைந்த திசையன் சேமிப்பு மற்றும் மீட்டெடுப்பு திறன்கள் ஆகியவை அடங்கும்.
+
+- **மல்டி-டேட்டா சோர்ஸ் & ஜிபிஐ (ஜெனரேட்டிவ் பிசினஸ் இன்டலிஜென்ஸ்)**
+
+டிபி-ஜிபிடி திட்டம் எக்செல், தரவுத்தளங்கள் மற்றும் தரவுக் கிடங்குகள் உள்ளிட்ட பல்வேறு தரவு மூலங்களுடன் தடையற்ற இயற்கை மொழி தொடர்புகளை எளிதாக்குகிறது. இந்த மூலங்களிலிருந்து தகவல்களை வினவுதல் மற்றும் மீட்டெடுப்பது போன்ற செயல்முறையை இது எளிதாக்குகிறது, பயனர்கள் உள்ளுணர்வு உரையாடல்களில் ஈடுபடவும் நுண்ணறிவுகளைப் பெறவும் அதிகாரம் அளிக்கிறது. மேலும், டிபி-ஜிபிடி பகுப்பாய்வு அறிக்கைகளை உருவாக்குவதை ஆதரிக்கிறது, பயனர்களுக்கு மதிப்புமிக்க தரவு சுருக்கங்கள் மற்றும் விளக்கங்களை வழங்குகிறது.
+
+- **மல்டி-ஏஜெண்ட்ஸ் & செருகுநிரல்கள்**
+
+இது பல்வேறு பணிகளைச் செய்ய தனிப்பயன் செருகுநிரல்களுக்கான ஆதரவை வழங்குகிறது மற்றும் தானியங்கி-GPT செருகுநிரல் மாதிரியை இயல்பாக ஒருங்கிணைக்கிறது. முகவர்கள் நெறிமுறை முகவர் நெறிமுறை தரநிலைக்கு இணங்குகிறது.
+
+- **தானியங்கி ஃபைன்-ட்யூனிங் text2SQL**
+
+பெரிய மொழி மாதிரிகள் (LLMகள்), Text2SQL தரவுத்தொகுப்புகள், LoRA/QLoRA/Pturning மற்றும் பிற ஃபைன்-ட்யூனிங் முறைகளை மையமாகக் கொண்ட தானியங்கி ஃபைன்-ட்யூனிங் இலகுரக கட்டமைப்பையும் நாங்கள் உருவாக்கியுள்ளோம். இந்த கட்டமைப்பு உரையிலிருந்து SQL ஃபைன்-ட்யூனிங்கை எளிதாக்குகிறது, இது ஒரு அசெம்பிளி லைன் செயல்முறையைப் போலவே நேரடியானதாக ஆக்குகிறது. [DB-GPT-Hub](https://github.com/eosphoros-ai/DB-GPT-Hub)
+
+- **SMMF(சேவை சார்ந்த பல-மாதிரி மேலாண்மை கட்டமைப்பு)**
+
+LLaMA/LLaMA2, Baichuan, ChatGLM, Wenxin, Tongyi, Zhipu மற்றும் பல போன்ற திறந்த மூல மற்றும் API முகவர்களிடமிருந்து டஜன் கணக்கான பெரிய மொழி மாதிரிகள் (LLMகள்) உட்பட விரிவான மாதிரி ஆதரவை நாங்கள் வழங்குகிறோம். 
+
+- செய்திகள்
+
+<table>
+      <thead>
+        <tr>
+          <th>Provider</th>
+          <th>Supported</th>
+          <th>Models</th>
+        </tr>
+      </thead>
+      <tbody>
+        <tr>
+          <td align="center" valign="middle">DeepSeek</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-0528">DeepSeek-R1-0528</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-V3-0324">DeepSeek-V3-0324</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1">DeepSeek-R1</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-V3">DeepSeek-V3</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-70B">DeepSeek-R1-Distill-Llama-70B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B">DeepSeek-R1-Distill-Qwen-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Instruct">DeepSeek-Coder-V2-Instruct</a><br/>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Qwen</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-235B-A22B">Qwen3-235B-A22B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-30B-A3B">Qwen3-30B-A3B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-32B">Qwen3-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/QwQ-32B">QwQ-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct">Qwen2.5-Coder-32B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-Coder-14B-Instruct">Qwen2.5-Coder-14B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-72B-Instruct">Qwen2.5-72B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-32B-Instruct">Qwen2.5-32B-Instruct</a><br/>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">GLM</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/GLM-Z1-32B-0414">GLM-Z1-32B-0414</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/GLM-4-32B-0414">GLM-4-32B-0414</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/glm-4-9b-chat">Glm-4-9b-chat</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Llama</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-405B-Instruct">Meta-Llama-3.1-405B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-70B-Instruct">Meta-Llama-3.1-70B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct">Meta-Llama-3.1-8B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct">Meta-Llama-3-70B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct">Meta-Llama-3-8B-Instruct</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Gemma</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2-27b-it">gemma-2-27b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2-9b-it">gemma-2-9b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-7b-it">gemma-7b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2b-it">gemma-2b-it</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Yi</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-34B-Chat">Yi-1.5-34B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-9B-Chat">Yi-1.5-9B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-6B-Chat">Yi-1.5-6B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-34B-Chat">Yi-34B-Chat</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Starling</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/Nexusflow/Starling-LM-7B-beta">Starling-LM-7B-beta</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">SOLAR</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/upstage/SOLAR-10.7B-Instruct-v1.0">SOLAR-10.7B</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Mixtral</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1">Mixtral-8x7B</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Phi</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/collections/microsoft/phi-3-6626e15e9585a200d2d761e3">Phi-3</a>
+          </td>
+        </tr>
+      </tbody>
+    </table>
+
+- [மேலும் ஆதரிக்கப்படும் LLMகள்](http://docs.dbgpt.site/docs/modules/smmf)
+
+- **தனியுரிமை மற்றும் பாதுகாப்பு**
+
+தனியார்மயமாக்கப்பட்ட பெரிய மாதிரிகள் மற்றும் ப்ராக்ஸி உணர்திறன் நீக்கம் உள்ளிட்ட பல்வேறு தொழில்நுட்பங்களை செயல்படுத்துவதன் மூலம் தரவின் தனியுரிமை மற்றும் பாதுகாப்பை நாங்கள் உறுதி செய்கிறோம்.
+
+- ஆதரவு தரவுமூலங்கள்
+- [தரவுமூலங்கள்](http://docs.dbgpt.cn/docs/modules/connections)
+
+
+## பங்களிப்பு
+
+- புதிய பங்களிப்புகளுக்கான விரிவான வழிகாட்டுதல்களைச் சரிபார்க்க, [பங்களிப்பது எப்படி] (https://github.com/eosphoros-ai/DB-GPT/blob/main/CONTRIBUTING.md) ஐப் பார்க்கவும்.
+
+### பங்களிப்பாளர்கள் சுவர்
+<a href="https://github.com/eosphoros-ai/DB-GPT/graphs/contributors">
+<img src="https://contrib.rocks/image?repo=eosphoros-ai/DB-GPT&max=200" />
+</a>
+
+## உரிமம்
+MIT உரிமம் (MIT)
+
+## DISCKAIMER
+- [disckaimer](./DISCKAIMER.md)
+
+## மேற்கோள்
+DB-GPT இன் ஒட்டுமொத்த கட்டமைப்பைப் புரிந்து கொள்ள விரும்பினால், <a href="https://arxiv.org/abs/2312.17449" target="_blank">காகிதம்</a> மற்றும் <a href="https://arxiv.org/abs/2404.10209" target="_blank">காகிதம்</a> ஆகியவற்றை மேற்கோள் காட்டுங்கள்.
+
+முகவர் மேம்பாட்டிற்கு DB-GPT ஐப் பயன்படுத்துவது பற்றி அறிய விரும்பினால், தயவுசெய்து <a href="https://arxiv.org/abs/2412.13520" target="_blank">Paper</a>
+```bibtex
+@article{xue2023dbgpt,
+      title={DB-GPT: Empowering Database Interactions with Private Large Language Models}, 
+      author={Siqiao Xue and Caigao Jiang and Wenhui Shi and Fangyin Cheng and Keting Chen and Hongjun Yang and Zhiping Zhang and Jianshan He and Hongyang Zhang and Ganglin Wei and Wang Zhao and Fan Zhou and Danrui Qi and Hong Yi and Shaodong Liu and Faqiang Chen},
+      year={2023},
+      journal={arXiv preprint arXiv:2312.17449},
+      url={https://arxiv.org/abs/2312.17449}
+}
+@misc{huang2024romasrolebasedmultiagentdatabase,
+      title={ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning}, 
+      author={Yi Huang and Fangyin Cheng and Fan Zhou and Jiahui Li and Jian Gong and Hongjun Yang and Zhidong Fan and Caigao Jiang and Siqiao Xue and Faqiang Chen},
+      year={2024},
+      eprint={2412.13520},
+      archivePrefix={arXiv},
+      primaryClass={cs.AI},
+      url={https://arxiv.org/abs/2412.13520}, 
+}
+@inproceedings{xue2024demonstration,
+      title={Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models}, 
+      author={Siqiao Xue and Danrui Qi and Caigao Jiang and Wenhui Shi and Fangyin Cheng and Keting Chen and Hongjun Yang and Zhiping Zhang and Jianshan He and Hongyang Zhang and Ganglin Wei and Wang Zhao and Fan Zhou and Hong Yi and Shaodong Liu and Hongjun Yang and Faqiang Chen},
+      year={2024},
+      booktitle = "Proceedings of the VLDB Endowment",
+      url={https://arxiv.org/abs/2404.10209}
+}
+```
+
+
+## தொடர்புத் தகவல்
+DB-GPT-க்கு பங்களித்த அனைவருக்கும் நன்றி! உங்கள் யோசனைகள், குறியீடு, கருத்துகள் மற்றும் நிகழ்வுகளிலும் சமூக தளங்களிலும் அவற்றைப் பகிர்வது கூட DB-GPT-ஐ மேம்படுத்தும்.
+நாங்கள் ஒரு சமூகத்தை உருவாக்குவதில் பணியாற்றி வருகிறோம், சமூகத்தை உருவாக்குவதற்கான ஏதேனும் யோசனைகள் உங்களிடம் இருந்தால், எங்களைத் தொடர்பு கொள்ள தயங்க வேண்டாம்.
+
+- [Github சிக்கல்கள்](https://github.com/eosphoros-ai/DB-GPT/issues) ⭐️: GB-DPT ஐப் பயன்படுத்துவது பற்றிய கேள்விகளுக்கு, பங்களிப்பைப் பார்க்கவும். 
+- [Github விவாதங்கள்](https://github.com/orgs/eosphoros-ai/discussions) ⭐️: உங்கள் அனுபவத்தை அல்லது தனித்துவமான பயன்பாடுகளைப் பகிரவும். 
+- [Twitter](https://x.com/DBGPT_AI) ⭐️: தயவுசெய்து எங்களுடன் பேச தயங்க வேண்டாம். 
+
+[![நட்சத்திர வரலாற்று விளக்கப்படம்](https://api.star-history.com/svg?repos=csunny/DB-GPT&type=Date)](https://star-history.com/#csunny/DB-GPT)

README.wehub.md

@@ -0,0 +1,7 @@
+# WeHub 来源说明
+
+- 原始项目：`eosphoros-ai/DB-GPT`
+- 原始仓库：https://github.com/eosphoros-ai/DB-GPT
+- 导入方式：上游默认分支的最新快照
+- 原作者、版权和许可证信息以原始仓库及本仓库 LICENSE 为准
+- 本文件仅用于记录来源，不代表 WeHub 是原项目作者

README.zh.md

@@ -0,0 +1,531 @@
+# <img src="./assets/LOGO_SMALL.png" alt="Logo" style="vertical-align: middle; height: 24px;" /> DB-GPT：开源 Agentic AI 数据分析智能助手
+
+<p align="left">
+  <img src="./assets/dbgpt_vision.png" width="100%" />
+</p>
+
+
+<div align="center">
+  <p>
+    <a href="https://github.com/eosphoros-ai/DB-GPT">
+        <img alt="stars" src="https://img.shields.io/github/stars/eosphoros-ai/db-gpt?style=social" />
+    </a>
+    <a href="https://github.com/eosphoros-ai/DB-GPT">
+        <img alt="forks" src="https://img.shields.io/github/forks/eosphoros-ai/db-gpt?style=social" />
+    </a>
+    <a href="http://dbgpt.cn/">
+        <img alt="Official Website" src="https://img.shields.io/badge/Official%20website-DB--GPT-blue?style=flat&labelColor=3366CC" />
+    </a>
+    <a href="https://opensource.org/licenses/MIT">
+      <img alt="License: MIT" src="https://img.shields.io/github/license/eosphoros-ai/db-gpt?style=flat&labelColor=009966&color=009933" />
+    </a>
+     <a href="https://github.com/eosphoros-ai/DB-GPT/releases">
+      <img alt="Release Notes" src="https://img.shields.io/github/v/release/eosphoros-ai/db-gpt?style=flat&labelColor=FF9933&color=FF6633" />
+    </a>
+    <a href="https://github.com/eosphoros-ai/DB-GPT/issues">
+      <img alt="Open Issues" src="https://img.shields.io/github/issues-raw/eosphoros-ai/db-gpt?style=flat&labelColor=666666&color=333333" />
+    </a>
+    <a href="https://x.com/DBGPT_AI">
+      <img alt="X (formerly Twitter) Follow" src="https://img.shields.io/twitter/follow/DBGPT_AI" />
+    </a>
+    <a href="https://medium.com/@dbgpt0506">
+      <img alt="Medium Follow" src="https://badgen.net/badge/Medium/DB-GPT/333333?icon=medium&labelColor=666666" />
+    </a>
+    <a href="https://space.bilibili.com/3537113070963392">
+      <img alt="Bilibili Space" src="https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fapi.bilibili.com%2Fx%2Frelation%2Fstat%3Fvmid%3D3537113070963392&query=data.follower&style=flat&logo=bilibili&logoColor=white&label=Bilibili%20Fans&labelColor=F37697&color=6495ED" />
+    </a>
+    <a href="https://join.slack.com/t/slack-inu2564/shared_invite/zt-29rcnyw2b-N~ubOD9kFc7b7MDOAM1otA">
+      <img alt="Slack" src="https://img.shields.io/badge/Slack-Join%20us-5d6b98?style=flat&logo=slack&labelColor=7d89b0" />
+    </a>
+    <a href="https://codespaces.new/eosphoros-ai/DB-GPT">
+      <img alt="Open in GitHub Codespaces" src="https://github.com/codespaces/badge.svg" />
+    </a>
+  </p>
+
+[![English](https://img.shields.io/badge/English-d9d9d9?style=flat-square)](README.md)
+[![简体中文](https://img.shields.io/badge/简体中文-d9d9d9?style=flat-square)](README.zh.md)
+[![日本語](https://img.shields.io/badge/日本語-d9d9d9?style=flat-square)](README.ja.md) 
+
+[**文档**](http://docs.dbgpt.cn/docs/overview/) | [**联系团队**](https://github.com/eosphoros-ai/DB-GPT/blob/main/README.zh.md#%E8%81%94%E7%B3%BB%E6%88%91%E4%BB%AC) | [**社区**](https://github.com/eosphoros-ai/community) | [**Paper**](https://arxiv.org/pdf/2312.17449.pdf)
+
+</div>
+
+> **一个开源的 AI 数据分析智能助手：连接你的数据，自主编写 SQL 与代码，在沙箱环境中运行 skills，把分析转化为报告、洞察与行动。**
+
+## DB-GPT 是什么？
+
+DB-GPT 是一个开源的 **Agentic AI 数据分析智能助手**，面向下一代 **AI + Data** 产品形态。
+
+它可以帮助用户和团队：
+- 连接 **数据库、CSV / Excel、数仓、知识库与文档**
+- 使用自然语言提问，并让 AI **自主编写 SQL**
+- 执行 **Python 与代码驱动的数据分析流程**
+- 加载并执行可复用的 **skills**
+- 自动生成 **图表、Dashboard、HTML 报告和分析总结**
+- 在 **沙箱环境** 中安全执行分析任务
+
+DB-GPT 不只是一个助手界面，它同时也是一个平台，用于构建 **AI Native 数据智能体、工作流与应用**，底层支持 agents、AWEL、RAG 与多模型能力。
+
+## 为什么选择 DB-GPT？
+
+### 1. Agentic 数据分析
+它不只是回答问题，而是会进行任务规划、步骤拆解、工具调用和迭代式分析。
+![csv-data-analysis_skill](https://github.com/user-attachments/assets/de0073f6-6b69-42f1-9fd2-5b759ca88ed8)
+
+### 2. 自主 SQL + 自主代码执行
+自动编写 SQL 和代码，用于查询数据、处理数据、计算指标并生成结果。
+![agentic_write_code](https://github.com/user-attachments/assets/aeebc2b8-6c50-4ebb-96fd-07b860faa044)
+![sql_query](https://github.com/user-attachments/assets/da45de20-3768-4f0d-ab20-e939ddf21361)
+
+### 3. 多数据源分析
+同时处理结构化与非结构化数据，包括数据库、表格文件、文档和知识库。
+![datasource](./assets/datasources.png)
+
+### 4. Skills 驱动的可扩展能力
+将领域知识、分析方法和执行流程沉淀为 skills，实现复用与扩展。
+
+![import_github_skill](https://github.com/user-attachments/assets/39f39c36-a014-4a2e-8e14-b3af3f1d2f1c)
+
+### 5. 沙箱安全执行
+在隔离环境中运行代码和工具，让分析过程更安全、更可控。
+![sandbox](https://github.com/user-attachments/assets/bfbd78e0-15e2-42ac-876f-5b91847aadc1)
+
+## 你可以用 DB-GPT 做什么？
+
+- **分析 CSV / Excel 文件** 并生成可视化报告
+- **连接数据库** 自动生成数据库画像与分析报告
+- 用自然语言提问，让 AI **自动写 SQL**
+- 进行 **财报深度分析**，生成图表、分析结论与总结
+- 创建和复用 **SQL 分析技能**
+- 将 **代码、SQL、检索和工具调用** 组合成完整的 agentic 分析流程
+- 构建面向团队或产品的下一代 **AI + Data 智能助手**
+
+## 产品工作流
+
+### 数据探索
+连接文件、数据库和知识库，在统一入口开始分析任务。
+
+### 规划与执行
+让 AI 进行任务推理、生成 SQL / 代码，并逐步完成分析。
+
+### 使用 Skills
+加载可复用的业务分析技能与领域工作流。
+
+### 生成报告
+自动输出图表、Dashboard、HTML 报告和决策结论。
+
+
+## 快速开始
+
+你可以通过一键安装脚本在几分钟内启动 DB-GPT（macOS / Linux）：
+
+```bash
+curl -fsSL https://raw.githubusercontent.com/eosphoros-ai/DB-GPT/main/scripts/install/install.sh | bash
+```
+
+也可以直接指定 profile 和 API Key：
+
+```bash
+curl -fsSL https://raw.githubusercontent.com/eosphoros-ai/DB-GPT/main/scripts/install/install.sh \
+  | OPENAI_API_KEY=sk-xxx bash -s -- --profile openai
+```
+
+如果你想使用 Kimi 2.5（Moonshot API）：
+
+```bash
+curl -fsSL https://raw.githubusercontent.com/eosphoros-ai/DB-GPT/main/scripts/install/install.sh \
+  | MOONSHOT_API_KEY=sk-xxx bash -s -- --profile kimi
+```
+
+如果你想使用 MiniMax（OpenAI 兼容接口）：
+
+```bash
+curl -fsSL https://raw.githubusercontent.com/eosphoros-ai/DB-GPT/main/scripts/install/install.sh \
+  | MINIMAX_API_KEY=sk-xxx bash -s -- --profile minimax
+```
+
+如果你已经有本地 DB-GPT 仓库，也可以直接复用当前仓库，跳过 `~/.dbgpt/DB-GPT` 的重复 clone：
+
+```bash
+OPENAI_API_KEY=sk-xxx \
+  bash scripts/install/install.sh --profile openai --repo-dir "$(pwd)" --yes
+```
+
+如果你想在当前仓库里直接测试 Kimi 2.5：
+
+```bash
+MOONSHOT_API_KEY=sk-xxx \
+  bash scripts/install/install.sh --profile kimi --repo-dir "$(pwd)" --yes
+```
+
+如果你想在当前仓库里直接测试 MiniMax：
+
+```bash
+MINIMAX_API_KEY=sk-xxx \
+  bash scripts/install/install.sh --profile minimax --repo-dir "$(pwd)" --yes
+```
+
+安装完成后，使用生成的 profile 配置启动服务：
+
+```bash
+cd ~/.dbgpt/DB-GPT && uv run dbgpt start webserver --profile <profile>
+```
+
+然后打开 [http://localhost:5670](http://localhost:5670)。
+
+> **想先审阅安装脚本再执行？**
+> ```bash
+> curl -fsSL https://raw.githubusercontent.com/eosphoros-ai/DB-GPT/main/scripts/install/install.sh -o install.sh
+> less install.sh
+> bash install.sh --profile openai
+> ```
+
+### 通过 PyPI 安装
+
+从 PyPI 安装 DB-GPT，一条命令即可启动，无需克隆源码仓库。
+
+> **前置条件：** Python **3.10+**，推荐使用 [uv](https://docs.astral.sh/uv/getting-started/installation/) 包管理器，也支持 pip。
+
+**1. 安装**
+
+```bash
+# 推荐使用 uv
+uv pip install dbgpt-app
+
+# 或使用 pip
+pip install dbgpt-app
+```
+
+默认安装包含核心框架（CLI、FastAPI、Agent）、OpenAI 兼容 LLM 支持、DashScope / 通义支持、RAG 文档解析和 ChromaDB 向量存储。
+
+**2. 启动**
+
+```bash
+dbgpt start
+```
+
+首次运行时，交互式向导会引导你选择 LLM 提供商并输入 API Key，配置完成后服务自动启动。
+
+**3. 打开 Web 界面**
+
+访问 [http://localhost:5670](http://localhost:5670) — 开始使用！🎉
+
+![Docker](https://img.shields.io/badge/docker-%230db7ed.svg?style=for-the-badge&logo=docker&logoColor=white)
+![Linux](https://img.shields.io/badge/Linux-FCC624?style=for-the-badge&logo=linux&logoColor=black)
+![macOS](https://img.shields.io/badge/mac%20os-000000?style=for-the-badge&logo=macos&logoColor=F0F0F0)
+![Windows](https://img.shields.io/badge/Windows-0078D6?style=for-the-badge&logo=windows&logoColor=white)
+
+[**教程**](https://www.yuque.com/eosphoros/dbgpt-docs/bex30nsv60ru0fmx)
+- [**快速开始**](https://www.yuque.com/eosphoros/dbgpt-docs/ew0kf1plm0bru2ga)
+  - [源码安装](https://www.yuque.com/eosphoros/dbgpt-docs/urh3fcx8tu0s9xmb)
+  - [Docker安装](https://www.yuque.com/eosphoros/dbgpt-docs/glf87qg4xxcyrp89)
+  - [Docker Compose安装](https://www.yuque.com/eosphoros/dbgpt-docs/wwdu11e0v5nkfzin)
+- [**使用手册**](https://www.yuque.com/eosphoros/dbgpt-docs/tkspdd0tcy2vlnu4)
+  - [知识库](https://www.yuque.com/eosphoros/dbgpt-docs/ycyz3d9b62fccqxh)
+  - [数据对话](https://www.yuque.com/eosphoros/dbgpt-docs/gd9hbhi1dextqgbz)
+  - [Excel对话](https://www.yuque.com/eosphoros/dbgpt-docs/prugoype0xd2g4bb)
+  - [数据库对话](https://www.yuque.com/eosphoros/dbgpt-docs/wswpv3zcm2c9snmg)
+  - [报表分析](https://www.yuque.com/eosphoros/dbgpt-docs/vsv49p33eg4p5xc1)
+  - [Agents](https://www.yuque.com/eosphoros/dbgpt-docs/pom41m7oqtdd57hm)
+- [**进阶教程**](https://www.yuque.com/eosphoros/dbgpt-docs/dxalqb8wsv2xkm5f)
+  - [数智应用开发](https://www.yuque.com/eosphoros/dbgpt-docs/ancwnrsk9agc6e4w)
+  - [智能体工作流使用](https://www.yuque.com/eosphoros/dbgpt-docs/hcomfb3yrleg7gmq)
+  - [智能应用使用](https://www.yuque.com/eosphoros/dbgpt-docs/aiagvxeb86iarq6r)
+  - [多模型管理](https://www.yuque.com/eosphoros/dbgpt-docs/huzgcf2abzvqy8uv)
+  - [命令行使用](https://www.yuque.com/eosphoros/dbgpt-docs/gd4kgumgd004aly8)
+- [**模型服务部署**](https://www.yuque.com/eosphoros/dbgpt-docs/vubxiv9cqed5mc6o)
+  - [单机部署](https://www.yuque.com/eosphoros/dbgpt-docs/kwg1ed88lu5fgawb)
+  - [集群部署](https://www.yuque.com/eosphoros/dbgpt-docs/gmbp9619ytyn2v1s)
+  - [vLLM](https://www.yuque.com/eosphoros/dbgpt-docs/bhy9igdvanx1uluf)
+- [**如何Debug**](https://www.yuque.com/eosphoros/dbgpt-docs/eyg0ocbc2ce3q95r)
+- [**AWEL**](https://www.yuque.com/eosphoros/dbgpt-docs/zozbzslbfk0m0op5)
+- [**FAQ**](https://www.yuque.com/eosphoros/dbgpt-docs/gomtc46qonmyt44l)
+
+## 核心能力
+
+### Agentic 数据分析
+- 任务规划
+- 分步执行
+- 工具调用
+- 迭代式推理
+
+### SQL + 代码执行
+- 自然语言转 SQL
+- Python 数据分析与处理
+- 指标计算
+- 图表生成
+
+### 多数据源访问
+- 关系型数据库
+- CSV / Excel
+- 文档
+- 知识库
+- 多源混合分析
+
+### Skills 与 Agents
+- 可复用 skills
+- 领域分析工作流
+- agent 编排
+- 可定制执行流程
+
+### 报告与决策支持
+- 数据库画像报告
+- 财报分析报告
+- 可视化报告与 dashboard
+- 分析总结与业务洞察
+
+### 安全执行环境
+- 沙箱代码执行
+- 可控工具调用
+- 可复现的分析产物与 artifacts
+
+
+#### DeepWiki
+- [DB-GPT](https://deepwiki.com/eosphoros-ai/DB-GPT)
+- [DB-GPT-HUB](https://deepwiki.com/eosphoros-ai/DB-GPT-Hub)
+- [dbgpts](https://deepwiki.com/eosphoros-ai/dbgpts)
+
+#### Text2SQL 微调模型
+
+  |     LLM     |  Supported  | 
+  |:-----------:|:-----------:|
+  |    LLaMA    |      ✅     |
+  |   LLaMA-2   |      ✅     | 
+  |    BLOOM    |      ✅     | 
+  |   BLOOMZ    |      ✅     | 
+  |   Falcon    |      ✅     | 
+  |  Baichuan   |      ✅     | 
+  |  Baichuan2  |      ✅     | 
+  |  InternLM   |      ✅     |
+  |    Qwen     |      ✅     | 
+  |   XVERSE    |      ✅     | 
+  |  ChatGLM2   |      ✅     |
+
+### 支持模型
+    
+<table>
+      <thead>
+        <tr>
+          <th>Provider</th>
+          <th>Supported</th>
+          <th>Models</th>
+        </tr>
+      </thead>
+      <tbody>
+        <tr>
+          <td align="center" valign="middle">DeepSeek</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-0528">DeepSeek-R1-0528</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-V3-0324">DeepSeek-V3-0324</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1">DeepSeek-R1</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-V3">DeepSeek-V3</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-70B">DeepSeek-R1-Distill-Llama-70B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B">DeepSeek-R1-Distill-Qwen-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Instruct">DeepSeek-Coder-V2-Instruct</a><br/>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Qwen</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-235B-A22B">Qwen3-235B-A22B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-30B-A3B">Qwen3-30B-A3B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-32B">Qwen3-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/QwQ-32B">QwQ-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct">Qwen2.5-Coder-32B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-Coder-14B-Instruct">Qwen2.5-Coder-14B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-72B-Instruct">Qwen2.5-72B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-32B-Instruct">Qwen2.5-32B-Instruct</a><br/>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">GLM</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/GLM-Z1-32B-0414">GLM-Z1-32B-0414</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/GLM-4-32B-0414">GLM-4-32B-0414</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/glm-4-9b-chat">Glm-4-9b-chat</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Llama</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-405B-Instruct">Meta-Llama-3.1-405B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-70B-Instruct">Meta-Llama-3.1-70B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct">Meta-Llama-3.1-8B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct">Meta-Llama-3-70B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct">Meta-Llama-3-8B-Instruct</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Gemma</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2-27b-it">gemma-2-27b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2-9b-it">gemma-2-9b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-7b-it">gemma-7b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2b-it">gemma-2b-it</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Yi</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-34B-Chat">Yi-1.5-34B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-9B-Chat">Yi-1.5-9B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-6B-Chat">Yi-1.5-6B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-34B-Chat">Yi-34B-Chat</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Starling</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/Nexusflow/Starling-LM-7B-beta">Starling-LM-7B-beta</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">SOLAR</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/upstage/SOLAR-10.7B-Instruct-v1.0">SOLAR-10.7B</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Mixtral</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1">Mixtral-8x7B</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Phi</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/collections/microsoft/phi-3-6626e15e9585a200d2d761e3">Phi-3</a>
+          </td>
+        </tr>
+      </tbody>
+    </table>
+
+  - [更多开源模型](https://www.yuque.com/eosphoros/dbgpt-docs/iqaaqwriwhp6zslc#qQktR)
+
+  - 支持在线代理模型
+    - [x] [DeepSeek.deepseek-chat](https://platform.deepseek.com/api-docs/)
+    - [x] [Ollama.API](https://github.com/ollama/ollama/blob/main/docs/api.md)
+    - [x] [月之暗面.Moonshot](https://platform.moonshot.cn/docs/)
+    - [x] [零一万物.Yi](https://platform.lingyiwanwu.com/docs)
+    - [x] [OpenAI·ChatGPT](https://api.openai.com/)
+    - [x] [百川·Baichuan](https://platform.baichuan-ai.com/)
+    - [x] [阿里·通义](https://www.aliyun.com/product/dashscope)
+    - [x] [百度·文心](https://cloud.baidu.com/product/wenxinworkshop?track=dingbutonglan)
+    - [x] [智谱·ChatGLM](http://open.bigmodel.cn/)
+    - [x] [讯飞·星火](https://xinghuo.xfyun.cn/)
+    - [x] [Google·Bard](https://bard.google.com/)
+    - [x] [Google·Gemini](https://makersuite.google.com/app/apikey)
+
+### 隐私安全
+
+通过私有化大模型、代理脱敏和沙箱执行等机制保障数据隐私与执行安全。
+
+### 数据源
+- [支持数据源](https://www.yuque.com/eosphoros/dbgpt-docs/rc4r27ybmdwg9472)
+
+## 愿景
+
+我们相信，未来的数据产品不应止于 Dashboard。
+
+下一代 **AI + Data** 产品将是：
+- **agentic**
+- **多数据源**
+- **skill-driven**
+- **sandboxed**
+- 能自主编写 **SQL 和代码**
+- 能把分析转化为 **报告、结论与行动**
+
+DB-GPT 希望帮助开发者与企业共同构建这样的未来。
+
+
+
+## Image
+
+🌐 [小程序云部署](https://www.yuque.com/eosphoros/dbgpt-docs/ek12ly8k661tbyn8)
+
+## 使用说明
+
+### 多模型使用
+
+- [使用指南](https://www.yuque.com/eosphoros/dbgpt-docs/huzgcf2abzvqy8uv)
+
+### 数据Agents使用
+
+- [数据Agents](https://www.yuque.com/eosphoros/dbgpt-docs/gwz4rayfuwz78fbq)
+
+## 贡献
+
+更加详细的贡献指南请参考[如何贡献](https://github.com/eosphoros-ai/DB-GPT/blob/main/CONTRIBUTING.md)。
+
+这是一个用于数据库的复杂且创新的工具, 我们的项目也在紧急的开发当中, 会陆续发布一些新的feature。如在使用当中有任何具体问题, 优先在项目下提issue, 如有需要, 请联系如下微信，我会尽力提供帮助，同时也非常欢迎大家参与到项目建设中。
+
+### 贡献者榜单 
+<a href="https://github.com/eosphoros-ai/DB-GPT/graphs/contributors">
+  <img src="https://contrib.rocks/image?repo=eosphoros-ai/DB-GPT&max=200" />
+</a>
+
+
+## Licence
+
+The MIT License (MIT)
+
+### 免责声明
+
+- [免责声明](./DISCKAIMER.md)
+
+## 引用
+如果您发现`DB-GPT`对您的研究或开发有用，请引用以下论文，其中：
+
+如果您想了解DB-GPT整体架构，请引用<a href="https://arxiv.org/abs/2312.17449" target="_blank">论文</a>和<a href="https://arxiv.org/abs/2404.10209" target="_blank">论文</a>
+
+如果您想了解使用DB-GPT进行Agent开发相关的内容，请引用<a href="https://arxiv.org/abs/2412.13520" target="_blank">论文</a>
+
+```bibtex
+@article{xue2023dbgpt,
+      title={DB-GPT: Empowering Database Interactions with Private Large Language Models}, 
+      author={Siqiao Xue and Caigao Jiang and Wenhui Shi and Fangyin Cheng and Keting Chen and Hongjun Yang and Zhiping Zhang and Jianshan He and Hongyang Zhang and Ganglin Wei and Wang Zhao and Fan Zhou and Danrui Qi and Hong Yi and Shaodong Liu and Faqiang Chen},
+      year={2023},
+      journal={arXiv preprint arXiv:2312.17449},
+      url={https://arxiv.org/abs/2312.17449}
+}
+@misc{huang2024romasrolebasedmultiagentdatabase,
+      title={ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning}, 
+      author={Yi Huang and Fangyin Cheng and Fan Zhou and Jiahui Li and Jian Gong and Hongjun Yang and Zhidong Fan and Caigao Jiang and Siqiao Xue and Faqiang Chen},
+      year={2024},
+      eprint={2412.13520},
+      archivePrefix={arXiv},
+      primaryClass={cs.AI},
+      url={https://arxiv.org/abs/2412.13520}, 
+}
+@inproceedings{xue2024demonstration,
+      title={Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models}, 
+      author={Siqiao Xue and Danrui Qi and Caigao Jiang and Wenhui Shi and Fangyin Cheng and Keting Chen and Hongjun Yang and Zhiping Zhang and Jianshan He and Hongyang Zhang and Ganglin Wei and Wang Zhao and Fan Zhou and Hong Yi and Shaodong Liu and Hongjun Yang and Faqiang Chen},
+      year={2024},
+      booktitle = "Proceedings of the VLDB Endowment",
+      url={https://arxiv.org/abs/2404.10209}
+}
+```
+
+## 联系我们
+
+  **说明: 由于微信群人数上限的限制, 我们的答疑与问题支持优先会在钉钉大群进行。**
+<div style="display: flex; justify-content: space-around;">
+    <figure style="display: flex; flex-direction: column;">
+        <img src="./assets/ding.jpg" alt="图片2" style="width: 220px;">
+        <p style="text-align: center;">
+          钉钉
+        </p>
+    </figure>
+</div>
+
+[![Star History Chart](https://api.star-history.com/svg?repos=csunny/DB-GPT&type=Date)](https://star-history.com/#csunny/DB-GPT)

READMR.hi.md

@@ -0,0 +1,362 @@
+<img src="./assets/LOGO_SMALL.png" alt="Logo" style="vertical-align: middle; height: 24px;" /> DB-GPT: AI Native Data App Development framework with AWEL and Agents
+
+<p align="left">
+  <img src="./assets/dbgpt_vision.png" width="100%" />
+</p>
+
+<div align="center">
+  <p>
+    <a href="https://github.com/eosphoros-ai/DB-GPT">
+        <img alt="stars" src="https://img.shields.io/github/stars/eosphoros-ai/db-gpt?style=social" />
+    </a>
+    <a href="https://github.com/eosphoros-ai/DB-GPT">
+        <img alt="forks" src="https://img.shields.io/github/forks/eosphoros-ai/db-gpt?style=social" />
+    </a>
+    <a href="http://dbgpt.cn/">
+        <img alt="Official Website" src="https://img.shields.io/badge/Official%20website-DB--GPT-blue?style=flat&labelColor=3366CC" />
+    </a>
+    <a href="https://opensource.org/licenses/MIT">
+      <img alt="License: MIT" src="https://img.shields.io/github/license/eosphoros-ai/db-gpt?style=flat&labelColor=009966&color=009933" />
+    </a>
+     <a href="https://github.com/eosphoros-ai/DB-GPT/releases">
+      <img alt="Release Notes" src="https://img.shields.io/github/v/release/eosphoros-ai/db-gpt?style=flat&labelColor=FF9933&color=FF6633" />
+    </a>
+    <a href="https://github.com/eosphoros-ai/DB-GPT/issues">
+      <img alt="Open Issues" src="https://img.shields.io/github/issues-raw/eosphoros-ai/db-gpt?style=flat&labelColor=666666&color=333333" />
+    </a>
+    <a href="https://x.com/DBGPT_AI">
+      <img alt="X (formerly Twitter) Follow" src="https://img.shields.io/twitter/follow/DBGPT_AI" />
+    </a>
+    <a href="https://medium.com/@dbgpt0506">
+      <img alt="Medium Follow" src="https://badgen.net/badge/Medium/DB-GPT/333333?icon=medium&labelColor=666666" />
+    </a>
+    <a href="https://space.bilibili.com/3537113070963392">
+      <img alt="Bilibili Space" src="https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fapi.bilibili.com%2Fx%2Frelation%2Fstat%3Fvmid%3D3537113070963392&query=data.follower&style=flat&logo=bilibili&logoColor=white&label=Bilibili%20Fans&labelColor=F37697&color=6495ED" />
+    </a>
+    <a href="https://join.slack.com/t/slack-inu2564/shared_invite/zt-29rcnyw2b-N~ubOD9kFc7b7MDOAM1otA">
+      <img alt="Slack" src="https://img.shields.io/badge/Slack-Join%20us-5d6b98?style=flat&logo=slack&labelColor=7d89b0" />
+    </a>
+    <a href="https://codespaces.new/eosphoros-ai/DB-GPT">
+      <img alt="Open in GitHub Codespaces" src="https://github.com/codespaces/badge.svg" />
+    </a>
+  </p>
+
+
+[![English](https://img.shields.io/badge/English-d9d9d9?style=flat-square)](README.md)
+[![简体中文](https://img.shields.io/badge/简体中文-d9d9d9?style=flat-square)](README.zh.md)
+[![日本語](https://img.shields.io/badge/日本語-d9d9d9?style=flat-square)](README.ja.md) 
+
+[**दस्तावेज़**](http://docs.dbgpt.cn/docs/overview/) | [**हमसे संपर्क करें**](https://github.com/eosphoros-ai/DB-GPT/blob/main/README.zh.md#%E8%81%94%E7%B3%BB%E6%88%91%E4%BB%AC) | [**समुदाय**](https://github.com/eosphoros-ai/community) | [**पेपर**](https://arxiv.org/pdf/2312.17449.pdf)
+
+</div>
+
+## DB-GPT क्या है?
+
+🤖 **DB-GPT AWEL (Agentic Workflow Expression Language) और एजेंटों के साथ एक ओपन सोर्स AI नेटिव डेटा ऐप डेवलपमेंट फ्रेमवर्क है**। 
+
+उद्देश्य बड़े मॉडलों के क्षेत्र में बुनियादी ढांचा बनाना है, मल्टी-मॉडल प्रबंधन (SMMF), Text2SQL प्रभाव अनुकूलन, RAG फ्रेमवर्क और अनुकूलन, मल्टी-एजेंट फ्रेमवर्क सहयोग, AWEL (एजेंट वर्कफ्लो ऑर्केस्ट्रेशन) आदि जैसे कई तकनीकी क्षमताओं के विकास के माध्यम से। जो बड़े मॉडल अनुप्रयोगों को डेटा के साथ सरल और अधिक सुविधाजनक बनाता है।
+
+🚀 **डेटा 3.0 युग में, मॉडलों और डेटाबेस पर आधारित, उद्यम और डेवलपर्स कम कोड के साथ अपने खुद के विशेष अनुप्रयोग बना सकते हैं।**
+
+### परिचय 
+DB-GPT की वास्तुकला निम्नलिखित चित्र में दिखाई गई है:
+
+<p align="center">
+  <img src="./assets/dbgpt.png" width="800" />
+</p>
+
+कोर क्षमताओं में निम्नलिखित भाग शामिल हैं:
+
+- **RAG (Retrieval Augmented Generation)**: RAG वर्तमान में सबसे व्यावहारिक रूप से कार्यान्वित और अत्यंत आवश्यक डोमेन है। DB-GPT ने पहले ही RAG पर आधारित एक फ्रेमवर्क लागू किया है, जो उपयोगकर्ताओं को DB-GPT की RAG क्षमताओं का उपयोग करके ज्ञान-आधारित अनुप्रयोग बनाने की अनुमति देता है।
+
+- **GBI (Generative Business Intelligence)**: जनरेटिव BI DB-GPT परियोजना की कोर क्षमताओं में से एक है, जो उद्यम रिपोर्ट विश्लेषण और व्यावसायिक अंतर्दृष्टि बनाने के लिए आधारभूत डेटा बुद्धिमत्ता तकनीक प्रदान करता है।
+
+- **फाइन-ट्यूनिंग फ्रेमवर्क**: मॉडल फाइन-ट्यूनिंग किसी भी उद्यम के लिए लंबवत और विशिष्ट डोमेन में कार्यान्वित करने के लिए एक अनिवार्य क्षमता है। DB-GPT एक पूर्ण फाइन-ट्यूनिंग फ्रेमवर्क प्रदान करता है जो DB-GPT परियोजना के साथ सहज रूप से एकीकृत होता है। हालिया फाइन-ट्यूनिंग प्रयासों में, स्पाइडर डेटासेट पर आधारित एक सटीकता दर 82.5% हासिल की गई है।
+
+- **डेटा-ड्रिवन मल्टी-एजेंट फ्रेमवर्क**: DB-GPT एक डेटा-ड्रिवन स्व-विकासशील मल्टी-एजेंट फ्रेमवर्क प्रदान करता है, जिसका उद्देश्य निरंतर डेटा पर आधारित निर्णय लेना और निष्पादित करना है।
+
+- **डेटा फैक्टरी**: डेटा फैक्टरी मुख्य रूप से बड़े मॉडलों के युग में विश्वसनीय ज्ञान और डेटा को साफ करने और संसाधित करने के बारे में है।
+
+- **डेटा स्रोत**: विभिन्न डेटा स्रोतों को एकीकृत करना ताकि उत्पादन व्यावसायिक डेटा को DB-GPT की कोर क्षमताओं से सहज रूप से जोड़ा जा सके।
+
+#### सबमॉड्यूल
+- [DB-GPT-Hub](https://github.com/eosphoros-ai/DB-GPT-Hub) बड़े भाषा मॉडलों (LLMs) पर पर्यवेक्षित फाइन-ट्यूनिंग (SFT) लागू करके उच्च प्रदर्शन के साथ Text-to-SQL वर्कफ्लो।
+
+- [dbgpts](https://github.com/eosphoros-ai/dbgpts)  dbgpts आधिकारिक रिपॉजिटरी है जिसमें कुछ डेटा ऐप्स, AWEL ऑपरेटर्स, AWEL वर्कफ्लो टेम्प्लेट और एजेंट शामिल हैं जो DB-GPT पर बनाए गए हैं।
+
+#### डीपविकी
+- [DB-GPT](https://deepwiki.com/eosphoros-ai/DB-GPT)
+- [DB-GPT-HUB](https://deepwiki.com/eosphoros-ai/DB-GPT-Hub)
+- [dbgpts](https://deepwiki.com/eosphoros-ai/dbgpts)
+
+
+#### Text2SQL फाइनट्यून
+
+  |     LLM     |  समर्थित  | 
+  |:-----------:|:-----------:|
+  |    LLaMA    |      ✅     |
+  |   LLaMA-2   |      ✅     | 
+  |    BLOOM    |      ✅     | 
+  |   BLOOMZ    |      ✅     | 
+  |   Falcon    |      ✅     | 
+  |  Baichuan   |      ✅     | 
+  |  Baichuan2  |      ✅     | 
+  |  InternLM   |      ✅     |
+  |    Qwen     |      ✅     | 
+  |   XVERSE    |      ✅     | 
+  |  ChatGLM2   |      ✅     |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
+
+
+[Text2SQL फाइनट्यून के बारे में अधिक जानकारी](https://github.com/eosphoros-ai/DB-GPT-Hub)
+
+- [DB-GPT-Plugins](https://github.com/eosphoros-ai/DB-GPT-Plugins) DB-GPT प्लगइन्स जो Auto-GPT प्लगइन को सीधे चला सकते हैं
+- [GPT-Vis](https://github.com/eosphoros-ai/GPT-Vis) विज़ुअलाइज़ेशन प्रोटोकॉल
+
+### AI-नेटिव डेटा ऐप 
+---
+- 🔥🔥🔥 [रिलीज़ V0.7.0 | महत्वपूर्ण अपग्रेड का एक सेट](http://docs.dbgpt.cn/blog/db-gpt-v070-release)
+  - [MCP प्रोटोकॉल का समर्थन](https://github.com/eosphoros-ai/DB-GPT/pull/2497)
+  - [DeepSeek R1 का समर्थन](https://github.com/deepseek-ai/DeepSeek-R1)
+  - [QwQ-32B का समर्थन](https://huggingface.co/Qwen/QwQ-32B)
+  - [बुनियादी मॉड्यूल को रिफैक्टर करें]()
+    - [dbgpt-app](./packages/dbgpt-app)
+    - [dbgpt-core](./packages/dbgpt-core)
+    - [dbgpt-serve](./packages/dbgpt-serve)
+    - [dbgpt-client](./packages/dbgpt-client)
+    - [dbgpt-accelerator](./packages/dbgpt-accelerator)
+    - [dbgpt-ext](./packages/dbgpt-ext)
+---
+
+![app_chat_v0 6](https://github.com/user-attachments/assets/a2f0a875-df8c-4f0d-89a3-eed321c02113)
+
+![app_manage_chat_data_v0 6](https://github.com/user-attachments/assets/c8cc85bb-e3c2-4fab-8fb9-7b4b469d0611)
+
+![chat_dashboard_display_v0 6](https://github.com/user-attachments/assets/b15d6ebe-54c4-4527-a16d-02fbbaf20dc9)
+
+![agent_prompt_awel_v0 6](https://github.com/user-attachments/assets/40761507-a1e1-49d4-b49a-3dd9a5ea41cc)
+
+
+## इंस्टॉलेशन / क्विक स्टार्ट 
+![Docker](https://img.shields.io/badge/docker-%230db7ed.svg?style=for-the-badge&logo=docker&logoColor=white)
+![Linux](https://img.shields.io/badge/Linux-FCC624?style=for-the-badge&logo=linux&logoColor=black)
+![macOS](https://img.shields.io/badge/mac%20os-000000?style=for-the-badge&logo=macos&logoColor=F0F0F0)
+![Windows](https://img.shields.io/badge/Windows-0078D6?style=for-the-badge&logo=windows&logoColor=white)
+
+[**उपयोग ट्यूटोरियल**](http://docs.dbgpt.cn/docs/overview)
+- [**इंस्टॉल**](http://docs.dbgpt.cn/docs/installation)
+  - [Docker](http://docs.dbgpt.cn/docs/installation/docker)
+  - [सोर्स कोड](http://docs.dbgpt.cn/docs/installation/sourcecode)
+- [**क्विकस्टार्ट**](http://docs.dbgpt.cn/docs/quickstart)
+- [**अनुप्रयोग**](http://docs.dbgpt.cn/docs/operation_manual)
+  - [डेवलपमेंट गाइड](http://docs.dbgpt.cn/docs/cookbook/app/data_analysis_app_develop) 
+  - [ऐप उपयोग](http://docs.dbgpt.cn/docs/application/app_usage)
+  - [AWEL फ्लो उपयोग](http://docs.dbgpt.cn/docs/application/awel_flow_usage)
+- [**डिबगिंग**](http://docs.dbgpt.cn/docs/operation_manual/advanced_tutorial/debugging)
+- [**उन्नत उपयोग**](http://docs.dbgpt.cn/docs/application/advanced_tutorial/cli)
+  - [SMMF](http://docs.dbgpt.cn/docs/application/advanced_tutorial/smmf)
+  - [फाइनट्यून](http://docs.dbgpt.cn/docs/application/fine_tuning_manual/dbgpt_hub)
+  - [AWEL](http://docs.dbgpt.cn/docs/awel/tutorial)
+
+
+## विशेषताएं
+
+वर्तमान में, हमने अपनी वर्तमान क्षमताओं को प्रदर्शित करने के लिए कई प्रमुख विशेषताओं का परिचय दिया है:
+- **प्राइवेट डोमेन Q&A & डेटा प्रोसेसिंग**
+
+  DB-GPT परियोजना ज्ञान आधार निर्माण में सुधार करने और संरचित और असंरचित डेटा दोनों के कुशल भंडारण और पुनर्प्राप्ति को सक्षम करने के लिए डिज़ाइन की गई कार्यक्षमताओं की एक श्रृंखला प्रदान करती है। इन कार्यक्षमताओं में कई फ़ाइल स्वरूपों को अपलोड करने के लिए अंतर्निहित समर्थन, कस्टम डेटा एक्सट्रैक्शन प्लग-इन्स को एकीकृत करने की क्षमता, और बड़ी मात्रा में जानकारी को प्रभावी ढंग से प्रबंधित करने के लिए एकीकृत वेक्टर भंडारण और पुनर्प्राप्ति क्षमताएं शामिल हैं।
+
+- **मल्टी-डेटा स्रोत & GBI (जनरेटिव बिजनेस इंटेलिजेंस)**
+
+  DB-GPT परियोजना Excel, डेटाबेस और डेटा गोदाम सहित विविध डेटा स्रोतों के साथ सहज प्राकृतिक भाषा इंटरैक्शन को सुविधाजनक बनाती है। यह इन स्रोतों से जानकारी को क्वेरी और पुनर्प्राप्त करने की प्रक्रिया को सरल बनाता है, उपयोगकर्ताओं को सहज बातचीत में संलग्न होने और अंतर्दृष्टि प्राप्त करने में सक्षम बनाता है। इसके अलावा, DB-GPT विश्लेषणात्मक रिपोर्ट उत्पन्न करने का समर्थन करता है, उपयोगकर्ताओं को मूल्यवान डेटा सारांश और व्याख्याएं प्रदान करता है।
+
+- **मल्टी-एजेंट और प्लगइन्स**
+
+  यह विभिन्न कार्यों को करने के लिए कस्टम प्लग-इन्स का समर्थन प्रदान करता है और मूल रूप से Auto-GPT प्लग-इन मॉडल को एकीकृत करता है। एजेंट प्रोटोकॉल एजेंट प्रोटोकॉल मानक का पालन करता है।
+
+- **स्वचालित फाइन-ट्यूनिंग text2SQL**
+
+  हमने बड़े भाषा मॉडलों (LLMs), Text2SQL डेटासेट, LoRA/QLoRA/Pturning और अन्य फाइन-ट्यूनिंग विधियों पर केंद्रित एक स्वचालित फाइन-ट्यूनिंग हल्का फ्रेमवर्क विकसित किया है। यह फ्रेमवर्क Text-to-SQL फाइन-ट्यूनिंग को सरल बनाता है, इसे एक असेंबली लाइन प्रक्रिया जितना सरल बनाता है। [DB-GPT-Hub](https://github.com/eosphoros-ai/DB-GPT-Hub)
+
+  - **SMMF (सर्विस-ओरिएंटेड मल्टी-मॉडल मैनेजमेंट फ्रेमवर्क)**
+
+    हम व्यापक मॉडल समर्थन प्रदान करते हैं, जिसमें ओपन-सोर्स और API एजेंट दोनों से दर्जनों बड़े भाषा मॉडल (LLMs) शामिल हैं, जैसे LLaMA/LLaMA2, Baichuan, ChatGLM, Wenxin, Tongyi, Zhipu, और कई अन्य। 
+
+  - समाचार
+    <table>
+      <thead>
+        <tr>
+          <th>प्रदाता</th>
+          <th>समर्थित</th>
+          <th>मॉडल</th>
+        </tr>
+      </thead>
+      <tbody>
+        <tr>
+          <td align="center" valign="middle">DeepSeek</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-0528">DeepSeek-R1-0528</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-V3-0324">DeepSeek-V3-0324</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1">DeepSeek-R1</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-V3">DeepSeek-V3</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-70B">DeepSeek-R1-Distill-Llama-70B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B">DeepSeek-R1-Distill-Qwen-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Instruct">DeepSeek-Coder-V2-Instruct</a><br/>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Qwen</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-235B-A22B">Qwen3-235B-A22B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-30B-A3B">Qwen3-30B-A3B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen3-32B">Qwen3-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/QwQ-32B">QwQ-32B</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct">Qwen2.5-Coder-32B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-Coder-14B-Instruct">Qwen2.5-Coder-14B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-72B-Instruct">Qwen2.5-72B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/Qwen/Qwen2.5-32B-Instruct">Qwen2.5-32B-Instruct</a><br/>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">GLM</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/GLM-Z1-32B-0414">GLM-Z1-32B-0414</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/GLM-4-32B-0414">GLM-4-32B-0414</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/THUDM/glm-4-9b-chat">Glm-4-9b-chat</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Llama</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-405B-Instruct">Meta-Llama-3.1-405B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-70B-Instruct">Meta-Llama-3.1-70B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct">Meta-Llama-3.1-8B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct">Meta-Llama-3-70B-Instruct</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct">Meta-Llama-3-8B-Instruct</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Gemma</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2-27b-it">gemma-2-27b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2-9b-it">gemma-2-9b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-7b-it">gemma-7b-it</a><br>
+            🔥🔥🔥  <a href="https://huggingface.co/google/gemma-2b-it">gemma-2b-it</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Yi</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-34B-Chat">Yi-1.5-34B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-9B-Chat">Yi-1.5-9B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-1.5-6B-Chat">Yi-1.5-6B-Chat</a><br/>
+            🔥🔥🔥  <a href="https://huggingface.co/01-ai/Yi-34B-Chat">Yi-34B-Chat</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Starling</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/Nexusflow/Starling-LM-7B-beta">Starling-LM-7B-beta</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">SOLAR</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/upstage/SOLAR-10.7B-Instruct-v1.0">SOLAR-10.7B</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Mixtral</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1">Mixtral-8x7B</a>
+          </td>
+        </tr>
+        <tr>
+          <td align="center" valign="middle">Phi</td>
+          <td align="center" valign="middle">✅</td>
+          <td>
+            🔥🔥🔥  <a href="https://huggingface.co/collections/microsoft/phi-3-6626e15e9585a200d2d761e3">Phi-3</a>
+          </td>
+        </tr>
+      </tbody>
+    </table>
+
+- [अधिक समर्थित LLMs](http://docs.dbgpt.site/docs/modules/smmf)
+
+- **गोपनीयता और सुरक्षा**
+  
+  हम विभिन्न तकनीकों के कार्यान्वयन के माध्यम से डेटा की गोपनीयता और सुरक्षा सुनिश्चित करते हैं, जिसमें निजीकरण बड़े मॉडल और प्रॉक्सी डेसेंसिटाइज़ेशन शामिल हैं।
+
+- समर्थित डेटा स्रोत
+  - [डेटा स्रोत](http://docs.dbgpt.cn/docs/modules/connections)
+
+## छवि
+🌐 [AutoDL छवि](https://www.codewithgpu.com/i/eosphoros-ai/DB-GPT/dbgpt)
+
+
+
+## योगदान
+
+- नए योगदान के लिए विस्तृत दिशानिर्देशों की जांच करने के लिए, कृपया [कैसे योगदान करें](https://github.com/eosphoros-ai/DB-GPT/blob/main/CONTRIBUTING.md) देखें
+
+### योगदानकर्ता दीवार
+<a href="https://github.com/eosphoros-ai/DB-GPT/graphs/contributors">
+  <img src="https://contrib.rocks/image?repo=eosphoros-ai/DB-GPT&max=200" />
+</a>
+
+
+## लाइसेंस
+MIT लाइसेंस (MIT)
+
+## डिस्क्लेमर
+- [डिस्क्लेमर](./DISCKAIMER.md)
+
+## उद्धरण
+यदि आप DB-GPT की समग्र वास्तुकला को समझना चाहते हैं, तो कृपया <a href="https://arxiv.org/abs/2312.17449" target="_blank">पेपर</a> और <a href="https://arxiv.org/abs/2404.10209" target="_blank">पेपर</a> का उद्धरण करें
+
+यदि आप एजेंट विकास के लिए DB-GPT का उपयोग सीखना चाहते हैं, तो कृपया <a href="https://arxiv.org/abs/2412.13520" target="_blank">पेपर</a> का उद्धरण करें
+```bibtex
+@article{xue2023dbgpt,
+      title={DB-GPT: Empowering Database Interactions with Private Large Language Models}, 
+      author={Siqiao Xue and Caigao Jiang and Wenhui Shi and Fangyin Cheng and Keting Chen and Hongjun Yang and Zhiping Zhang and Jianshan He and Hongyang Zhang and Ganglin Wei and Wang Zhao and Fan Zhou and Danrui Qi and Hong Yi and Shaodong Liu and Faqiang Chen},
+      year={2023},
+      journal={arXiv preprint arXiv:2312.17449},
+      url={https://arxiv.org/abs/2312.17449}
+}
+@misc{huang2024romasrolebasedmultiagentdatabase,
+      title={ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning}, 
+      author={Yi Huang and Fangyin Cheng and Fan Zhou and Jiahui Li and Jian Gong and Hongjun Yang and Zhidong Fan and Caigao Jiang and Siqiao Xue and Faqiang Chen},
+      year={2024},
+      eprint={2412.13520},
+      archivePrefix={arXiv},
+      primaryClass={cs.AI},
+      url={https://arxiv.org/abs/2412.13520}, 
+}
+@inproceedings{xue2024demonstration,
+      title={Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models}, 
+      author={Siqiao Xue and Danrui Qi and Caigao Jiang and Wenhui Shi and Fangyin Cheng and Keting Chen and Hongjun Yang and Zhiping Zhang and Jianshan He and Hongyang Zhang and Ganglin Wei and Wang Zhao and Fan Zhou and Hong Yi and Shaodong Liu and Hongjun Yang and Faqiang Chen},
+      year={2024},
+      booktitle = "Proceedings of the VLDB Endowment",
+      url={https://arxiv.org/abs/2404.10209}
+}
+```
+
+
+## संपर्क जानकारी
+DB-GPT में योगदान करने वाले सभी लोगों को धन्यवाद! आपकी विचार, कोड, टिप्पणियां, और यहां तक कि घटनाओं और सोशल प्लेटफार्मों पर उन्हें साझा करना DB-GPT को बेहतर बना सकता है।
+हम एक समुदाय बनाने पर काम कर रहे हैं, यदि आपके पास समुदाय बनाने के लिए कोई विचार हैं, तो कृपया हमसे संपर्क करें।  
+
+- [GitHub मुद्दे](https://github.com/eosphoros-ai/DB-GPT/issues) ⭐️: GB-DPT का उपयोग करने के बारे में प्रश्नों के लिए, CONTRIBUTING देखें।  
+- [GitHub चर्चाएं](https://github.com/orgs/eosphoros-ai/discussions) ⭐️: अपना अनुभव या अद्वितीय ऐप्स साझा करें।  
+- [ट्विटर](https://x.com/DBGPT_AI) ⭐️: कृपया हमसे बात करने के लिए स्वतंत्र महसूस करें।  
+
+
+[![स्टार इतिहास चार्ट](https://api.star-history.com/svg?repos=csunny/DB-GPT&type=Date)](https://star-history.com/#csunny/DB-GPT)

assets/schema/dbgpt.sql

@@ -0,0 +1,695 @@
+-- You can change `dbgpt` to your actual metadata database name in your `.env` file
+-- eg. `LOCAL_DB_NAME=dbgpt`
+
+CREATE
+DATABASE IF NOT EXISTS dbgpt;
+use dbgpt;
+
+-- For alembic migration tool
+CREATE TABLE IF NOT EXISTS `alembic_version`
+(
+    version_num VARCHAR(32) NOT NULL,
+    CONSTRAINT alembic_version_pkc PRIMARY KEY (version_num)
+) DEFAULT CHARSET=utf8mb4 ;
+
+CREATE TABLE IF NOT EXISTS `knowledge_space`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `name`         varchar(100) NOT NULL COMMENT 'knowledge space name',
+    `vector_type`  varchar(50)  NOT NULL COMMENT 'vector type',
+    `domain_type`  varchar(50)  NOT NULL COMMENT 'domain type',
+    `desc`         varchar(500) NOT NULL COMMENT 'description',
+    `owner`        varchar(100) DEFAULT NULL COMMENT 'owner',
+    `context`      TEXT         DEFAULT NULL COMMENT 'context argument',
+    `gmt_created`  TIMESTAMP    DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_name` (`name`) COMMENT 'index:idx_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge space table';
+
+CREATE TABLE IF NOT EXISTS `knowledge_document`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `doc_token`    varchar(100) NULL COMMENT 'doc token',
+    `space`        varchar(50)  NOT NULL COMMENT 'knowledge space',
+    `chunk_size`   int          NOT NULL COMMENT 'chunk size',
+    `last_sync`    TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'last sync time',
+    `status`       varchar(50)  NOT NULL COMMENT 'status TODO,RUNNING,FAILED,FINISHED',
+    `content`      LONGTEXT     NOT NULL COMMENT 'knowledge embedding sync result',
+    `result`       TEXT NULL COMMENT 'knowledge content',
+    `questions`    TEXT NULL COMMENT 'document related questions',
+    `vector_ids`   LONGTEXT NULL COMMENT 'vector_ids',
+    `summary`      LONGTEXT NULL COMMENT 'knowledge summary',
+    `gmt_created`  TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_doc_name` (`doc_name`) COMMENT 'index:idx_doc_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document table';
+
+CREATE TABLE IF NOT EXISTS `document_chunk`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `document_id`  int          NOT NULL COMMENT 'document parent id',
+    `content`      longtext     NOT NULL COMMENT 'chunk content',
+    `questions`    text         NULL COMMENT 'chunk related questions',
+    `meta_info`    text NOT NULL COMMENT 'metadata info',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_document_id` (`document_id`) COMMENT 'index:document_id'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document chunk detail';
+
+
+CREATE TABLE IF NOT EXISTS `connect_config`
+(
+    `id`       int          NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `db_type`  varchar(255) NOT NULL COMMENT 'db type',
+    `db_name`  varchar(255) NOT NULL COMMENT 'db name',
+    `db_path`  varchar(255) DEFAULT NULL COMMENT 'file db path',
+    `db_host`  varchar(255) DEFAULT NULL COMMENT 'db connect host(not file db)',
+    `db_port`  varchar(255) DEFAULT NULL COMMENT 'db cnnect port(not file db)',
+    `db_user`  varchar(255) DEFAULT NULL COMMENT 'db user',
+    `db_pwd`   varchar(255) DEFAULT NULL COMMENT 'db password',
+    `comment`  text COMMENT 'db comment',
+    `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+    `user_name`  varchar(255) DEFAULT NULL COMMENT 'user name',
+    `user_id`  varchar(255) DEFAULT NULL COMMENT 'user id',
+    `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+    `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+    `ext_config` text COMMENT 'Extended configuration, json format',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_db` (`db_name`),
+    KEY        `idx_q_db_type` (`db_type`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT 'Connection confi';
+
+CREATE TABLE IF NOT EXISTS `chat_history`
+(
+    `id`        int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`  varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `chat_mode` varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation scene mode',
+    `summary`   longtext COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record summary',
+    `user_name` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'interlocutor',
+    `messages`  text COLLATE utf8mb4_unicode_ci COMMENT 'Conversation details',
+    `message_ids` text COLLATE utf8mb4_unicode_ci COMMENT 'Message id list, split by comma',
+    `app_code` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'App unique code',
+    `sys_code`  varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `conv_uid` (`conv_uid`),
+    PRIMARY KEY (`id`),
+    KEY `idx_chat_his_app_code` (`app_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history';
+
+CREATE TABLE IF NOT EXISTS `chat_history_message`
+(
+    `id`             int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`       varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `index`          int                                     NOT NULL COMMENT 'Message index',
+    `round_index`    int                                     NOT NULL COMMENT 'Round of conversation',
+    `message_detail` longtext COLLATE utf8mb4_unicode_ci COMMENT 'Message details, json format',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `message_uid_index` (`conv_uid`, `index`),
+    PRIMARY KEY (`id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history message';
+
+
+CREATE TABLE IF NOT EXISTS `chat_feed_back`
+(
+    `id`              bigint(20) NOT NULL AUTO_INCREMENT,
+    `conv_uid`        varchar(128) DEFAULT NULL COMMENT 'Conversation ID',
+    `conv_index`      int(4) DEFAULT NULL COMMENT 'Round of conversation',
+    `score`           int(1) DEFAULT NULL COMMENT 'Score of user',
+    `ques_type`       varchar(32)  DEFAULT NULL COMMENT 'User question category',
+    `question`        longtext     DEFAULT NULL COMMENT 'User question',
+    `knowledge_space` varchar(128) DEFAULT NULL COMMENT 'Knowledge space name',
+    `messages`        longtext     DEFAULT NULL COMMENT 'The details of user feedback',
+    `message_id`      varchar(255)  NULL COMMENT 'Message id',
+    `feedback_type`   varchar(50)  NULL COMMENT 'Feedback type like or unlike',
+    `reason_types`    varchar(255)  NULL COMMENT 'Feedback reason categories',
+    `remark`          text          NULL COMMENT 'Feedback remark',
+    `user_code`       varchar(128)  NULL COMMENT 'User code',
+    `user_name`       varchar(128) DEFAULT NULL COMMENT 'User name',
+    `gmt_created`     timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`    timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_conv` (`conv_uid`,`conv_index`),
+    KEY               `idx_conv` (`conv_uid`,`conv_index`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='User feedback table';
+
+
+CREATE TABLE IF NOT EXISTS `my_plugin`
+(
+    `id`          int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `tenant`      varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user tenant',
+    `user_code`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'user code',
+    `user_name`   varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user name',
+    `name`        varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `file_name`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin package file name',
+    `type`        varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `use_count`   int                                     DEFAULT NULL COMMENT 'plugin total use count',
+    `succ_count`  int                                     DEFAULT NULL COMMENT 'plugin total success count',
+    `sys_code`    varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created` TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin install time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='User plugin table';
+
+CREATE TABLE IF NOT EXISTS `plugin_hub`
+(
+    `id`              int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `name`            varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `description`     varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin description',
+    `author`          varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author',
+    `email`           varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author email',
+    `type`            varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`         varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `storage_channel` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin storage channel',
+    `storage_url`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download url',
+    `download_param`  varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download param',
+    `gmt_created`     TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin upload time',
+    `installed`       int                                     DEFAULT NULL COMMENT 'plugin already installed count',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Plugin Hub table';
+
+
+CREATE TABLE IF NOT EXISTS `prompt_manage`
+(
+    `id`             int(11) NOT NULL AUTO_INCREMENT,
+    `chat_scene`     varchar(100) DEFAULT NULL COMMENT 'Chat scene',
+    `sub_chat_scene` varchar(100) DEFAULT NULL COMMENT 'Sub chat scene',
+    `prompt_type`    varchar(100) DEFAULT NULL COMMENT 'Prompt type: common or private',
+    `prompt_name`    varchar(256) DEFAULT NULL COMMENT 'prompt name',
+    `prompt_code`    varchar(256) DEFAULT NULL COMMENT 'prompt code',
+    `content`        longtext COMMENT 'Prompt content',
+    `input_variables` varchar(1024) DEFAULT NULL COMMENT 'Prompt input variables(split by comma))',
+    `response_schema` text  DEFAULT NULL COMMENT 'Prompt response schema',
+    `model` varchar(128) DEFAULT NULL COMMENT 'Prompt model name(we can use different models for different prompt)',
+    `prompt_language` varchar(32) DEFAULT NULL COMMENT 'Prompt language(eg:en, zh-cn)',
+    `prompt_format` varchar(32) DEFAULT 'f-string' COMMENT 'Prompt format(eg: f-string, jinja2)',
+    `prompt_desc`    varchar(512) DEFAULT NULL COMMENT 'Prompt description',
+    `user_code`     varchar(128) DEFAULT NULL COMMENT 'User code',
+    `user_name`      varchar(128) DEFAULT NULL COMMENT 'User name',
+    `sys_code`       varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`    timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`   timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `prompt_name_uiq` (`prompt_name`, `sys_code`, `prompt_language`, `model`),
+    KEY              `gmt_created_idx` (`gmt_created`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Prompt management table';
+
+
+
+ CREATE TABLE IF NOT EXISTS `gpts_conversations` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `user_goal` text NOT NULL COMMENT 'User''s goals content',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'The gpts name',
+  `state` varchar(255) DEFAULT NULL COMMENT 'The gpts state',
+  `max_auto_reply_round` int(11) NOT NULL COMMENT 'max auto reply round',
+  `auto_reply_count` int(11) NOT NULL COMMENT 'auto reply count',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app ',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NULL COMMENT 'agent team work mode',
+
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_conversations` (`conv_id`),
+  KEY `idx_gpts_name` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt conversations";
+
+CREATE TABLE IF NOT EXISTS `gpts_instance` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `gpts_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `resource_db` text COMMENT 'List of structured database names contained in the current gpts',
+  `resource_internet` text COMMENT 'Is it possible to retrieve information from the internet',
+  `resource_knowledge` text COMMENT 'List of unstructured database names contained in the current gpts',
+  `gpts_agents` varchar(1000) DEFAULT NULL COMMENT 'List of agents names contained in the current gpts',
+  `gpts_models` varchar(1000) DEFAULT NULL COMMENT 'List of llm model names contained in the current gpts',
+  `language` varchar(100) DEFAULT NULL COMMENT 'gpts language',
+  `user_code` varchar(255) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `is_sustainable` tinyint(1) NOT NULL COMMENT 'Applications for sustainable dialogue',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts instance";
+
+CREATE TABLE `gpts_messages` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sender` varchar(255) NOT NULL COMMENT 'Who speaking in the current conversation turn',
+  `receiver` varchar(255) NOT NULL COMMENT 'Who receive message in the current conversation turn',
+  `model_name` varchar(255) DEFAULT NULL COMMENT 'message generate model',
+  `rounds` int(11) NOT NULL COMMENT 'dialogue turns',
+  `is_success` int(4)  NULL DEFAULT 0 COMMENT 'agent message is success',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `content` longtext COMMENT 'Content of the speech',
+  `current_goal` text COMMENT 'The target corresponding to the current message',
+  `context` text COMMENT 'Current conversation context',
+  `review_info` text COMMENT 'Current conversation review info',
+  `action_report` longtext COMMENT 'Current conversation action report',
+  `resource_info` text DEFAULT NULL  COMMENT 'Current conversation resource info',
+  `role` varchar(255) DEFAULT NULL COMMENT 'The role of the current message content',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_q_messages` (`conv_id`,`rounds`,`sender`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts message";
+
+
+CREATE TABLE `gpts_plans` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sub_task_num` int(11) NOT NULL COMMENT 'Subtask number',
+  `sub_task_title` varchar(255) NOT NULL COMMENT 'subtask title',
+  `sub_task_content` text NOT NULL COMMENT 'subtask content',
+  `sub_task_agent` varchar(255) DEFAULT NULL COMMENT 'Available agents corresponding to subtasks',
+  `resource_name` varchar(255) DEFAULT NULL COMMENT 'resource name',
+  `rely` varchar(255) DEFAULT NULL COMMENT 'Subtask dependencies，like: 1,2,3',
+  `agent_model` varchar(255) DEFAULT NULL COMMENT 'LLM model used by subtask processing agents',
+  `retry_times` int(11) DEFAULT NULL COMMENT 'number of retries',
+  `max_retry_times` int(11) DEFAULT NULL COMMENT 'Maximum number of retries',
+  `state` varchar(255) DEFAULT NULL COMMENT 'subtask status',
+  `result` longtext COMMENT 'subtask result',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_sub_task` (`conv_id`,`sub_task_num`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt plan";
+
+-- dbgpt.dbgpt_serve_flow definition
+CREATE TABLE `dbgpt_serve_flow` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `uid` varchar(128) NOT NULL COMMENT 'Unique id',
+  `dag_id` varchar(128) DEFAULT NULL COMMENT 'DAG id',
+  `name` varchar(128) DEFAULT NULL COMMENT 'Flow name',
+  `flow_data` longtext COMMENT 'Flow data, JSON format',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT NULL COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT NULL COMMENT 'Record update time',
+  `flow_category` varchar(64) DEFAULT NULL COMMENT 'Flow category',
+  `description` varchar(512) DEFAULT NULL COMMENT 'Flow description',
+  `state` varchar(32) DEFAULT NULL COMMENT 'Flow state',
+  `error_message` varchar(512) NULL comment 'Error message',
+  `source` varchar(64) DEFAULT NULL COMMENT 'Flow source',
+  `source_url` varchar(512) DEFAULT NULL COMMENT 'Flow source url',
+  `version` varchar(32) DEFAULT NULL COMMENT 'Flow version',
+  `define_type` varchar(32) null comment 'Flow define type(json or python)',
+  `label` varchar(128) DEFAULT NULL COMMENT 'Flow label',
+  `editable` int DEFAULT NULL COMMENT 'Editable, 0: editable, 1: not editable',
+  `variables` text DEFAULT NULL COMMENT 'Flow variables, JSON format',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_sys_code` (`sys_code`),
+  KEY `ix_dbgpt_serve_flow_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_dag_id` (`dag_id`),
+  KEY `ix_dbgpt_serve_flow_user_name` (`user_name`),
+  KEY `ix_dbgpt_serve_flow_name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_file definition
+CREATE TABLE `dbgpt_serve_file` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `bucket` varchar(255) NOT NULL COMMENT 'Bucket name',
+  `file_id` varchar(255) NOT NULL COMMENT 'File id',
+  `file_name` varchar(256) NOT NULL COMMENT 'File name',
+  `file_size` int DEFAULT NULL COMMENT 'File size',
+  `storage_type` varchar(32) NOT NULL COMMENT 'Storage type',
+  `storage_path` varchar(512) NOT NULL COMMENT 'Storage path',
+  `uri` varchar(512) NOT NULL COMMENT 'File URI',
+  `custom_metadata` text DEFAULT NULL COMMENT 'Custom metadata, JSON format',
+  `file_hash` varchar(128) DEFAULT NULL COMMENT 'File hash',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_bucket_file_id` (`bucket`, `file_id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_variables definition
+CREATE TABLE `dbgpt_serve_variables` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `key` varchar(128) NOT NULL COMMENT 'Variable key',
+  `name` varchar(128) DEFAULT NULL COMMENT 'Variable name',
+  `label` varchar(128) DEFAULT NULL COMMENT 'Variable label',
+  `value` text DEFAULT NULL COMMENT 'Variable value, JSON format',
+  `value_type` varchar(32) DEFAULT NULL COMMENT 'Variable value type(string, int, float, bool)',
+  `category` varchar(32) DEFAULT 'common' COMMENT 'Variable category(common or secret)',
+  `encryption_method` varchar(32) DEFAULT NULL COMMENT 'Variable encryption method(fernet, simple, rsa, aes)',
+  `salt` varchar(128) DEFAULT NULL COMMENT 'Variable salt',
+  `scope` varchar(32) DEFAULT 'global' COMMENT 'Variable scope(global,flow,app,agent,datasource,flow_priv,agent_priv, ""etc)',
+  `scope_key` varchar(256) DEFAULT NULL COMMENT 'Variable scope key, default is empty, for scope is "flow_priv", the scope_key is dag id of flow',
+  `enabled` int DEFAULT 1 COMMENT 'Variable enabled, 0: disabled, 1: enabled',
+  `description` text DEFAULT NULL COMMENT 'Variable description',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  KEY `ix_your_table_name_key` (`key`),
+  KEY `ix_your_table_name_name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+CREATE TABLE `dbgpt_serve_model` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `host` varchar(255) NOT NULL COMMENT 'The model worker host',
+  `port` int NOT NULL COMMENT 'The model worker port',
+  `model` varchar(255) NOT NULL COMMENT 'The model name',
+  `provider` varchar(255) NOT NULL COMMENT 'The model provider',
+  `worker_type` varchar(255) NOT NULL COMMENT 'The worker type',
+  `params` text NOT NULL COMMENT 'The model parameters, JSON format',
+  `enabled` int DEFAULT 1 COMMENT 'Whether the model is enabled, if it is enabled, it will be started when the system starts, 1 is enabled, 0 is disabled',
+  `worker_name` varchar(255) DEFAULT NULL COMMENT 'The worker name',
+  `description` text DEFAULT NULL COMMENT 'The model description',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_user_name` (`user_name`),
+  KEY `idx_sys_code` (`sys_code`),
+  UNIQUE KEY `uk_model_provider_type` (`model`, `provider`, `worker_type`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Model persistence table';
+
+-- dbgpt.gpts_app definition
+CREATE TABLE `gpts_app` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `app_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `language` varchar(100) NOT NULL COMMENT 'gpts language',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `team_context` text COMMENT 'The execution logic and team member content that teams with different working modes rely on',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `icon` varchar(1024) DEFAULT NULL COMMENT 'app icon, url',
+  `published` varchar(64) DEFAULT 'false' COMMENT 'Has it been published?',
+  `param_need` text DEFAULT NULL COMMENT 'Parameter information supported by the application',
+  `admins` text DEFAULT NULL COMMENT 'administrator',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app` (`app_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+CREATE TABLE `gpts_app_collection` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `user_code` int(11) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_app_code` (`app_code`),
+  KEY `idx_user_code` (`user_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt collections";
+
+-- dbgpt.gpts_app_detail definition
+CREATE TABLE `gpts_app_detail` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `agent_name` varchar(255) NOT NULL COMMENT ' Agent name',
+  `node_id` varchar(255) NOT NULL COMMENT 'Current AI assistant Agent Node id',
+  `resources` text COMMENT 'Agent bind  resource',
+  `prompt_template` text COMMENT 'Agent bind  template',
+  `llm_strategy` varchar(25) DEFAULT NULL COMMENT 'Agent use llm strategy',
+  `llm_strategy_value` text COMMENT 'Agent use llm strategy value',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app_agent_node` (`app_name`,`agent_name`,`node_id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+
+-- For deploy model cluster of DB-GPT(StorageModelRegistry)
+CREATE TABLE IF NOT EXISTS `dbgpt_cluster_registry_instance` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `model_name` varchar(128) NOT NULL COMMENT 'Model name',
+  `host` varchar(128) NOT NULL COMMENT 'Host of the model',
+  `port` int(11) NOT NULL COMMENT 'Port of the model',
+  `weight` float DEFAULT 1.0 COMMENT 'Weight of the model',
+  `check_healthy` tinyint(1) DEFAULT 1 COMMENT 'Whether to check the health of the model',
+  `healthy` tinyint(1) DEFAULT 0 COMMENT 'Whether the model is healthy',
+  `enabled` tinyint(1) DEFAULT 1 COMMENT 'Whether the model is enabled',
+  `prompt_template` varchar(128) DEFAULT NULL COMMENT 'Prompt template for the model instance',
+  `last_heartbeat` datetime DEFAULT NULL COMMENT 'Last heartbeat time of the model instance',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_model_instance` (`model_name`, `host`, `port`, `sys_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='Cluster model instance table, for registering and managing model instances';
+
+-- dbgpt.recommend_question definition
+CREATE TABLE `recommend_question` (
+  `id` bigint(20) unsigned NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gmt_create` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'create time',
+  `gmt_modified` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'last update time',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `question` text DEFAULT NULL COMMENT 'question',
+  `user_code` varchar(255) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) NULL COMMENT 'system app code',
+  `valid` varchar(10) DEFAULT 'true' COMMENT 'is it effective，true/false',
+  `chat_mode` varchar(255) DEFAULT NULL COMMENT 'Conversation scene mode，chat_knowledge...',
+  `params` text DEFAULT NULL COMMENT 'question param',
+  `is_hot_question` varchar(10) DEFAULT 'false' COMMENT 'Is it a popular recommendation question?',
+  PRIMARY KEY (`id`),
+  KEY `idx_rec_q_app_code` (`app_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT="AI application related recommendation issues";
+
+-- dbgpt.user_recent_apps definition
+CREATE TABLE `user_recent_apps` (
+  `id` bigint(20) unsigned NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gmt_create` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'create time',
+  `gmt_modified` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'last update time',
+  `app_code` varchar(255) NOT NULL COMMENT 'AI assistant code',
+  `last_accessed` timestamp NULL DEFAULT NULL COMMENT 'User recent usage time',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  PRIMARY KEY (`id`),
+  KEY `idx_user_r_app_code` (`app_code`),
+  KEY `idx_last_accessed` (`last_accessed`),
+  KEY `idx_user_code` (`user_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='User recently used apps';
+
+-- dbgpt.dbgpt_serve_dbgpts_my definition
+CREATE TABLE `dbgpt_serve_dbgpts_my` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `name` varchar(255)  NOT NULL COMMENT 'plugin name',
+  `user_code` varchar(255)  DEFAULT NULL COMMENT 'user code',
+  `user_name` varchar(255)  DEFAULT NULL COMMENT 'user name',
+  `file_name` varchar(255)  NOT NULL COMMENT 'plugin package file name',
+  `type` varchar(255)  DEFAULT NULL COMMENT 'plugin type',
+  `version` varchar(255)  DEFAULT NULL COMMENT 'plugin version',
+  `use_count` int DEFAULT NULL COMMENT 'plugin total use count',
+  `succ_count` int DEFAULT NULL COMMENT 'plugin total success count',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin install time',
+  `gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `name` (`name`, `user_name`),
+  KEY `ix_my_plugin_sys_code` (`sys_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_dbgpts_hub definition
+CREATE TABLE `dbgpt_serve_dbgpts_hub` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `name` varchar(255) NOT NULL COMMENT 'plugin name',
+  `description` varchar(255)  NULL COMMENT 'plugin description',
+  `author` varchar(255) DEFAULT NULL COMMENT 'plugin author',
+  `email` varchar(255) DEFAULT NULL COMMENT 'plugin author email',
+  `type` varchar(255) DEFAULT NULL COMMENT 'plugin type',
+  `version` varchar(255) DEFAULT NULL COMMENT 'plugin version',
+  `storage_channel` varchar(255) DEFAULT NULL COMMENT 'plugin storage channel',
+  `storage_url` varchar(255) DEFAULT NULL COMMENT 'plugin download url',
+  `download_param` varchar(255) DEFAULT NULL COMMENT 'plugin download param',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin upload time',
+  `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+  `installed` int DEFAULT NULL COMMENT 'plugin already installed count',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.evaluate_manage definition
+CREATE TABLE `evaluate_manage` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `evaluate_code` varchar(256) NOT NULL COMMENT 'evaluate unique code',
+  `scene_key` varchar(100)  DEFAULT NULL COMMENT 'scene key',
+  `scene_value` varchar(256) DEFAULT NULL COMMENT 'scene value',
+  `context` text DEFAULT NULL COMMENT 'context',
+  `evaluate_metrics` varchar(599) DEFAULT NULL COMMENT 'evaluate metrics',
+  `datasets_name` varchar(256) DEFAULT NULL COMMENT 'datasets name',
+  `datasets` text DEFAULT NULL COMMENT 'datasets content',
+  `storage_type` varchar(256) DEFAULT NULL COMMENT 'result storage type',
+  `parallel_num` int DEFAULT NULL COMMENT 'execute parallel thread number',
+  `state` VARCHAR(100) DEFAULT NULL COMMENT 'execute state',
+  `result` text DEFAULT NULL COMMENT 'evaluate result',
+  `log_info` text DEFAULT NULL COMMENT 'evaluate error log',
+  `average_score` text DEFAULT NULL COMMENT 'metrics average score',
+  `user_id` varchar(100) DEFAULT NULL COMMENT 'user id',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'user name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'system code',
+  `gmt_create` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'benchmark create time',
+  `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'benchmark finish time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_evaluate` (`evaluate_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.benchmark_summary definition
+CREATE TABLE `benchmark_summary` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `round_id` int NOT NULL COMMENT 'task round id',
+  `output_path` varchar(512)  NULL COMMENT 'output file path',
+  `right` int DEFAULT NULL COMMENT 'right number',
+  `wrong` int DEFAULT NULL COMMENT 'wrong number',
+  `failed` int DEFAULT NULL COMMENT 'failed number',
+  `exception` int DEFAULT NULL COMMENT 'exception number',
+  `llm_code` varchar(256) DEFAULT NULL COMMENT 'benchmark llm code',
+  `evaluate_code` varchar(256) DEFAULT NULL COMMENT 'benchmark evaluate code',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'benchmark create time',
+  `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'benchmark finish time',
+  PRIMARY KEY (`id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- share_links, Store conversation share link tokens
+CREATE TABLE `share_links` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Primary key',
+  `token` varchar(64) NOT NULL COMMENT 'Unique random share token',
+  `conv_uid` varchar(255) NOT NULL COMMENT 'The conversation uid being shared',
+  `created_by` varchar(255) DEFAULT NULL COMMENT 'User who created the share link',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'Creation time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_share_token` (`token`),
+  KEY `ix_share_links_token` (`token`),
+  KEY `ix_share_links_conv_uid` (`conv_uid`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Conversation share link table';
+
+
+CREATE
+DATABASE IF NOT EXISTS EXAMPLE_1;
+use EXAMPLE_1;
+CREATE TABLE IF NOT EXISTS `users`
+(
+    `id`       int         NOT NULL AUTO_INCREMENT,
+    `username` varchar(50) NOT NULL COMMENT '用户名',
+    `password` varchar(50) NOT NULL COMMENT '密码',
+    `email`    varchar(50) NOT NULL COMMENT '邮箱',
+    `phone`    varchar(20) DEFAULT NULL COMMENT '电话',
+    PRIMARY KEY (`id`),
+    KEY        `idx_username` (`username`) COMMENT '索引：按用户名查询'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='聊天用户表';
+
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_1', 'password_1', 'user_1@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_2', 'password_2', 'user_2@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_3', 'password_3', 'user_3@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_4', 'password_4', 'user_4@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_5', 'password_5', 'user_5@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_6', 'password_6', 'user_6@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_7', 'password_7', 'user_7@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_8', 'password_8', 'user_8@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_9', 'password_9', 'user_9@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_10', 'password_10', 'user_10@example.com', '12345678900');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_11', 'password_11', 'user_11@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_12', 'password_12', 'user_12@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_13', 'password_13', 'user_13@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_14', 'password_14', 'user_14@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_15', 'password_15', 'user_15@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_16', 'password_16', 'user_16@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_17', 'password_17', 'user_17@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_18', 'password_18', 'user_18@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_19', 'password_19', 'user_19@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_20', 'password_20', 'user_20@example.com', '12345678900');
+
+
+-- connector_instance, Persist MCP connector instances (encrypted credentials, transport/extra config, lifecycle status)
+CREATE TABLE IF NOT EXISTS `connector_instance` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `connector_id` varchar(64) NOT NULL COMMENT 'Connector UUID',
+  `connector_type` varchar(64) NOT NULL COMMENT 'Connector type, e.g. yuque, feishu, custom_mcp',
+  `display_name` varchar(256) DEFAULT NULL COMMENT 'Display name',
+  `encrypted_credentials` text COMMENT 'Encrypted credentials JSON',
+  `encryption_salt` varchar(256) DEFAULT NULL COMMENT 'Encryption salt',
+  `status` varchar(32) DEFAULT NULL COMMENT 'Status: active / error / disconnected / needs_reactivation',
+  `config_json` text COMMENT 'Extra config JSON (server_uri, transport, description, auth_type, header_name, ...)',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` DATETIME DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` DATETIME DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_connector_instance_connector_id` (`connector_id`),
+  KEY `ix_connector_instance_user_name` (`user_name`),
+  KEY `ix_connector_instance_sys_code` (`sys_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='MCP connector instance table';
+
+-- dbgpt_serve_scheduled_task, Scheduled task definition table (chat replay type)
+CREATE TABLE IF NOT EXISTS `dbgpt_serve_scheduled_task` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `task_id` varchar(64) NOT NULL COMMENT 'Task UUID',
+  `task_name` varchar(256) NOT NULL COMMENT 'Task name',
+  `description` text DEFAULT NULL COMMENT 'Task description',
+  `task_type` varchar(32) NOT NULL DEFAULT 'chat_replay' COMMENT 'Task type, e.g. chat_replay',
+  `cron_expression` varchar(128) NOT NULL COMMENT 'Cron expression for scheduling',
+  `payload_json` text NOT NULL COMMENT 'Frozen conversation snapshot JSON',
+  `enabled` tinyint(1) NOT NULL DEFAULT 1 COMMENT 'Whether the task is enabled, 1: enabled, 0: disabled',
+  `created_at` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `updated_at` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_scheduled_task_task_id` (`task_id`),
+  KEY `ix_scheduled_task_task_type` (`task_type`),
+  KEY `ix_scheduled_task_user_name` (`user_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Scheduled task definition table';
+
+-- dbgpt_serve_scheduled_run, Scheduled task execution history (run records for each task trigger)
+CREATE TABLE IF NOT EXISTS `dbgpt_serve_scheduled_run` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `run_id` varchar(64) NOT NULL COMMENT 'Run UUID',
+  `task_id` varchar(64) NOT NULL COMMENT 'Associated task UUID',
+  `started_at` datetime NOT NULL COMMENT 'Run start time',
+  `finished_at` datetime DEFAULT NULL COMMENT 'Run finish time',
+  `status` varchar(32) NOT NULL COMMENT 'Run status: running / success / failed / timeout',
+  `result_summary` text DEFAULT NULL COMMENT 'Result summary',
+  `error_message` text DEFAULT NULL COMMENT 'Error message if failed',
+  `output_conv_uid` varchar(64) DEFAULT NULL COMMENT 'Output conversation UID generated by this run',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_scheduled_run_run_id` (`run_id`),
+  KEY `ix_scheduled_run_task_id` (`task_id`),
+  KEY `ix_scheduled_run_started_at` (`started_at`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Scheduled task execution history table';

assets/schema/upgrade/v0_5_1/upgrade_to_v0.5.1.sql

@@ -0,0 +1,3 @@
+USE dbgpt;
+ALTER TABLE  dbgpt_serve_flow
+    ADD COLUMN `error_message` varchar(512) null comment 'Error message' after `state`;

assets/schema/upgrade/v0_5_1/v0.5.0.sql

@@ -0,0 +1,394 @@
+-- Full SQL of v0.5.0, please not modify this file(It must be same as the file in the release package)
+
+CREATE
+DATABASE IF NOT EXISTS dbgpt;
+use dbgpt;
+
+-- For alembic migration tool
+CREATE TABLE IF NOT EXISTS `alembic_version`
+(
+    version_num VARCHAR(32) NOT NULL,
+    CONSTRAINT alembic_version_pkc PRIMARY KEY (version_num)
+) DEFAULT CHARSET=utf8mb4 ;
+
+CREATE TABLE IF NOT EXISTS `knowledge_space`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `name`         varchar(100) NOT NULL COMMENT 'knowledge space name',
+    `vector_type`  varchar(50)  NOT NULL COMMENT 'vector type',
+    `desc`         varchar(500) NOT NULL COMMENT 'description',
+    `owner`        varchar(100) DEFAULT NULL COMMENT 'owner',
+    `context`      TEXT         DEFAULT NULL COMMENT 'context argument',
+    `gmt_created`  TIMESTAMP    DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_name` (`name`) COMMENT 'index:idx_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge space table';
+
+CREATE TABLE IF NOT EXISTS `knowledge_document`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `space`        varchar(50)  NOT NULL COMMENT 'knowledge space',
+    `chunk_size`   int          NOT NULL COMMENT 'chunk size',
+    `last_sync`    TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'last sync time',
+    `status`       varchar(50)  NOT NULL COMMENT 'status TODO,RUNNING,FAILED,FINISHED',
+    `content`      LONGTEXT     NOT NULL COMMENT 'knowledge embedding sync result',
+    `result`       TEXT NULL COMMENT 'knowledge content',
+    `vector_ids`   LONGTEXT NULL COMMENT 'vector_ids',
+    `summary`      LONGTEXT NULL COMMENT 'knowledge summary',
+    `gmt_created`  TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_doc_name` (`doc_name`) COMMENT 'index:idx_doc_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document table';
+
+CREATE TABLE IF NOT EXISTS `document_chunk`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `document_id`  int          NOT NULL COMMENT 'document parent id',
+    `content`      longtext     NOT NULL COMMENT 'chunk content',
+    `meta_info`    varchar(200) NOT NULL COMMENT 'metadata info',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_document_id` (`document_id`) COMMENT 'index:document_id'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document chunk detail';
+
+
+
+CREATE TABLE IF NOT EXISTS `connect_config`
+(
+    `id`       int          NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `db_type`  varchar(255) NOT NULL COMMENT 'db type',
+    `db_name`  varchar(255) NOT NULL COMMENT 'db name',
+    `db_path`  varchar(255) DEFAULT NULL COMMENT 'file db path',
+    `db_host`  varchar(255) DEFAULT NULL COMMENT 'db connect host(not file db)',
+    `db_port`  varchar(255) DEFAULT NULL COMMENT 'db cnnect port(not file db)',
+    `db_user`  varchar(255) DEFAULT NULL COMMENT 'db user',
+    `db_pwd`   varchar(255) DEFAULT NULL COMMENT 'db password',
+    `comment`  text COMMENT 'db comment',
+    `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_db` (`db_name`),
+    KEY        `idx_q_db_type` (`db_type`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT 'Connection confi';
+
+CREATE TABLE IF NOT EXISTS `chat_history`
+(
+    `id`        int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`  varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `chat_mode` varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation scene mode',
+    `summary`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record summary',
+    `user_name` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'interlocutor',
+    `messages`  text COLLATE utf8mb4_unicode_ci COMMENT 'Conversation details',
+    `message_ids` text COLLATE utf8mb4_unicode_ci COMMENT 'Message id list, split by comma',
+    `sys_code`  varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `conv_uid` (`conv_uid`),
+    PRIMARY KEY (`id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history';
+
+CREATE TABLE IF NOT EXISTS `chat_history_message`
+(
+    `id`             int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`       varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `index`          int                                     NOT NULL COMMENT 'Message index',
+    `round_index`    int                                     NOT NULL COMMENT 'Round of conversation',
+    `message_detail` text COLLATE utf8mb4_unicode_ci COMMENT 'Message details, json format',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `message_uid_index` (`conv_uid`, `index`),
+    PRIMARY KEY (`id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history message';
+
+CREATE TABLE IF NOT EXISTS `chat_feed_back`
+(
+    `id`              bigint(20) NOT NULL AUTO_INCREMENT,
+    `conv_uid`        varchar(128) DEFAULT NULL COMMENT 'Conversation ID',
+    `conv_index`      int(4) DEFAULT NULL COMMENT 'Round of conversation',
+    `score`           int(1) DEFAULT NULL COMMENT 'Score of user',
+    `ques_type`       varchar(32)  DEFAULT NULL COMMENT 'User question category',
+    `question`        longtext     DEFAULT NULL COMMENT 'User question',
+    `knowledge_space` varchar(128) DEFAULT NULL COMMENT 'Knowledge space name',
+    `messages`        longtext     DEFAULT NULL COMMENT 'The details of user feedback',
+    `user_name`       varchar(128) DEFAULT NULL COMMENT 'User name',
+    `gmt_created`     timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`    timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_conv` (`conv_uid`,`conv_index`),
+    KEY               `idx_conv` (`conv_uid`,`conv_index`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='User feedback table';
+
+
+CREATE TABLE IF NOT EXISTS `my_plugin`
+(
+    `id`          int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `tenant`      varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user tenant',
+    `user_code`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'user code',
+    `user_name`   varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user name',
+    `name`        varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `file_name`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin package file name',
+    `type`        varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `use_count`   int                                     DEFAULT NULL COMMENT 'plugin total use count',
+    `succ_count`  int                                     DEFAULT NULL COMMENT 'plugin total success count',
+    `sys_code`    varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created` TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin install time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='User plugin table';
+
+CREATE TABLE IF NOT EXISTS `plugin_hub`
+(
+    `id`              int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `name`            varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `description`     varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin description',
+    `author`          varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author',
+    `email`           varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author email',
+    `type`            varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`         varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `storage_channel` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin storage channel',
+    `storage_url`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download url',
+    `download_param`  varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download param',
+    `gmt_created`     TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin upload time',
+    `installed`       int                                     DEFAULT NULL COMMENT 'plugin already installed count',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Plugin Hub table';
+
+
+CREATE TABLE IF NOT EXISTS `prompt_manage`
+(
+    `id`             int(11) NOT NULL AUTO_INCREMENT,
+    `chat_scene`     varchar(100) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Chat scene',
+    `sub_chat_scene` varchar(100) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Sub chat scene',
+    `prompt_type`    varchar(100) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt type: common or private',
+    `prompt_name`    varchar(256) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'prompt name',
+    `content`        longtext COLLATE utf8mb4_unicode_ci COMMENT 'Prompt content',
+    `input_variables` varchar(1024) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt input variables(split by comma))',
+    `model` varchar(128) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt model name(we can use different models for different prompt)',
+    `prompt_language` varchar(32) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt language(eg:en, zh-cn)',
+    `prompt_format` varchar(32) COLLATE utf8mb4_unicode_ci DEFAULT 'f-string' COMMENT 'Prompt format(eg: f-string, jinja2)',
+    `prompt_desc`    varchar(512) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt description',
+    `user_name`      varchar(128) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'User name',
+    `sys_code`       varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`    timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`   timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `prompt_name_uiq` (`prompt_name`, `sys_code`, `prompt_language`, `model`),
+    KEY              `gmt_created_idx` (`gmt_created`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Prompt management table';
+
+ CREATE TABLE IF NOT EXISTS `gpts_conversations` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `user_goal` text NOT NULL COMMENT 'User''s goals content',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'The gpts name',
+  `state` varchar(255) DEFAULT NULL COMMENT 'The gpts state',
+  `max_auto_reply_round` int(11) NOT NULL COMMENT 'max auto reply round',
+  `auto_reply_count` int(11) NOT NULL COMMENT 'auto reply count',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app ',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NULL COMMENT 'agent team work mode',
+
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_conversations` (`conv_id`),
+  KEY `idx_gpts_name` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=26 DEFAULT CHARSET=utf8mb4 COMMENT="gpt conversations";
+
+CREATE TABLE IF NOT EXISTS `gpts_instance` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `gpts_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `resource_db` text COMMENT 'List of structured database names contained in the current gpts',
+  `resource_internet` text COMMENT 'Is it possible to retrieve information from the internet',
+  `resource_knowledge` text COMMENT 'List of unstructured database names contained in the current gpts',
+  `gpts_agents` varchar(1000) DEFAULT NULL COMMENT 'List of agents names contained in the current gpts',
+  `gpts_models` varchar(1000) DEFAULT NULL COMMENT 'List of llm model names contained in the current gpts',
+  `language` varchar(100) DEFAULT NULL COMMENT 'gpts language',
+  `user_code` varchar(255) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `is_sustainable` tinyint(1) NOT NULL COMMENT 'Applications for sustainable dialogue',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=7 DEFAULT CHARSET=utf8mb4 COMMENT="gpts instance";
+
+CREATE TABLE `gpts_messages` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sender` varchar(255) NOT NULL COMMENT 'Who speaking in the current conversation turn',
+  `receiver` varchar(255) NOT NULL COMMENT 'Who receive message in the current conversation turn',
+  `model_name` varchar(255) DEFAULT NULL COMMENT 'message generate model',
+  `rounds` int(11) NOT NULL COMMENT 'dialogue turns',
+  `content` text COMMENT 'Content of the speech',
+  `current_goal` text COMMENT 'The target corresponding to the current message',
+  `context` text COMMENT 'Current conversation context',
+  `review_info` text COMMENT 'Current conversation review info',
+  `action_report` text COMMENT 'Current conversation action report',
+  `role` varchar(255) DEFAULT NULL COMMENT 'The role of the current message content',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_q_messages` (`conv_id`,`rounds`,`sender`)
+) ENGINE=InnoDB AUTO_INCREMENT=100 DEFAULT CHARSET=utf8mb4 COMMENT="gpts message";
+
+
+CREATE TABLE `gpts_plans` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sub_task_num` int(11) NOT NULL COMMENT 'Subtask number',
+  `sub_task_title` varchar(255) NOT NULL COMMENT 'subtask title',
+  `sub_task_content` text NOT NULL COMMENT 'subtask content',
+  `sub_task_agent` varchar(255) DEFAULT NULL COMMENT 'Available agents corresponding to subtasks',
+  `resource_name` varchar(255) DEFAULT NULL COMMENT 'resource name',
+  `rely` varchar(255) DEFAULT NULL COMMENT 'Subtask dependencies，like: 1,2,3',
+  `agent_model` varchar(255) DEFAULT NULL COMMENT 'LLM model used by subtask processing agents',
+  `retry_times` int(11) DEFAULT NULL COMMENT 'number of retries',
+  `max_retry_times` int(11) DEFAULT NULL COMMENT 'Maximum number of retries',
+  `state` varchar(255) DEFAULT NULL COMMENT 'subtask status',
+  `result` longtext COMMENT 'subtask result',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_sub_task` (`conv_id`,`sub_task_num`)
+) ENGINE=InnoDB AUTO_INCREMENT=19 DEFAULT CHARSET=utf8mb4 COMMENT="gpt plan";
+
+-- dbgpt.dbgpt_serve_flow definition
+CREATE TABLE `dbgpt_serve_flow` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `uid` varchar(128) NOT NULL COMMENT 'Unique id',
+  `dag_id` varchar(128) DEFAULT NULL COMMENT 'DAG id',
+  `name` varchar(128) DEFAULT NULL COMMENT 'Flow name',
+  `flow_data` text COMMENT 'Flow data, JSON format',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT NULL COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT NULL COMMENT 'Record update time',
+  `flow_category` varchar(64) DEFAULT NULL COMMENT 'Flow category',
+  `description` varchar(512) DEFAULT NULL COMMENT 'Flow description',
+  `state` varchar(32) DEFAULT NULL COMMENT 'Flow state',
+  `source` varchar(64) DEFAULT NULL COMMENT 'Flow source',
+  `source_url` varchar(512) DEFAULT NULL COMMENT 'Flow source url',
+  `version` varchar(32) DEFAULT NULL COMMENT 'Flow version',
+  `label` varchar(128) DEFAULT NULL COMMENT 'Flow label',
+  `editable` int DEFAULT NULL COMMENT 'Editable, 0: editable, 1: not editable',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_sys_code` (`sys_code`),
+  KEY `ix_dbgpt_serve_flow_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_dag_id` (`dag_id`),
+  KEY `ix_dbgpt_serve_flow_user_name` (`user_name`),
+  KEY `ix_dbgpt_serve_flow_name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=15 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_0900_ai_ci;
+
+-- dbgpt.gpts_app definition
+CREATE TABLE `gpts_app` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `app_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `language` varchar(100) NOT NULL COMMENT 'gpts language',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `team_context` text COMMENT 'The execution logic and team member content that teams with different working modes rely on',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `icon` varchar(1024) DEFAULT NULL COMMENT 'app icon, url',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app` (`app_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=39 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_0900_ai_ci;
+
+CREATE TABLE `gpts_app_collection` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `user_code` int(11) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) NOT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_app_code` (`app_code`),
+  KEY `idx_user_code` (`user_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt collections";
+
+-- dbgpt.gpts_app_detail definition
+CREATE TABLE `gpts_app_detail` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `agent_name` varchar(255) NOT NULL COMMENT ' Agent name',
+  `node_id` varchar(255) NOT NULL COMMENT 'Current AI assistant Agent Node id',
+  `resources` text COMMENT 'Agent bind  resource',
+  `prompt_template` text COMMENT 'Agent bind  template',
+  `llm_strategy` varchar(25) DEFAULT NULL COMMENT 'Agent use llm strategy',
+  `llm_strategy_value` text COMMENT 'Agent use llm strategy value',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app_agent_node` (`app_name`,`agent_name`,`node_id`)
+) ENGINE=InnoDB AUTO_INCREMENT=23 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_0900_ai_ci;
+
+CREATE
+DATABASE IF NOT EXISTS EXAMPLE_1;
+use EXAMPLE_1;
+CREATE TABLE IF NOT EXISTS `users`
+(
+    `id`       int         NOT NULL AUTO_INCREMENT,
+    `username` varchar(50) NOT NULL COMMENT '用户名',
+    `password` varchar(50) NOT NULL COMMENT '密码',
+    `email`    varchar(50) NOT NULL COMMENT '邮箱',
+    `phone`    varchar(20) DEFAULT NULL COMMENT '电话',
+    PRIMARY KEY (`id`),
+    KEY        `idx_username` (`username`) COMMENT '索引：按用户名查询'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='聊天用户表';
+
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_1', 'password_1', 'user_1@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_2', 'password_2', 'user_2@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_3', 'password_3', 'user_3@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_4', 'password_4', 'user_4@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_5', 'password_5', 'user_5@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_6', 'password_6', 'user_6@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_7', 'password_7', 'user_7@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_8', 'password_8', 'user_8@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_9', 'password_9', 'user_9@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_10', 'password_10', 'user_10@example.com', '12345678900');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_11', 'password_11', 'user_11@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_12', 'password_12', 'user_12@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_13', 'password_13', 'user_13@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_14', 'password_14', 'user_14@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_15', 'password_15', 'user_15@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_16', 'password_16', 'user_16@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_17', 'password_17', 'user_17@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_18', 'password_18', 'user_18@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_19', 'password_19', 'user_19@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_20', 'password_20', 'user_20@example.com', '12345678900');

assets/schema/upgrade/v0_5_10/upgrade_to_v0.5.10.sql

@@ -0,0 +1,3 @@
+USE dbgpt;
+ALTER TABLE  knowledge_space
+    ADD COLUMN `domain_type` varchar(50) null comment 'space domain type' after `vector_type`;

assets/schema/upgrade/v0_5_10/v0.5.9.sql

@@ -0,0 +1,396 @@
+-- Full SQL of v0.5.9, please not modify this file(It must be same as the file in the release package)
+
+CREATE
+DATABASE IF NOT EXISTS dbgpt;
+use dbgpt;
+
+-- For alembic migration tool
+CREATE TABLE IF NOT EXISTS `alembic_version`
+(
+    version_num VARCHAR(32) NOT NULL,
+    CONSTRAINT alembic_version_pkc PRIMARY KEY (version_num)
+) DEFAULT CHARSET=utf8mb4 ;
+
+CREATE TABLE IF NOT EXISTS `knowledge_space`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `name`         varchar(100) NOT NULL COMMENT 'knowledge space name',
+    `vector_type`  varchar(50)  NOT NULL COMMENT 'vector type',
+    `desc`         varchar(500) NOT NULL COMMENT 'description',
+    `owner`        varchar(100) DEFAULT NULL COMMENT 'owner',
+    `context`      TEXT         DEFAULT NULL COMMENT 'context argument',
+    `gmt_created`  TIMESTAMP    DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_name` (`name`) COMMENT 'index:idx_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge space table';
+
+CREATE TABLE IF NOT EXISTS `knowledge_document`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `space`        varchar(50)  NOT NULL COMMENT 'knowledge space',
+    `chunk_size`   int          NOT NULL COMMENT 'chunk size',
+    `last_sync`    TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'last sync time',
+    `status`       varchar(50)  NOT NULL COMMENT 'status TODO,RUNNING,FAILED,FINISHED',
+    `content`      LONGTEXT     NOT NULL COMMENT 'knowledge embedding sync result',
+    `result`       TEXT NULL COMMENT 'knowledge content',
+    `vector_ids`   LONGTEXT NULL COMMENT 'vector_ids',
+    `summary`      LONGTEXT NULL COMMENT 'knowledge summary',
+    `gmt_created`  TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_doc_name` (`doc_name`) COMMENT 'index:idx_doc_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document table';
+
+CREATE TABLE IF NOT EXISTS `document_chunk`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `document_id`  int          NOT NULL COMMENT 'document parent id',
+    `content`      longtext     NOT NULL COMMENT 'chunk content',
+    `meta_info`    varchar(200) NOT NULL COMMENT 'metadata info',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_document_id` (`document_id`) COMMENT 'index:document_id'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document chunk detail';
+
+
+
+CREATE TABLE IF NOT EXISTS `connect_config`
+(
+    `id`       int          NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `db_type`  varchar(255) NOT NULL COMMENT 'db type',
+    `db_name`  varchar(255) NOT NULL COMMENT 'db name',
+    `db_path`  varchar(255) DEFAULT NULL COMMENT 'file db path',
+    `db_host`  varchar(255) DEFAULT NULL COMMENT 'db connect host(not file db)',
+    `db_port`  varchar(255) DEFAULT NULL COMMENT 'db cnnect port(not file db)',
+    `db_user`  varchar(255) DEFAULT NULL COMMENT 'db user',
+    `db_pwd`   varchar(255) DEFAULT NULL COMMENT 'db password',
+    `comment`  text COMMENT 'db comment',
+    `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_db` (`db_name`),
+    KEY        `idx_q_db_type` (`db_type`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT 'Connection confi';
+
+CREATE TABLE IF NOT EXISTS `chat_history`
+(
+    `id`        int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`  varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `chat_mode` varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation scene mode',
+    `summary`   longtext COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record summary',
+    `user_name` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'interlocutor',
+    `messages`  text COLLATE utf8mb4_unicode_ci COMMENT 'Conversation details',
+    `message_ids` text COLLATE utf8mb4_unicode_ci COMMENT 'Message id list, split by comma',
+    `sys_code`  varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `conv_uid` (`conv_uid`),
+    PRIMARY KEY (`id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history';
+
+CREATE TABLE IF NOT EXISTS `chat_history_message`
+(
+    `id`             int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`       varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `index`          int                                     NOT NULL COMMENT 'Message index',
+    `round_index`    int                                     NOT NULL COMMENT 'Round of conversation',
+    `message_detail` text COLLATE utf8mb4_unicode_ci COMMENT 'Message details, json format',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `message_uid_index` (`conv_uid`, `index`),
+    PRIMARY KEY (`id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history message';
+
+CREATE TABLE IF NOT EXISTS `chat_feed_back`
+(
+    `id`              bigint(20) NOT NULL AUTO_INCREMENT,
+    `conv_uid`        varchar(128) DEFAULT NULL COMMENT 'Conversation ID',
+    `conv_index`      int(4) DEFAULT NULL COMMENT 'Round of conversation',
+    `score`           int(1) DEFAULT NULL COMMENT 'Score of user',
+    `ques_type`       varchar(32)  DEFAULT NULL COMMENT 'User question category',
+    `question`        longtext     DEFAULT NULL COMMENT 'User question',
+    `knowledge_space` varchar(128) DEFAULT NULL COMMENT 'Knowledge space name',
+    `messages`        longtext     DEFAULT NULL COMMENT 'The details of user feedback',
+    `user_name`       varchar(128) DEFAULT NULL COMMENT 'User name',
+    `gmt_created`     timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`    timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_conv` (`conv_uid`,`conv_index`),
+    KEY               `idx_conv` (`conv_uid`,`conv_index`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='User feedback table';
+
+
+CREATE TABLE IF NOT EXISTS `my_plugin`
+(
+    `id`          int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `tenant`      varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user tenant',
+    `user_code`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'user code',
+    `user_name`   varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user name',
+    `name`        varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `file_name`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin package file name',
+    `type`        varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `use_count`   int                                     DEFAULT NULL COMMENT 'plugin total use count',
+    `succ_count`  int                                     DEFAULT NULL COMMENT 'plugin total success count',
+    `sys_code`    varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created` TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin install time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='User plugin table';
+
+CREATE TABLE IF NOT EXISTS `plugin_hub`
+(
+    `id`              int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `name`            varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `description`     varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin description',
+    `author`          varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author',
+    `email`           varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author email',
+    `type`            varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`         varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `storage_channel` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin storage channel',
+    `storage_url`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download url',
+    `download_param`  varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download param',
+    `gmt_created`     TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin upload time',
+    `installed`       int                                     DEFAULT NULL COMMENT 'plugin already installed count',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Plugin Hub table';
+
+
+CREATE TABLE IF NOT EXISTS `prompt_manage`
+(
+    `id`             int(11) NOT NULL AUTO_INCREMENT,
+    `chat_scene`     varchar(100) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Chat scene',
+    `sub_chat_scene` varchar(100) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Sub chat scene',
+    `prompt_type`    varchar(100) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt type: common or private',
+    `prompt_name`    varchar(256) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'prompt name',
+    `content`        longtext COLLATE utf8mb4_unicode_ci COMMENT 'Prompt content',
+    `input_variables` varchar(1024) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt input variables(split by comma))',
+    `model` varchar(128) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt model name(we can use different models for different prompt)',
+    `prompt_language` varchar(32) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt language(eg:en, zh-cn)',
+    `prompt_format` varchar(32) COLLATE utf8mb4_unicode_ci DEFAULT 'f-string' COMMENT 'Prompt format(eg: f-string, jinja2)',
+    `prompt_desc`    varchar(512) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt description',
+    `user_name`      varchar(128) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'User name',
+    `sys_code`       varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`    timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`   timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `prompt_name_uiq` (`prompt_name`, `sys_code`, `prompt_language`, `model`),
+    KEY              `gmt_created_idx` (`gmt_created`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Prompt management table';
+
+ CREATE TABLE IF NOT EXISTS `gpts_conversations` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `user_goal` text NOT NULL COMMENT 'User''s goals content',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'The gpts name',
+  `state` varchar(255) DEFAULT NULL COMMENT 'The gpts state',
+  `max_auto_reply_round` int(11) NOT NULL COMMENT 'max auto reply round',
+  `auto_reply_count` int(11) NOT NULL COMMENT 'auto reply count',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app ',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NULL COMMENT 'agent team work mode',
+
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_conversations` (`conv_id`),
+  KEY `idx_gpts_name` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt conversations";
+
+CREATE TABLE IF NOT EXISTS `gpts_instance` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `gpts_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `resource_db` text COMMENT 'List of structured database names contained in the current gpts',
+  `resource_internet` text COMMENT 'Is it possible to retrieve information from the internet',
+  `resource_knowledge` text COMMENT 'List of unstructured database names contained in the current gpts',
+  `gpts_agents` varchar(1000) DEFAULT NULL COMMENT 'List of agents names contained in the current gpts',
+  `gpts_models` varchar(1000) DEFAULT NULL COMMENT 'List of llm model names contained in the current gpts',
+  `language` varchar(100) DEFAULT NULL COMMENT 'gpts language',
+  `user_code` varchar(255) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `is_sustainable` tinyint(1) NOT NULL COMMENT 'Applications for sustainable dialogue',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts instance";
+
+CREATE TABLE `gpts_messages` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sender` varchar(255) NOT NULL COMMENT 'Who speaking in the current conversation turn',
+  `receiver` varchar(255) NOT NULL COMMENT 'Who receive message in the current conversation turn',
+  `model_name` varchar(255) DEFAULT NULL COMMENT 'message generate model',
+  `rounds` int(11) NOT NULL COMMENT 'dialogue turns',
+  `content` text COMMENT 'Content of the speech',
+  `current_goal` text COMMENT 'The target corresponding to the current message',
+  `context` text COMMENT 'Current conversation context',
+  `review_info` text COMMENT 'Current conversation review info',
+  `action_report` text COMMENT 'Current conversation action report',
+  `role` varchar(255) DEFAULT NULL COMMENT 'The role of the current message content',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_q_messages` (`conv_id`,`rounds`,`sender`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts message";
+
+
+CREATE TABLE `gpts_plans` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sub_task_num` int(11) NOT NULL COMMENT 'Subtask number',
+  `sub_task_title` varchar(255) NOT NULL COMMENT 'subtask title',
+  `sub_task_content` text NOT NULL COMMENT 'subtask content',
+  `sub_task_agent` varchar(255) DEFAULT NULL COMMENT 'Available agents corresponding to subtasks',
+  `resource_name` varchar(255) DEFAULT NULL COMMENT 'resource name',
+  `rely` varchar(255) DEFAULT NULL COMMENT 'Subtask dependencies，like: 1,2,3',
+  `agent_model` varchar(255) DEFAULT NULL COMMENT 'LLM model used by subtask processing agents',
+  `retry_times` int(11) DEFAULT NULL COMMENT 'number of retries',
+  `max_retry_times` int(11) DEFAULT NULL COMMENT 'Maximum number of retries',
+  `state` varchar(255) DEFAULT NULL COMMENT 'subtask status',
+  `result` longtext COMMENT 'subtask result',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_sub_task` (`conv_id`,`sub_task_num`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt plan";
+
+-- dbgpt.dbgpt_serve_flow definition
+CREATE TABLE `dbgpt_serve_flow` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `uid` varchar(128) NOT NULL COMMENT 'Unique id',
+  `dag_id` varchar(128) DEFAULT NULL COMMENT 'DAG id',
+  `name` varchar(128) DEFAULT NULL COMMENT 'Flow name',
+  `flow_data` text COMMENT 'Flow data, JSON format',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT NULL COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT NULL COMMENT 'Record update time',
+  `flow_category` varchar(64) DEFAULT NULL COMMENT 'Flow category',
+  `description` varchar(512) DEFAULT NULL COMMENT 'Flow description',
+  `state` varchar(32) DEFAULT NULL COMMENT 'Flow state',
+  `error_message` varchar(512) NULL comment 'Error message',
+  `source` varchar(64) DEFAULT NULL COMMENT 'Flow source',
+  `source_url` varchar(512) DEFAULT NULL COMMENT 'Flow source url',
+  `version` varchar(32) DEFAULT NULL COMMENT 'Flow version',
+  `define_type` varchar(32) null comment 'Flow define type(json or python)',
+  `label` varchar(128) DEFAULT NULL COMMENT 'Flow label',
+  `editable` int DEFAULT NULL COMMENT 'Editable, 0: editable, 1: not editable',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_sys_code` (`sys_code`),
+  KEY `ix_dbgpt_serve_flow_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_dag_id` (`dag_id`),
+  KEY `ix_dbgpt_serve_flow_user_name` (`user_name`),
+  KEY `ix_dbgpt_serve_flow_name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.gpts_app definition
+CREATE TABLE `gpts_app` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `app_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `language` varchar(100) NOT NULL COMMENT 'gpts language',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `team_context` text COMMENT 'The execution logic and team member content that teams with different working modes rely on',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `icon` varchar(1024) DEFAULT NULL COMMENT 'app icon, url',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app` (`app_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+CREATE TABLE `gpts_app_collection` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `user_code` int(11) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) NOT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_app_code` (`app_code`),
+  KEY `idx_user_code` (`user_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt collections";
+
+-- dbgpt.gpts_app_detail definition
+CREATE TABLE `gpts_app_detail` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `agent_name` varchar(255) NOT NULL COMMENT ' Agent name',
+  `node_id` varchar(255) NOT NULL COMMENT 'Current AI assistant Agent Node id',
+  `resources` text COMMENT 'Agent bind  resource',
+  `prompt_template` text COMMENT 'Agent bind  template',
+  `llm_strategy` varchar(25) DEFAULT NULL COMMENT 'Agent use llm strategy',
+  `llm_strategy_value` text COMMENT 'Agent use llm strategy value',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app_agent_node` (`app_name`,`agent_name`,`node_id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+CREATE
+DATABASE IF NOT EXISTS EXAMPLE_1;
+use EXAMPLE_1;
+CREATE TABLE IF NOT EXISTS `users`
+(
+    `id`       int         NOT NULL AUTO_INCREMENT,
+    `username` varchar(50) NOT NULL COMMENT '用户名',
+    `password` varchar(50) NOT NULL COMMENT '密码',
+    `email`    varchar(50) NOT NULL COMMENT '邮箱',
+    `phone`    varchar(20) DEFAULT NULL COMMENT '电话',
+    PRIMARY KEY (`id`),
+    KEY        `idx_username` (`username`) COMMENT '索引：按用户名查询'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='聊天用户表';
+
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_1', 'password_1', 'user_1@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_2', 'password_2', 'user_2@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_3', 'password_3', 'user_3@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_4', 'password_4', 'user_4@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_5', 'password_5', 'user_5@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_6', 'password_6', 'user_6@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_7', 'password_7', 'user_7@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_8', 'password_8', 'user_8@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_9', 'password_9', 'user_9@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_10', 'password_10', 'user_10@example.com', '12345678900');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_11', 'password_11', 'user_11@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_12', 'password_12', 'user_12@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_13', 'password_13', 'user_13@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_14', 'password_14', 'user_14@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_15', 'password_15', 'user_15@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_16', 'password_16', 'user_16@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_17', 'password_17', 'user_17@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_18', 'password_18', 'user_18@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_19', 'password_19', 'user_19@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_20', 'password_20', 'user_20@example.com', '12345678900');

assets/schema/upgrade/v0_5_2/v0.5.1.sql

@@ -0,0 +1,395 @@
+-- Full SQL of v0.5.1, please not modify this file(It must be same as the file in the release package)
+
+CREATE
+DATABASE IF NOT EXISTS dbgpt;
+use dbgpt;
+
+-- For alembic migration tool
+CREATE TABLE IF NOT EXISTS `alembic_version`
+(
+    version_num VARCHAR(32) NOT NULL,
+    CONSTRAINT alembic_version_pkc PRIMARY KEY (version_num)
+) DEFAULT CHARSET=utf8mb4 ;
+
+CREATE TABLE IF NOT EXISTS `knowledge_space`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `name`         varchar(100) NOT NULL COMMENT 'knowledge space name',
+    `vector_type`  varchar(50)  NOT NULL COMMENT 'vector type',
+    `desc`         varchar(500) NOT NULL COMMENT 'description',
+    `owner`        varchar(100) DEFAULT NULL COMMENT 'owner',
+    `context`      TEXT         DEFAULT NULL COMMENT 'context argument',
+    `gmt_created`  TIMESTAMP    DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_name` (`name`) COMMENT 'index:idx_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge space table';
+
+CREATE TABLE IF NOT EXISTS `knowledge_document`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `space`        varchar(50)  NOT NULL COMMENT 'knowledge space',
+    `chunk_size`   int          NOT NULL COMMENT 'chunk size',
+    `last_sync`    TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'last sync time',
+    `status`       varchar(50)  NOT NULL COMMENT 'status TODO,RUNNING,FAILED,FINISHED',
+    `content`      LONGTEXT     NOT NULL COMMENT 'knowledge embedding sync result',
+    `result`       TEXT NULL COMMENT 'knowledge content',
+    `vector_ids`   LONGTEXT NULL COMMENT 'vector_ids',
+    `summary`      LONGTEXT NULL COMMENT 'knowledge summary',
+    `gmt_created`  TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_doc_name` (`doc_name`) COMMENT 'index:idx_doc_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document table';
+
+CREATE TABLE IF NOT EXISTS `document_chunk`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `document_id`  int          NOT NULL COMMENT 'document parent id',
+    `content`      longtext     NOT NULL COMMENT 'chunk content',
+    `meta_info`    varchar(200) NOT NULL COMMENT 'metadata info',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_document_id` (`document_id`) COMMENT 'index:document_id'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document chunk detail';
+
+
+
+CREATE TABLE IF NOT EXISTS `connect_config`
+(
+    `id`       int          NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `db_type`  varchar(255) NOT NULL COMMENT 'db type',
+    `db_name`  varchar(255) NOT NULL COMMENT 'db name',
+    `db_path`  varchar(255) DEFAULT NULL COMMENT 'file db path',
+    `db_host`  varchar(255) DEFAULT NULL COMMENT 'db connect host(not file db)',
+    `db_port`  varchar(255) DEFAULT NULL COMMENT 'db cnnect port(not file db)',
+    `db_user`  varchar(255) DEFAULT NULL COMMENT 'db user',
+    `db_pwd`   varchar(255) DEFAULT NULL COMMENT 'db password',
+    `comment`  text COMMENT 'db comment',
+    `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_db` (`db_name`),
+    KEY        `idx_q_db_type` (`db_type`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT 'Connection confi';
+
+CREATE TABLE IF NOT EXISTS `chat_history`
+(
+    `id`        int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`  varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `chat_mode` varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation scene mode',
+    `summary`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record summary',
+    `user_name` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'interlocutor',
+    `messages`  text COLLATE utf8mb4_unicode_ci COMMENT 'Conversation details',
+    `message_ids` text COLLATE utf8mb4_unicode_ci COMMENT 'Message id list, split by comma',
+    `sys_code`  varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `conv_uid` (`conv_uid`),
+    PRIMARY KEY (`id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history';
+
+CREATE TABLE IF NOT EXISTS `chat_history_message`
+(
+    `id`             int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`       varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `index`          int                                     NOT NULL COMMENT 'Message index',
+    `round_index`    int                                     NOT NULL COMMENT 'Round of conversation',
+    `message_detail` text COLLATE utf8mb4_unicode_ci COMMENT 'Message details, json format',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `message_uid_index` (`conv_uid`, `index`),
+    PRIMARY KEY (`id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history message';
+
+CREATE TABLE IF NOT EXISTS `chat_feed_back`
+(
+    `id`              bigint(20) NOT NULL AUTO_INCREMENT,
+    `conv_uid`        varchar(128) DEFAULT NULL COMMENT 'Conversation ID',
+    `conv_index`      int(4) DEFAULT NULL COMMENT 'Round of conversation',
+    `score`           int(1) DEFAULT NULL COMMENT 'Score of user',
+    `ques_type`       varchar(32)  DEFAULT NULL COMMENT 'User question category',
+    `question`        longtext     DEFAULT NULL COMMENT 'User question',
+    `knowledge_space` varchar(128) DEFAULT NULL COMMENT 'Knowledge space name',
+    `messages`        longtext     DEFAULT NULL COMMENT 'The details of user feedback',
+    `user_name`       varchar(128) DEFAULT NULL COMMENT 'User name',
+    `gmt_created`     timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`    timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_conv` (`conv_uid`,`conv_index`),
+    KEY               `idx_conv` (`conv_uid`,`conv_index`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='User feedback table';
+
+
+CREATE TABLE IF NOT EXISTS `my_plugin`
+(
+    `id`          int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `tenant`      varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user tenant',
+    `user_code`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'user code',
+    `user_name`   varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user name',
+    `name`        varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `file_name`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin package file name',
+    `type`        varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `use_count`   int                                     DEFAULT NULL COMMENT 'plugin total use count',
+    `succ_count`  int                                     DEFAULT NULL COMMENT 'plugin total success count',
+    `sys_code`    varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created` TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin install time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='User plugin table';
+
+CREATE TABLE IF NOT EXISTS `plugin_hub`
+(
+    `id`              int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `name`            varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `description`     varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin description',
+    `author`          varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author',
+    `email`           varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author email',
+    `type`            varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`         varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `storage_channel` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin storage channel',
+    `storage_url`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download url',
+    `download_param`  varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download param',
+    `gmt_created`     TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin upload time',
+    `installed`       int                                     DEFAULT NULL COMMENT 'plugin already installed count',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Plugin Hub table';
+
+
+CREATE TABLE IF NOT EXISTS `prompt_manage`
+(
+    `id`             int(11) NOT NULL AUTO_INCREMENT,
+    `chat_scene`     varchar(100) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Chat scene',
+    `sub_chat_scene` varchar(100) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Sub chat scene',
+    `prompt_type`    varchar(100) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt type: common or private',
+    `prompt_name`    varchar(256) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'prompt name',
+    `content`        longtext COLLATE utf8mb4_unicode_ci COMMENT 'Prompt content',
+    `input_variables` varchar(1024) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt input variables(split by comma))',
+    `model` varchar(128) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt model name(we can use different models for different prompt)',
+    `prompt_language` varchar(32) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt language(eg:en, zh-cn)',
+    `prompt_format` varchar(32) COLLATE utf8mb4_unicode_ci DEFAULT 'f-string' COMMENT 'Prompt format(eg: f-string, jinja2)',
+    `prompt_desc`    varchar(512) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt description',
+    `user_name`      varchar(128) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'User name',
+    `sys_code`       varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`    timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`   timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `prompt_name_uiq` (`prompt_name`, `sys_code`, `prompt_language`, `model`),
+    KEY              `gmt_created_idx` (`gmt_created`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Prompt management table';
+
+ CREATE TABLE IF NOT EXISTS `gpts_conversations` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `user_goal` text NOT NULL COMMENT 'User''s goals content',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'The gpts name',
+  `state` varchar(255) DEFAULT NULL COMMENT 'The gpts state',
+  `max_auto_reply_round` int(11) NOT NULL COMMENT 'max auto reply round',
+  `auto_reply_count` int(11) NOT NULL COMMENT 'auto reply count',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app ',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NULL COMMENT 'agent team work mode',
+
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_conversations` (`conv_id`),
+  KEY `idx_gpts_name` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt conversations";
+
+CREATE TABLE IF NOT EXISTS `gpts_instance` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `gpts_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `resource_db` text COMMENT 'List of structured database names contained in the current gpts',
+  `resource_internet` text COMMENT 'Is it possible to retrieve information from the internet',
+  `resource_knowledge` text COMMENT 'List of unstructured database names contained in the current gpts',
+  `gpts_agents` varchar(1000) DEFAULT NULL COMMENT 'List of agents names contained in the current gpts',
+  `gpts_models` varchar(1000) DEFAULT NULL COMMENT 'List of llm model names contained in the current gpts',
+  `language` varchar(100) DEFAULT NULL COMMENT 'gpts language',
+  `user_code` varchar(255) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `is_sustainable` tinyint(1) NOT NULL COMMENT 'Applications for sustainable dialogue',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts instance";
+
+CREATE TABLE `gpts_messages` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sender` varchar(255) NOT NULL COMMENT 'Who speaking in the current conversation turn',
+  `receiver` varchar(255) NOT NULL COMMENT 'Who receive message in the current conversation turn',
+  `model_name` varchar(255) DEFAULT NULL COMMENT 'message generate model',
+  `rounds` int(11) NOT NULL COMMENT 'dialogue turns',
+  `content` text COMMENT 'Content of the speech',
+  `current_goal` text COMMENT 'The target corresponding to the current message',
+  `context` text COMMENT 'Current conversation context',
+  `review_info` text COMMENT 'Current conversation review info',
+  `action_report` text COMMENT 'Current conversation action report',
+  `role` varchar(255) DEFAULT NULL COMMENT 'The role of the current message content',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_q_messages` (`conv_id`,`rounds`,`sender`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts message";
+
+
+CREATE TABLE `gpts_plans` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sub_task_num` int(11) NOT NULL COMMENT 'Subtask number',
+  `sub_task_title` varchar(255) NOT NULL COMMENT 'subtask title',
+  `sub_task_content` text NOT NULL COMMENT 'subtask content',
+  `sub_task_agent` varchar(255) DEFAULT NULL COMMENT 'Available agents corresponding to subtasks',
+  `resource_name` varchar(255) DEFAULT NULL COMMENT 'resource name',
+  `rely` varchar(255) DEFAULT NULL COMMENT 'Subtask dependencies，like: 1,2,3',
+  `agent_model` varchar(255) DEFAULT NULL COMMENT 'LLM model used by subtask processing agents',
+  `retry_times` int(11) DEFAULT NULL COMMENT 'number of retries',
+  `max_retry_times` int(11) DEFAULT NULL COMMENT 'Maximum number of retries',
+  `state` varchar(255) DEFAULT NULL COMMENT 'subtask status',
+  `result` longtext COMMENT 'subtask result',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_sub_task` (`conv_id`,`sub_task_num`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt plan";
+
+-- dbgpt.dbgpt_serve_flow definition
+CREATE TABLE `dbgpt_serve_flow` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `uid` varchar(128) NOT NULL COMMENT 'Unique id',
+  `dag_id` varchar(128) DEFAULT NULL COMMENT 'DAG id',
+  `name` varchar(128) DEFAULT NULL COMMENT 'Flow name',
+  `flow_data` text COMMENT 'Flow data, JSON format',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT NULL COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT NULL COMMENT 'Record update time',
+  `flow_category` varchar(64) DEFAULT NULL COMMENT 'Flow category',
+  `description` varchar(512) DEFAULT NULL COMMENT 'Flow description',
+  `state` varchar(32) DEFAULT NULL COMMENT 'Flow state',
+  `error_message` varchar(512) NULL comment 'Error message',
+  `source` varchar(64) DEFAULT NULL COMMENT 'Flow source',
+  `source_url` varchar(512) DEFAULT NULL COMMENT 'Flow source url',
+  `version` varchar(32) DEFAULT NULL COMMENT 'Flow version',
+  `label` varchar(128) DEFAULT NULL COMMENT 'Flow label',
+  `editable` int DEFAULT NULL COMMENT 'Editable, 0: editable, 1: not editable',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_sys_code` (`sys_code`),
+  KEY `ix_dbgpt_serve_flow_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_dag_id` (`dag_id`),
+  KEY `ix_dbgpt_serve_flow_user_name` (`user_name`),
+  KEY `ix_dbgpt_serve_flow_name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.gpts_app definition
+CREATE TABLE `gpts_app` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `app_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `language` varchar(100) NOT NULL COMMENT 'gpts language',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `team_context` text COMMENT 'The execution logic and team member content that teams with different working modes rely on',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `icon` varchar(1024) DEFAULT NULL COMMENT 'app icon, url',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app` (`app_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+CREATE TABLE `gpts_app_collection` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `user_code` int(11) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) NOT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_app_code` (`app_code`),
+  KEY `idx_user_code` (`user_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt collections";
+
+-- dbgpt.gpts_app_detail definition
+CREATE TABLE `gpts_app_detail` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `agent_name` varchar(255) NOT NULL COMMENT ' Agent name',
+  `node_id` varchar(255) NOT NULL COMMENT 'Current AI assistant Agent Node id',
+  `resources` text COMMENT 'Agent bind  resource',
+  `prompt_template` text COMMENT 'Agent bind  template',
+  `llm_strategy` varchar(25) DEFAULT NULL COMMENT 'Agent use llm strategy',
+  `llm_strategy_value` text COMMENT 'Agent use llm strategy value',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app_agent_node` (`app_name`,`agent_name`,`node_id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+CREATE
+DATABASE IF NOT EXISTS EXAMPLE_1;
+use EXAMPLE_1;
+CREATE TABLE IF NOT EXISTS `users`
+(
+    `id`       int         NOT NULL AUTO_INCREMENT,
+    `username` varchar(50) NOT NULL COMMENT '用户名',
+    `password` varchar(50) NOT NULL COMMENT '密码',
+    `email`    varchar(50) NOT NULL COMMENT '邮箱',
+    `phone`    varchar(20) DEFAULT NULL COMMENT '电话',
+    PRIMARY KEY (`id`),
+    KEY        `idx_username` (`username`) COMMENT '索引：按用户名查询'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='聊天用户表';
+
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_1', 'password_1', 'user_1@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_2', 'password_2', 'user_2@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_3', 'password_3', 'user_3@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_4', 'password_4', 'user_4@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_5', 'password_5', 'user_5@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_6', 'password_6', 'user_6@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_7', 'password_7', 'user_7@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_8', 'password_8', 'user_8@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_9', 'password_9', 'user_9@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_10', 'password_10', 'user_10@example.com', '12345678900');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_11', 'password_11', 'user_11@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_12', 'password_12', 'user_12@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_13', 'password_13', 'user_13@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_14', 'password_14', 'user_14@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_15', 'password_15', 'user_15@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_16', 'password_16', 'user_16@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_17', 'password_17', 'user_17@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_18', 'password_18', 'user_18@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_19', 'password_19', 'user_19@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_20', 'password_20', 'user_20@example.com', '12345678900');

assets/schema/upgrade/v0_5_6/upgrade_to_v0.5.6.sql

@@ -0,0 +1 @@
+# Nothing to do.

assets/schema/upgrade/v0_5_6/v0.5.5.sql

@@ -0,0 +1,395 @@
+-- Full SQL of v0.5.5, please not modify this file(It must be same as the file in the release package)
+
+CREATE
+DATABASE IF NOT EXISTS dbgpt;
+use dbgpt;
+
+-- For alembic migration tool
+CREATE TABLE IF NOT EXISTS `alembic_version`
+(
+    version_num VARCHAR(32) NOT NULL,
+    CONSTRAINT alembic_version_pkc PRIMARY KEY (version_num)
+) DEFAULT CHARSET=utf8mb4 ;
+
+CREATE TABLE IF NOT EXISTS `knowledge_space`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `name`         varchar(100) NOT NULL COMMENT 'knowledge space name',
+    `vector_type`  varchar(50)  NOT NULL COMMENT 'vector type',
+    `desc`         varchar(500) NOT NULL COMMENT 'description',
+    `owner`        varchar(100) DEFAULT NULL COMMENT 'owner',
+    `context`      TEXT         DEFAULT NULL COMMENT 'context argument',
+    `gmt_created`  TIMESTAMP    DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_name` (`name`) COMMENT 'index:idx_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge space table';
+
+CREATE TABLE IF NOT EXISTS `knowledge_document`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `space`        varchar(50)  NOT NULL COMMENT 'knowledge space',
+    `chunk_size`   int          NOT NULL COMMENT 'chunk size',
+    `last_sync`    TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'last sync time',
+    `status`       varchar(50)  NOT NULL COMMENT 'status TODO,RUNNING,FAILED,FINISHED',
+    `content`      LONGTEXT     NOT NULL COMMENT 'knowledge embedding sync result',
+    `result`       TEXT NULL COMMENT 'knowledge content',
+    `vector_ids`   LONGTEXT NULL COMMENT 'vector_ids',
+    `summary`      LONGTEXT NULL COMMENT 'knowledge summary',
+    `gmt_created`  TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_doc_name` (`doc_name`) COMMENT 'index:idx_doc_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document table';
+
+CREATE TABLE IF NOT EXISTS `document_chunk`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `document_id`  int          NOT NULL COMMENT 'document parent id',
+    `content`      longtext     NOT NULL COMMENT 'chunk content',
+    `meta_info`    varchar(200) NOT NULL COMMENT 'metadata info',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_document_id` (`document_id`) COMMENT 'index:document_id'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document chunk detail';
+
+
+
+CREATE TABLE IF NOT EXISTS `connect_config`
+(
+    `id`       int          NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `db_type`  varchar(255) NOT NULL COMMENT 'db type',
+    `db_name`  varchar(255) NOT NULL COMMENT 'db name',
+    `db_path`  varchar(255) DEFAULT NULL COMMENT 'file db path',
+    `db_host`  varchar(255) DEFAULT NULL COMMENT 'db connect host(not file db)',
+    `db_port`  varchar(255) DEFAULT NULL COMMENT 'db cnnect port(not file db)',
+    `db_user`  varchar(255) DEFAULT NULL COMMENT 'db user',
+    `db_pwd`   varchar(255) DEFAULT NULL COMMENT 'db password',
+    `comment`  text COMMENT 'db comment',
+    `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_db` (`db_name`),
+    KEY        `idx_q_db_type` (`db_type`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT 'Connection confi';
+
+CREATE TABLE IF NOT EXISTS `chat_history`
+(
+    `id`        int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`  varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `chat_mode` varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation scene mode',
+    `summary`   longtext COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record summary',
+    `user_name` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'interlocutor',
+    `messages`  text COLLATE utf8mb4_unicode_ci COMMENT 'Conversation details',
+    `message_ids` text COLLATE utf8mb4_unicode_ci COMMENT 'Message id list, split by comma',
+    `sys_code`  varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `conv_uid` (`conv_uid`),
+    PRIMARY KEY (`id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history';
+
+CREATE TABLE IF NOT EXISTS `chat_history_message`
+(
+    `id`             int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`       varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `index`          int                                     NOT NULL COMMENT 'Message index',
+    `round_index`    int                                     NOT NULL COMMENT 'Round of conversation',
+    `message_detail` text COLLATE utf8mb4_unicode_ci COMMENT 'Message details, json format',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `message_uid_index` (`conv_uid`, `index`),
+    PRIMARY KEY (`id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history message';
+
+CREATE TABLE IF NOT EXISTS `chat_feed_back`
+(
+    `id`              bigint(20) NOT NULL AUTO_INCREMENT,
+    `conv_uid`        varchar(128) DEFAULT NULL COMMENT 'Conversation ID',
+    `conv_index`      int(4) DEFAULT NULL COMMENT 'Round of conversation',
+    `score`           int(1) DEFAULT NULL COMMENT 'Score of user',
+    `ques_type`       varchar(32)  DEFAULT NULL COMMENT 'User question category',
+    `question`        longtext     DEFAULT NULL COMMENT 'User question',
+    `knowledge_space` varchar(128) DEFAULT NULL COMMENT 'Knowledge space name',
+    `messages`        longtext     DEFAULT NULL COMMENT 'The details of user feedback',
+    `user_name`       varchar(128) DEFAULT NULL COMMENT 'User name',
+    `gmt_created`     timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`    timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_conv` (`conv_uid`,`conv_index`),
+    KEY               `idx_conv` (`conv_uid`,`conv_index`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='User feedback table';
+
+
+CREATE TABLE IF NOT EXISTS `my_plugin`
+(
+    `id`          int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `tenant`      varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user tenant',
+    `user_code`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'user code',
+    `user_name`   varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user name',
+    `name`        varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `file_name`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin package file name',
+    `type`        varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `use_count`   int                                     DEFAULT NULL COMMENT 'plugin total use count',
+    `succ_count`  int                                     DEFAULT NULL COMMENT 'plugin total success count',
+    `sys_code`    varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created` TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin install time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='User plugin table';
+
+CREATE TABLE IF NOT EXISTS `plugin_hub`
+(
+    `id`              int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `name`            varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `description`     varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin description',
+    `author`          varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author',
+    `email`           varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author email',
+    `type`            varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`         varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `storage_channel` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin storage channel',
+    `storage_url`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download url',
+    `download_param`  varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download param',
+    `gmt_created`     TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin upload time',
+    `installed`       int                                     DEFAULT NULL COMMENT 'plugin already installed count',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Plugin Hub table';
+
+
+CREATE TABLE IF NOT EXISTS `prompt_manage`
+(
+    `id`             int(11) NOT NULL AUTO_INCREMENT,
+    `chat_scene`     varchar(100) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Chat scene',
+    `sub_chat_scene` varchar(100) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Sub chat scene',
+    `prompt_type`    varchar(100) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt type: common or private',
+    `prompt_name`    varchar(256) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'prompt name',
+    `content`        longtext COLLATE utf8mb4_unicode_ci COMMENT 'Prompt content',
+    `input_variables` varchar(1024) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt input variables(split by comma))',
+    `model` varchar(128) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt model name(we can use different models for different prompt)',
+    `prompt_language` varchar(32) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt language(eg:en, zh-cn)',
+    `prompt_format` varchar(32) COLLATE utf8mb4_unicode_ci DEFAULT 'f-string' COMMENT 'Prompt format(eg: f-string, jinja2)',
+    `prompt_desc`    varchar(512) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt description',
+    `user_name`      varchar(128) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'User name',
+    `sys_code`       varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`    timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`   timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `prompt_name_uiq` (`prompt_name`, `sys_code`, `prompt_language`, `model`),
+    KEY              `gmt_created_idx` (`gmt_created`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Prompt management table';
+
+ CREATE TABLE IF NOT EXISTS `gpts_conversations` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `user_goal` text NOT NULL COMMENT 'User''s goals content',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'The gpts name',
+  `state` varchar(255) DEFAULT NULL COMMENT 'The gpts state',
+  `max_auto_reply_round` int(11) NOT NULL COMMENT 'max auto reply round',
+  `auto_reply_count` int(11) NOT NULL COMMENT 'auto reply count',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app ',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NULL COMMENT 'agent team work mode',
+
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_conversations` (`conv_id`),
+  KEY `idx_gpts_name` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt conversations";
+
+CREATE TABLE IF NOT EXISTS `gpts_instance` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `gpts_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `resource_db` text COMMENT 'List of structured database names contained in the current gpts',
+  `resource_internet` text COMMENT 'Is it possible to retrieve information from the internet',
+  `resource_knowledge` text COMMENT 'List of unstructured database names contained in the current gpts',
+  `gpts_agents` varchar(1000) DEFAULT NULL COMMENT 'List of agents names contained in the current gpts',
+  `gpts_models` varchar(1000) DEFAULT NULL COMMENT 'List of llm model names contained in the current gpts',
+  `language` varchar(100) DEFAULT NULL COMMENT 'gpts language',
+  `user_code` varchar(255) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `is_sustainable` tinyint(1) NOT NULL COMMENT 'Applications for sustainable dialogue',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts instance";
+
+CREATE TABLE `gpts_messages` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sender` varchar(255) NOT NULL COMMENT 'Who speaking in the current conversation turn',
+  `receiver` varchar(255) NOT NULL COMMENT 'Who receive message in the current conversation turn',
+  `model_name` varchar(255) DEFAULT NULL COMMENT 'message generate model',
+  `rounds` int(11) NOT NULL COMMENT 'dialogue turns',
+  `content` text COMMENT 'Content of the speech',
+  `current_goal` text COMMENT 'The target corresponding to the current message',
+  `context` text COMMENT 'Current conversation context',
+  `review_info` text COMMENT 'Current conversation review info',
+  `action_report` text COMMENT 'Current conversation action report',
+  `role` varchar(255) DEFAULT NULL COMMENT 'The role of the current message content',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_q_messages` (`conv_id`,`rounds`,`sender`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts message";
+
+
+CREATE TABLE `gpts_plans` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sub_task_num` int(11) NOT NULL COMMENT 'Subtask number',
+  `sub_task_title` varchar(255) NOT NULL COMMENT 'subtask title',
+  `sub_task_content` text NOT NULL COMMENT 'subtask content',
+  `sub_task_agent` varchar(255) DEFAULT NULL COMMENT 'Available agents corresponding to subtasks',
+  `resource_name` varchar(255) DEFAULT NULL COMMENT 'resource name',
+  `rely` varchar(255) DEFAULT NULL COMMENT 'Subtask dependencies，like: 1,2,3',
+  `agent_model` varchar(255) DEFAULT NULL COMMENT 'LLM model used by subtask processing agents',
+  `retry_times` int(11) DEFAULT NULL COMMENT 'number of retries',
+  `max_retry_times` int(11) DEFAULT NULL COMMENT 'Maximum number of retries',
+  `state` varchar(255) DEFAULT NULL COMMENT 'subtask status',
+  `result` longtext COMMENT 'subtask result',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_sub_task` (`conv_id`,`sub_task_num`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt plan";
+
+-- dbgpt.dbgpt_serve_flow definition
+CREATE TABLE `dbgpt_serve_flow` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `uid` varchar(128) NOT NULL COMMENT 'Unique id',
+  `dag_id` varchar(128) DEFAULT NULL COMMENT 'DAG id',
+  `name` varchar(128) DEFAULT NULL COMMENT 'Flow name',
+  `flow_data` text COMMENT 'Flow data, JSON format',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT NULL COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT NULL COMMENT 'Record update time',
+  `flow_category` varchar(64) DEFAULT NULL COMMENT 'Flow category',
+  `description` varchar(512) DEFAULT NULL COMMENT 'Flow description',
+  `state` varchar(32) DEFAULT NULL COMMENT 'Flow state',
+  `error_message` varchar(512) NULL comment 'Error message',
+  `source` varchar(64) DEFAULT NULL COMMENT 'Flow source',
+  `source_url` varchar(512) DEFAULT NULL COMMENT 'Flow source url',
+  `version` varchar(32) DEFAULT NULL COMMENT 'Flow version',
+  `label` varchar(128) DEFAULT NULL COMMENT 'Flow label',
+  `editable` int DEFAULT NULL COMMENT 'Editable, 0: editable, 1: not editable',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_sys_code` (`sys_code`),
+  KEY `ix_dbgpt_serve_flow_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_dag_id` (`dag_id`),
+  KEY `ix_dbgpt_serve_flow_user_name` (`user_name`),
+  KEY `ix_dbgpt_serve_flow_name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.gpts_app definition
+CREATE TABLE `gpts_app` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `app_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `language` varchar(100) NOT NULL COMMENT 'gpts language',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `team_context` text COMMENT 'The execution logic and team member content that teams with different working modes rely on',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `icon` varchar(1024) DEFAULT NULL COMMENT 'app icon, url',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app` (`app_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+CREATE TABLE `gpts_app_collection` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `user_code` int(11) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) NOT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_app_code` (`app_code`),
+  KEY `idx_user_code` (`user_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt collections";
+
+-- dbgpt.gpts_app_detail definition
+CREATE TABLE `gpts_app_detail` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `agent_name` varchar(255) NOT NULL COMMENT ' Agent name',
+  `node_id` varchar(255) NOT NULL COMMENT 'Current AI assistant Agent Node id',
+  `resources` text COMMENT 'Agent bind  resource',
+  `prompt_template` text COMMENT 'Agent bind  template',
+  `llm_strategy` varchar(25) DEFAULT NULL COMMENT 'Agent use llm strategy',
+  `llm_strategy_value` text COMMENT 'Agent use llm strategy value',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app_agent_node` (`app_name`,`agent_name`,`node_id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+CREATE
+DATABASE IF NOT EXISTS EXAMPLE_1;
+use EXAMPLE_1;
+CREATE TABLE IF NOT EXISTS `users`
+(
+    `id`       int         NOT NULL AUTO_INCREMENT,
+    `username` varchar(50) NOT NULL COMMENT '用户名',
+    `password` varchar(50) NOT NULL COMMENT '密码',
+    `email`    varchar(50) NOT NULL COMMENT '邮箱',
+    `phone`    varchar(20) DEFAULT NULL COMMENT '电话',
+    PRIMARY KEY (`id`),
+    KEY        `idx_username` (`username`) COMMENT '索引：按用户名查询'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='聊天用户表';
+
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_1', 'password_1', 'user_1@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_2', 'password_2', 'user_2@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_3', 'password_3', 'user_3@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_4', 'password_4', 'user_4@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_5', 'password_5', 'user_5@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_6', 'password_6', 'user_6@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_7', 'password_7', 'user_7@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_8', 'password_8', 'user_8@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_9', 'password_9', 'user_9@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_10', 'password_10', 'user_10@example.com', '12345678900');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_11', 'password_11', 'user_11@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_12', 'password_12', 'user_12@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_13', 'password_13', 'user_13@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_14', 'password_14', 'user_14@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_15', 'password_15', 'user_15@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_16', 'password_16', 'user_16@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_17', 'password_17', 'user_17@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_18', 'password_18', 'user_18@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_19', 'password_19', 'user_19@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_20', 'password_20', 'user_20@example.com', '12345678900');

assets/schema/upgrade/v0_5_7/upgrade_to_v0.5.7.sql

@@ -0,0 +1,3 @@
+USE dbgpt;
+ALTER TABLE  dbgpt_serve_flow
+    ADD COLUMN `define_type` varchar(32) null comment 'Flow define type(json or python)' after `version`;

assets/schema/upgrade/v0_5_7/v0.5.6.sql

@@ -0,0 +1,395 @@
+-- Full SQL of v0.5.6, please not modify this file(It must be same as the file in the release package)
+
+CREATE
+DATABASE IF NOT EXISTS dbgpt;
+use dbgpt;
+
+-- For alembic migration tool
+CREATE TABLE IF NOT EXISTS `alembic_version`
+(
+    version_num VARCHAR(32) NOT NULL,
+    CONSTRAINT alembic_version_pkc PRIMARY KEY (version_num)
+) DEFAULT CHARSET=utf8mb4 ;
+
+CREATE TABLE IF NOT EXISTS `knowledge_space`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `name`         varchar(100) NOT NULL COMMENT 'knowledge space name',
+    `vector_type`  varchar(50)  NOT NULL COMMENT 'vector type',
+    `desc`         varchar(500) NOT NULL COMMENT 'description',
+    `owner`        varchar(100) DEFAULT NULL COMMENT 'owner',
+    `context`      TEXT         DEFAULT NULL COMMENT 'context argument',
+    `gmt_created`  TIMESTAMP    DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_name` (`name`) COMMENT 'index:idx_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge space table';
+
+CREATE TABLE IF NOT EXISTS `knowledge_document`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `space`        varchar(50)  NOT NULL COMMENT 'knowledge space',
+    `chunk_size`   int          NOT NULL COMMENT 'chunk size',
+    `last_sync`    TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'last sync time',
+    `status`       varchar(50)  NOT NULL COMMENT 'status TODO,RUNNING,FAILED,FINISHED',
+    `content`      LONGTEXT     NOT NULL COMMENT 'knowledge embedding sync result',
+    `result`       TEXT NULL COMMENT 'knowledge content',
+    `vector_ids`   LONGTEXT NULL COMMENT 'vector_ids',
+    `summary`      LONGTEXT NULL COMMENT 'knowledge summary',
+    `gmt_created`  TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_doc_name` (`doc_name`) COMMENT 'index:idx_doc_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document table';
+
+CREATE TABLE IF NOT EXISTS `document_chunk`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `document_id`  int          NOT NULL COMMENT 'document parent id',
+    `content`      longtext     NOT NULL COMMENT 'chunk content',
+    `meta_info`    varchar(200) NOT NULL COMMENT 'metadata info',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_document_id` (`document_id`) COMMENT 'index:document_id'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document chunk detail';
+
+
+
+CREATE TABLE IF NOT EXISTS `connect_config`
+(
+    `id`       int          NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `db_type`  varchar(255) NOT NULL COMMENT 'db type',
+    `db_name`  varchar(255) NOT NULL COMMENT 'db name',
+    `db_path`  varchar(255) DEFAULT NULL COMMENT 'file db path',
+    `db_host`  varchar(255) DEFAULT NULL COMMENT 'db connect host(not file db)',
+    `db_port`  varchar(255) DEFAULT NULL COMMENT 'db cnnect port(not file db)',
+    `db_user`  varchar(255) DEFAULT NULL COMMENT 'db user',
+    `db_pwd`   varchar(255) DEFAULT NULL COMMENT 'db password',
+    `comment`  text COMMENT 'db comment',
+    `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_db` (`db_name`),
+    KEY        `idx_q_db_type` (`db_type`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT 'Connection confi';
+
+CREATE TABLE IF NOT EXISTS `chat_history`
+(
+    `id`        int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`  varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `chat_mode` varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation scene mode',
+    `summary`   longtext COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record summary',
+    `user_name` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'interlocutor',
+    `messages`  text COLLATE utf8mb4_unicode_ci COMMENT 'Conversation details',
+    `message_ids` text COLLATE utf8mb4_unicode_ci COMMENT 'Message id list, split by comma',
+    `sys_code`  varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `conv_uid` (`conv_uid`),
+    PRIMARY KEY (`id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history';
+
+CREATE TABLE IF NOT EXISTS `chat_history_message`
+(
+    `id`             int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`       varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `index`          int                                     NOT NULL COMMENT 'Message index',
+    `round_index`    int                                     NOT NULL COMMENT 'Round of conversation',
+    `message_detail` text COLLATE utf8mb4_unicode_ci COMMENT 'Message details, json format',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `message_uid_index` (`conv_uid`, `index`),
+    PRIMARY KEY (`id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history message';
+
+CREATE TABLE IF NOT EXISTS `chat_feed_back`
+(
+    `id`              bigint(20) NOT NULL AUTO_INCREMENT,
+    `conv_uid`        varchar(128) DEFAULT NULL COMMENT 'Conversation ID',
+    `conv_index`      int(4) DEFAULT NULL COMMENT 'Round of conversation',
+    `score`           int(1) DEFAULT NULL COMMENT 'Score of user',
+    `ques_type`       varchar(32)  DEFAULT NULL COMMENT 'User question category',
+    `question`        longtext     DEFAULT NULL COMMENT 'User question',
+    `knowledge_space` varchar(128) DEFAULT NULL COMMENT 'Knowledge space name',
+    `messages`        longtext     DEFAULT NULL COMMENT 'The details of user feedback',
+    `user_name`       varchar(128) DEFAULT NULL COMMENT 'User name',
+    `gmt_created`     timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`    timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_conv` (`conv_uid`,`conv_index`),
+    KEY               `idx_conv` (`conv_uid`,`conv_index`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='User feedback table';
+
+
+CREATE TABLE IF NOT EXISTS `my_plugin`
+(
+    `id`          int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `tenant`      varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user tenant',
+    `user_code`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'user code',
+    `user_name`   varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user name',
+    `name`        varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `file_name`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin package file name',
+    `type`        varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `use_count`   int                                     DEFAULT NULL COMMENT 'plugin total use count',
+    `succ_count`  int                                     DEFAULT NULL COMMENT 'plugin total success count',
+    `sys_code`    varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created` TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin install time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='User plugin table';
+
+CREATE TABLE IF NOT EXISTS `plugin_hub`
+(
+    `id`              int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `name`            varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `description`     varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin description',
+    `author`          varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author',
+    `email`           varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author email',
+    `type`            varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`         varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `storage_channel` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin storage channel',
+    `storage_url`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download url',
+    `download_param`  varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download param',
+    `gmt_created`     TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin upload time',
+    `installed`       int                                     DEFAULT NULL COMMENT 'plugin already installed count',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Plugin Hub table';
+
+
+CREATE TABLE IF NOT EXISTS `prompt_manage`
+(
+    `id`             int(11) NOT NULL AUTO_INCREMENT,
+    `chat_scene`     varchar(100) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Chat scene',
+    `sub_chat_scene` varchar(100) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Sub chat scene',
+    `prompt_type`    varchar(100) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt type: common or private',
+    `prompt_name`    varchar(256) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'prompt name',
+    `content`        longtext COLLATE utf8mb4_unicode_ci COMMENT 'Prompt content',
+    `input_variables` varchar(1024) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt input variables(split by comma))',
+    `model` varchar(128) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt model name(we can use different models for different prompt)',
+    `prompt_language` varchar(32) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt language(eg:en, zh-cn)',
+    `prompt_format` varchar(32) COLLATE utf8mb4_unicode_ci DEFAULT 'f-string' COMMENT 'Prompt format(eg: f-string, jinja2)',
+    `prompt_desc`    varchar(512) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt description',
+    `user_name`      varchar(128) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'User name',
+    `sys_code`       varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`    timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`   timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `prompt_name_uiq` (`prompt_name`, `sys_code`, `prompt_language`, `model`),
+    KEY              `gmt_created_idx` (`gmt_created`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Prompt management table';
+
+ CREATE TABLE IF NOT EXISTS `gpts_conversations` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `user_goal` text NOT NULL COMMENT 'User''s goals content',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'The gpts name',
+  `state` varchar(255) DEFAULT NULL COMMENT 'The gpts state',
+  `max_auto_reply_round` int(11) NOT NULL COMMENT 'max auto reply round',
+  `auto_reply_count` int(11) NOT NULL COMMENT 'auto reply count',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app ',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NULL COMMENT 'agent team work mode',
+
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_conversations` (`conv_id`),
+  KEY `idx_gpts_name` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt conversations";
+
+CREATE TABLE IF NOT EXISTS `gpts_instance` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `gpts_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `resource_db` text COMMENT 'List of structured database names contained in the current gpts',
+  `resource_internet` text COMMENT 'Is it possible to retrieve information from the internet',
+  `resource_knowledge` text COMMENT 'List of unstructured database names contained in the current gpts',
+  `gpts_agents` varchar(1000) DEFAULT NULL COMMENT 'List of agents names contained in the current gpts',
+  `gpts_models` varchar(1000) DEFAULT NULL COMMENT 'List of llm model names contained in the current gpts',
+  `language` varchar(100) DEFAULT NULL COMMENT 'gpts language',
+  `user_code` varchar(255) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `is_sustainable` tinyint(1) NOT NULL COMMENT 'Applications for sustainable dialogue',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts instance";
+
+CREATE TABLE `gpts_messages` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sender` varchar(255) NOT NULL COMMENT 'Who speaking in the current conversation turn',
+  `receiver` varchar(255) NOT NULL COMMENT 'Who receive message in the current conversation turn',
+  `model_name` varchar(255) DEFAULT NULL COMMENT 'message generate model',
+  `rounds` int(11) NOT NULL COMMENT 'dialogue turns',
+  `content` text COMMENT 'Content of the speech',
+  `current_goal` text COMMENT 'The target corresponding to the current message',
+  `context` text COMMENT 'Current conversation context',
+  `review_info` text COMMENT 'Current conversation review info',
+  `action_report` text COMMENT 'Current conversation action report',
+  `role` varchar(255) DEFAULT NULL COMMENT 'The role of the current message content',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_q_messages` (`conv_id`,`rounds`,`sender`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts message";
+
+
+CREATE TABLE `gpts_plans` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sub_task_num` int(11) NOT NULL COMMENT 'Subtask number',
+  `sub_task_title` varchar(255) NOT NULL COMMENT 'subtask title',
+  `sub_task_content` text NOT NULL COMMENT 'subtask content',
+  `sub_task_agent` varchar(255) DEFAULT NULL COMMENT 'Available agents corresponding to subtasks',
+  `resource_name` varchar(255) DEFAULT NULL COMMENT 'resource name',
+  `rely` varchar(255) DEFAULT NULL COMMENT 'Subtask dependencies，like: 1,2,3',
+  `agent_model` varchar(255) DEFAULT NULL COMMENT 'LLM model used by subtask processing agents',
+  `retry_times` int(11) DEFAULT NULL COMMENT 'number of retries',
+  `max_retry_times` int(11) DEFAULT NULL COMMENT 'Maximum number of retries',
+  `state` varchar(255) DEFAULT NULL COMMENT 'subtask status',
+  `result` longtext COMMENT 'subtask result',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_sub_task` (`conv_id`,`sub_task_num`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt plan";
+
+-- dbgpt.dbgpt_serve_flow definition
+CREATE TABLE `dbgpt_serve_flow` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `uid` varchar(128) NOT NULL COMMENT 'Unique id',
+  `dag_id` varchar(128) DEFAULT NULL COMMENT 'DAG id',
+  `name` varchar(128) DEFAULT NULL COMMENT 'Flow name',
+  `flow_data` text COMMENT 'Flow data, JSON format',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT NULL COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT NULL COMMENT 'Record update time',
+  `flow_category` varchar(64) DEFAULT NULL COMMENT 'Flow category',
+  `description` varchar(512) DEFAULT NULL COMMENT 'Flow description',
+  `state` varchar(32) DEFAULT NULL COMMENT 'Flow state',
+  `error_message` varchar(512) NULL comment 'Error message',
+  `source` varchar(64) DEFAULT NULL COMMENT 'Flow source',
+  `source_url` varchar(512) DEFAULT NULL COMMENT 'Flow source url',
+  `version` varchar(32) DEFAULT NULL COMMENT 'Flow version',
+  `label` varchar(128) DEFAULT NULL COMMENT 'Flow label',
+  `editable` int DEFAULT NULL COMMENT 'Editable, 0: editable, 1: not editable',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_sys_code` (`sys_code`),
+  KEY `ix_dbgpt_serve_flow_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_dag_id` (`dag_id`),
+  KEY `ix_dbgpt_serve_flow_user_name` (`user_name`),
+  KEY `ix_dbgpt_serve_flow_name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.gpts_app definition
+CREATE TABLE `gpts_app` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `app_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `language` varchar(100) NOT NULL COMMENT 'gpts language',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `team_context` text COMMENT 'The execution logic and team member content that teams with different working modes rely on',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `icon` varchar(1024) DEFAULT NULL COMMENT 'app icon, url',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app` (`app_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+CREATE TABLE `gpts_app_collection` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `user_code` int(11) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) NOT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_app_code` (`app_code`),
+  KEY `idx_user_code` (`user_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt collections";
+
+-- dbgpt.gpts_app_detail definition
+CREATE TABLE `gpts_app_detail` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `agent_name` varchar(255) NOT NULL COMMENT ' Agent name',
+  `node_id` varchar(255) NOT NULL COMMENT 'Current AI assistant Agent Node id',
+  `resources` text COMMENT 'Agent bind  resource',
+  `prompt_template` text COMMENT 'Agent bind  template',
+  `llm_strategy` varchar(25) DEFAULT NULL COMMENT 'Agent use llm strategy',
+  `llm_strategy_value` text COMMENT 'Agent use llm strategy value',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app_agent_node` (`app_name`,`agent_name`,`node_id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+CREATE
+DATABASE IF NOT EXISTS EXAMPLE_1;
+use EXAMPLE_1;
+CREATE TABLE IF NOT EXISTS `users`
+(
+    `id`       int         NOT NULL AUTO_INCREMENT,
+    `username` varchar(50) NOT NULL COMMENT '用户名',
+    `password` varchar(50) NOT NULL COMMENT '密码',
+    `email`    varchar(50) NOT NULL COMMENT '邮箱',
+    `phone`    varchar(20) DEFAULT NULL COMMENT '电话',
+    PRIMARY KEY (`id`),
+    KEY        `idx_username` (`username`) COMMENT '索引：按用户名查询'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='聊天用户表';
+
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_1', 'password_1', 'user_1@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_2', 'password_2', 'user_2@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_3', 'password_3', 'user_3@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_4', 'password_4', 'user_4@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_5', 'password_5', 'user_5@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_6', 'password_6', 'user_6@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_7', 'password_7', 'user_7@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_8', 'password_8', 'user_8@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_9', 'password_9', 'user_9@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_10', 'password_10', 'user_10@example.com', '12345678900');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_11', 'password_11', 'user_11@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_12', 'password_12', 'user_12@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_13', 'password_13', 'user_13@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_14', 'password_14', 'user_14@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_15', 'password_15', 'user_15@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_16', 'password_16', 'user_16@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_17', 'password_17', 'user_17@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_18', 'password_18', 'user_18@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_19', 'password_19', 'user_19@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_20', 'password_20', 'user_20@example.com', '12345678900');

assets/schema/upgrade/v0_5_9/upgrade_to_v0.5.9.sql

@@ -0,0 +1,22 @@
+USE dbgpt;
+
+-- For deploy model cluster of DB-GPT(StorageModelRegistry)
+CREATE TABLE IF NOT EXISTS `dbgpt_cluster_registry_instance` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `model_name` varchar(128) NOT NULL COMMENT 'Model name',
+  `host` varchar(128) NOT NULL COMMENT 'Host of the model',
+  `port` int(11) NOT NULL COMMENT 'Port of the model',
+  `weight` float DEFAULT 1.0 COMMENT 'Weight of the model',
+  `check_healthy` tinyint(1) DEFAULT 1 COMMENT 'Whether to check the health of the model',
+  `healthy` tinyint(1) DEFAULT 0 COMMENT 'Whether the model is healthy',
+  `enabled` tinyint(1) DEFAULT 1 COMMENT 'Whether the model is enabled',
+  `prompt_template` varchar(128) DEFAULT NULL COMMENT 'Prompt template for the model instance',
+  `last_heartbeat` datetime DEFAULT NULL COMMENT 'Last heartbeat time of the model instance',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_model_instance` (`model_name`, `host`, `port`, `sys_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='Cluster model instance table, for registering and managing model instances';
+

assets/schema/upgrade/v0_5_9/v0.5.8.sql

@@ -0,0 +1,396 @@
+-- Full SQL of v0.5.8, please not modify this file(It must be same as the file in the release package)
+
+CREATE
+DATABASE IF NOT EXISTS dbgpt;
+use dbgpt;
+
+-- For alembic migration tool
+CREATE TABLE IF NOT EXISTS `alembic_version`
+(
+    version_num VARCHAR(32) NOT NULL,
+    CONSTRAINT alembic_version_pkc PRIMARY KEY (version_num)
+) DEFAULT CHARSET=utf8mb4 ;
+
+CREATE TABLE IF NOT EXISTS `knowledge_space`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `name`         varchar(100) NOT NULL COMMENT 'knowledge space name',
+    `vector_type`  varchar(50)  NOT NULL COMMENT 'vector type',
+    `desc`         varchar(500) NOT NULL COMMENT 'description',
+    `owner`        varchar(100) DEFAULT NULL COMMENT 'owner',
+    `context`      TEXT         DEFAULT NULL COMMENT 'context argument',
+    `gmt_created`  TIMESTAMP    DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_name` (`name`) COMMENT 'index:idx_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge space table';
+
+CREATE TABLE IF NOT EXISTS `knowledge_document`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `space`        varchar(50)  NOT NULL COMMENT 'knowledge space',
+    `chunk_size`   int          NOT NULL COMMENT 'chunk size',
+    `last_sync`    TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'last sync time',
+    `status`       varchar(50)  NOT NULL COMMENT 'status TODO,RUNNING,FAILED,FINISHED',
+    `content`      LONGTEXT     NOT NULL COMMENT 'knowledge embedding sync result',
+    `result`       TEXT NULL COMMENT 'knowledge content',
+    `vector_ids`   LONGTEXT NULL COMMENT 'vector_ids',
+    `summary`      LONGTEXT NULL COMMENT 'knowledge summary',
+    `gmt_created`  TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_doc_name` (`doc_name`) COMMENT 'index:idx_doc_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document table';
+
+CREATE TABLE IF NOT EXISTS `document_chunk`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `document_id`  int          NOT NULL COMMENT 'document parent id',
+    `content`      longtext     NOT NULL COMMENT 'chunk content',
+    `meta_info`    varchar(200) NOT NULL COMMENT 'metadata info',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_document_id` (`document_id`) COMMENT 'index:document_id'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document chunk detail';
+
+
+
+CREATE TABLE IF NOT EXISTS `connect_config`
+(
+    `id`       int          NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `db_type`  varchar(255) NOT NULL COMMENT 'db type',
+    `db_name`  varchar(255) NOT NULL COMMENT 'db name',
+    `db_path`  varchar(255) DEFAULT NULL COMMENT 'file db path',
+    `db_host`  varchar(255) DEFAULT NULL COMMENT 'db connect host(not file db)',
+    `db_port`  varchar(255) DEFAULT NULL COMMENT 'db cnnect port(not file db)',
+    `db_user`  varchar(255) DEFAULT NULL COMMENT 'db user',
+    `db_pwd`   varchar(255) DEFAULT NULL COMMENT 'db password',
+    `comment`  text COMMENT 'db comment',
+    `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_db` (`db_name`),
+    KEY        `idx_q_db_type` (`db_type`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT 'Connection confi';
+
+CREATE TABLE IF NOT EXISTS `chat_history`
+(
+    `id`        int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`  varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `chat_mode` varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation scene mode',
+    `summary`   longtext COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record summary',
+    `user_name` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'interlocutor',
+    `messages`  text COLLATE utf8mb4_unicode_ci COMMENT 'Conversation details',
+    `message_ids` text COLLATE utf8mb4_unicode_ci COMMENT 'Message id list, split by comma',
+    `sys_code`  varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `conv_uid` (`conv_uid`),
+    PRIMARY KEY (`id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history';
+
+CREATE TABLE IF NOT EXISTS `chat_history_message`
+(
+    `id`             int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`       varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `index`          int                                     NOT NULL COMMENT 'Message index',
+    `round_index`    int                                     NOT NULL COMMENT 'Round of conversation',
+    `message_detail` text COLLATE utf8mb4_unicode_ci COMMENT 'Message details, json format',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `message_uid_index` (`conv_uid`, `index`),
+    PRIMARY KEY (`id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history message';
+
+CREATE TABLE IF NOT EXISTS `chat_feed_back`
+(
+    `id`              bigint(20) NOT NULL AUTO_INCREMENT,
+    `conv_uid`        varchar(128) DEFAULT NULL COMMENT 'Conversation ID',
+    `conv_index`      int(4) DEFAULT NULL COMMENT 'Round of conversation',
+    `score`           int(1) DEFAULT NULL COMMENT 'Score of user',
+    `ques_type`       varchar(32)  DEFAULT NULL COMMENT 'User question category',
+    `question`        longtext     DEFAULT NULL COMMENT 'User question',
+    `knowledge_space` varchar(128) DEFAULT NULL COMMENT 'Knowledge space name',
+    `messages`        longtext     DEFAULT NULL COMMENT 'The details of user feedback',
+    `user_name`       varchar(128) DEFAULT NULL COMMENT 'User name',
+    `gmt_created`     timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`    timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_conv` (`conv_uid`,`conv_index`),
+    KEY               `idx_conv` (`conv_uid`,`conv_index`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='User feedback table';
+
+
+CREATE TABLE IF NOT EXISTS `my_plugin`
+(
+    `id`          int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `tenant`      varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user tenant',
+    `user_code`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'user code',
+    `user_name`   varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user name',
+    `name`        varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `file_name`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin package file name',
+    `type`        varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `use_count`   int                                     DEFAULT NULL COMMENT 'plugin total use count',
+    `succ_count`  int                                     DEFAULT NULL COMMENT 'plugin total success count',
+    `sys_code`    varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created` TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin install time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='User plugin table';
+
+CREATE TABLE IF NOT EXISTS `plugin_hub`
+(
+    `id`              int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `name`            varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `description`     varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin description',
+    `author`          varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author',
+    `email`           varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author email',
+    `type`            varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`         varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `storage_channel` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin storage channel',
+    `storage_url`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download url',
+    `download_param`  varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download param',
+    `gmt_created`     TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin upload time',
+    `installed`       int                                     DEFAULT NULL COMMENT 'plugin already installed count',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Plugin Hub table';
+
+
+CREATE TABLE IF NOT EXISTS `prompt_manage`
+(
+    `id`             int(11) NOT NULL AUTO_INCREMENT,
+    `chat_scene`     varchar(100) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Chat scene',
+    `sub_chat_scene` varchar(100) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Sub chat scene',
+    `prompt_type`    varchar(100) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt type: common or private',
+    `prompt_name`    varchar(256) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'prompt name',
+    `content`        longtext COLLATE utf8mb4_unicode_ci COMMENT 'Prompt content',
+    `input_variables` varchar(1024) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt input variables(split by comma))',
+    `model` varchar(128) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt model name(we can use different models for different prompt)',
+    `prompt_language` varchar(32) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt language(eg:en, zh-cn)',
+    `prompt_format` varchar(32) COLLATE utf8mb4_unicode_ci DEFAULT 'f-string' COMMENT 'Prompt format(eg: f-string, jinja2)',
+    `prompt_desc`    varchar(512) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt description',
+    `user_name`      varchar(128) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'User name',
+    `sys_code`       varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`    timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`   timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `prompt_name_uiq` (`prompt_name`, `sys_code`, `prompt_language`, `model`),
+    KEY              `gmt_created_idx` (`gmt_created`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Prompt management table';
+
+ CREATE TABLE IF NOT EXISTS `gpts_conversations` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `user_goal` text NOT NULL COMMENT 'User''s goals content',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'The gpts name',
+  `state` varchar(255) DEFAULT NULL COMMENT 'The gpts state',
+  `max_auto_reply_round` int(11) NOT NULL COMMENT 'max auto reply round',
+  `auto_reply_count` int(11) NOT NULL COMMENT 'auto reply count',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app ',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NULL COMMENT 'agent team work mode',
+
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_conversations` (`conv_id`),
+  KEY `idx_gpts_name` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt conversations";
+
+CREATE TABLE IF NOT EXISTS `gpts_instance` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `gpts_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `resource_db` text COMMENT 'List of structured database names contained in the current gpts',
+  `resource_internet` text COMMENT 'Is it possible to retrieve information from the internet',
+  `resource_knowledge` text COMMENT 'List of unstructured database names contained in the current gpts',
+  `gpts_agents` varchar(1000) DEFAULT NULL COMMENT 'List of agents names contained in the current gpts',
+  `gpts_models` varchar(1000) DEFAULT NULL COMMENT 'List of llm model names contained in the current gpts',
+  `language` varchar(100) DEFAULT NULL COMMENT 'gpts language',
+  `user_code` varchar(255) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `is_sustainable` tinyint(1) NOT NULL COMMENT 'Applications for sustainable dialogue',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts instance";
+
+CREATE TABLE `gpts_messages` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sender` varchar(255) NOT NULL COMMENT 'Who speaking in the current conversation turn',
+  `receiver` varchar(255) NOT NULL COMMENT 'Who receive message in the current conversation turn',
+  `model_name` varchar(255) DEFAULT NULL COMMENT 'message generate model',
+  `rounds` int(11) NOT NULL COMMENT 'dialogue turns',
+  `content` text COMMENT 'Content of the speech',
+  `current_goal` text COMMENT 'The target corresponding to the current message',
+  `context` text COMMENT 'Current conversation context',
+  `review_info` text COMMENT 'Current conversation review info',
+  `action_report` text COMMENT 'Current conversation action report',
+  `role` varchar(255) DEFAULT NULL COMMENT 'The role of the current message content',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_q_messages` (`conv_id`,`rounds`,`sender`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts message";
+
+
+CREATE TABLE `gpts_plans` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sub_task_num` int(11) NOT NULL COMMENT 'Subtask number',
+  `sub_task_title` varchar(255) NOT NULL COMMENT 'subtask title',
+  `sub_task_content` text NOT NULL COMMENT 'subtask content',
+  `sub_task_agent` varchar(255) DEFAULT NULL COMMENT 'Available agents corresponding to subtasks',
+  `resource_name` varchar(255) DEFAULT NULL COMMENT 'resource name',
+  `rely` varchar(255) DEFAULT NULL COMMENT 'Subtask dependencies，like: 1,2,3',
+  `agent_model` varchar(255) DEFAULT NULL COMMENT 'LLM model used by subtask processing agents',
+  `retry_times` int(11) DEFAULT NULL COMMENT 'number of retries',
+  `max_retry_times` int(11) DEFAULT NULL COMMENT 'Maximum number of retries',
+  `state` varchar(255) DEFAULT NULL COMMENT 'subtask status',
+  `result` longtext COMMENT 'subtask result',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_sub_task` (`conv_id`,`sub_task_num`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt plan";
+
+-- dbgpt.dbgpt_serve_flow definition
+CREATE TABLE `dbgpt_serve_flow` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `uid` varchar(128) NOT NULL COMMENT 'Unique id',
+  `dag_id` varchar(128) DEFAULT NULL COMMENT 'DAG id',
+  `name` varchar(128) DEFAULT NULL COMMENT 'Flow name',
+  `flow_data` text COMMENT 'Flow data, JSON format',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT NULL COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT NULL COMMENT 'Record update time',
+  `flow_category` varchar(64) DEFAULT NULL COMMENT 'Flow category',
+  `description` varchar(512) DEFAULT NULL COMMENT 'Flow description',
+  `state` varchar(32) DEFAULT NULL COMMENT 'Flow state',
+  `error_message` varchar(512) NULL comment 'Error message',
+  `source` varchar(64) DEFAULT NULL COMMENT 'Flow source',
+  `source_url` varchar(512) DEFAULT NULL COMMENT 'Flow source url',
+  `version` varchar(32) DEFAULT NULL COMMENT 'Flow version',
+  `define_type` varchar(32) null comment 'Flow define type(json or python)',
+  `label` varchar(128) DEFAULT NULL COMMENT 'Flow label',
+  `editable` int DEFAULT NULL COMMENT 'Editable, 0: editable, 1: not editable',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_sys_code` (`sys_code`),
+  KEY `ix_dbgpt_serve_flow_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_dag_id` (`dag_id`),
+  KEY `ix_dbgpt_serve_flow_user_name` (`user_name`),
+  KEY `ix_dbgpt_serve_flow_name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.gpts_app definition
+CREATE TABLE `gpts_app` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `app_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `language` varchar(100) NOT NULL COMMENT 'gpts language',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `team_context` text COMMENT 'The execution logic and team member content that teams with different working modes rely on',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `icon` varchar(1024) DEFAULT NULL COMMENT 'app icon, url',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app` (`app_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+CREATE TABLE `gpts_app_collection` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `user_code` int(11) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) NOT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_app_code` (`app_code`),
+  KEY `idx_user_code` (`user_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt collections";
+
+-- dbgpt.gpts_app_detail definition
+CREATE TABLE `gpts_app_detail` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `agent_name` varchar(255) NOT NULL COMMENT ' Agent name',
+  `node_id` varchar(255) NOT NULL COMMENT 'Current AI assistant Agent Node id',
+  `resources` text COMMENT 'Agent bind  resource',
+  `prompt_template` text COMMENT 'Agent bind  template',
+  `llm_strategy` varchar(25) DEFAULT NULL COMMENT 'Agent use llm strategy',
+  `llm_strategy_value` text COMMENT 'Agent use llm strategy value',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app_agent_node` (`app_name`,`agent_name`,`node_id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+CREATE
+DATABASE IF NOT EXISTS EXAMPLE_1;
+use EXAMPLE_1;
+CREATE TABLE IF NOT EXISTS `users`
+(
+    `id`       int         NOT NULL AUTO_INCREMENT,
+    `username` varchar(50) NOT NULL COMMENT '用户名',
+    `password` varchar(50) NOT NULL COMMENT '密码',
+    `email`    varchar(50) NOT NULL COMMENT '邮箱',
+    `phone`    varchar(20) DEFAULT NULL COMMENT '电话',
+    PRIMARY KEY (`id`),
+    KEY        `idx_username` (`username`) COMMENT '索引：按用户名查询'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='聊天用户表';
+
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_1', 'password_1', 'user_1@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_2', 'password_2', 'user_2@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_3', 'password_3', 'user_3@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_4', 'password_4', 'user_4@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_5', 'password_5', 'user_5@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_6', 'password_6', 'user_6@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_7', 'password_7', 'user_7@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_8', 'password_8', 'user_8@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_9', 'password_9', 'user_9@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_10', 'password_10', 'user_10@example.com', '12345678900');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_11', 'password_11', 'user_11@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_12', 'password_12', 'user_12@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_13', 'password_13', 'user_13@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_14', 'password_14', 'user_14@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_15', 'password_15', 'user_15@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_16', 'password_16', 'user_16@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_17', 'password_17', 'user_17@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_18', 'password_18', 'user_18@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_19', 'password_19', 'user_19@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_20', 'password_20', 'user_20@example.com', '12345678900');

assets/schema/upgrade/v0_6_0/upgrade_to_v0.6.0.sql

@@ -0,0 +1,155 @@
+USE dbgpt;
+-- chat_history
+ALTER TABLE  chat_history ADD COLUMN `app_code` varchar(255) DEFAULT NULL COMMENT 'App unique code' after `message_ids`;
+
+-- gpts_app
+ALTER TABLE  gpts_app ADD COLUMN `published` varchar(64) DEFAULT 'false' COMMENT 'Has it been published?';
+ALTER TABLE  gpts_app ADD COLUMN `param_need` text DEFAULT NULL COMMENT 'Parameter information supported by the application';
+ALTER TABLE  gpts_app ADD COLUMN `admins` text DEFAULT NULL COMMENT 'administrator';
+
+
+-- connect_config
+ALTER TABLE  connect_config ADD COLUMN `user_name` varchar(255) DEFAULT NULL COMMENT 'user name';
+ALTER TABLE  connect_config ADD COLUMN `user_id` varchar(255) DEFAULT NULL COMMENT 'user id';
+
+-- document_chunk
+ALTER TABLE  document_chunk ADD COLUMN `questions` text DEFAULT NULL COMMENT 'chunk related questions';
+
+-- knowledge_document
+ALTER TABLE  knowledge_document ADD COLUMN `doc_token` varchar(100) DEFAULT NULL COMMENT 'doc token';
+ALTER TABLE  knowledge_document ADD COLUMN `questions` text DEFAULT NULL COMMENT 'document related questions';
+
+-- gpts_messages
+ALTER TABLE  gpts_messages ADD COLUMN `is_success` int(4)  NULL DEFAULT 0 COMMENT 'agent message is success';
+ALTER TABLE  gpts_messages ADD COLUMN `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code';
+ALTER TABLE  gpts_messages ADD COLUMN `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name';
+ALTER TABLE  gpts_messages ADD COLUMN `resource_info` text DEFAULT NULL  COMMENT 'Current conversation resource info';
+
+-- prompt_manage
+ALTER TABLE  prompt_manage ADD COLUMN `prompt_code` varchar(255) NULL COMMENT 'Prompt code';
+ALTER TABLE  prompt_manage ADD COLUMN `response_schema` text  NULL COMMENT 'Prompt response schema';
+ALTER TABLE  prompt_manage ADD COLUMN `user_code` varchar(128)  NULL COMMENT 'User code';
+
+-- chat_feed_back
+ALTER TABLE  chat_feed_back ADD COLUMN `message_id` varchar(255)  NULL COMMENT 'Message id';
+ALTER TABLE  chat_feed_back ADD COLUMN `feedback_type` varchar(50)  NULL COMMENT 'Feedback type like or unlike';
+ALTER TABLE  chat_feed_back ADD COLUMN `reason_types` varchar(255)  NULL COMMENT 'Feedback reason categories';
+ALTER TABLE  chat_feed_back ADD COLUMN `user_code` varchar(128)  NULL COMMENT 'User code';
+ALTER TABLE  chat_feed_back ADD COLUMN `remark` text NULL COMMENT 'Feedback remark';
+
+-- dbgpt_serve_flow
+ALTER TABLE dbgpt_serve_flow ADD COLUMN `variables` text DEFAULT NULL COMMENT 'Flow variables, JSON format';
+
+-- dbgpt.recommend_question definition
+CREATE TABLE `recommend_question` (
+  `id` bigint(20) unsigned NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gmt_create` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'create time',
+  `gmt_modified` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'last update time',
+  `app_code` varchar(255) DEFAULT NULL COMMENT 'Current AI assistant code',
+  `question` text DEFAULT NULL COMMENT 'question',
+  `user_code` int(11) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `valid` varchar(10) DEFAULT 'true' COMMENT 'is it effective，true/false',
+  `chat_mode` varchar(255) DEFAULT NULL COMMENT 'Conversation scene mode，chat_knowledge...',
+  `params` text DEFAULT NULL COMMENT 'question param',
+  `is_hot_question` varchar(10) DEFAULT 'false' COMMENT 'Is it a popular recommendation question?',
+  PRIMARY KEY (`id`),
+  KEY `idx_rec_q_app_code` (`app_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT="AI application related recommendation issues";
+
+-- dbgpt.user_recent_apps definition
+CREATE TABLE `user_recent_apps` (
+  `id` bigint(20) unsigned NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gmt_create` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'create time',
+  `gmt_modified` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'last update time',
+  `app_code` varchar(255) DEFAULT NULL COMMENT 'AI assistant code',
+  `last_accessed` timestamp NULL DEFAULT NULL COMMENT 'User recent usage time',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  PRIMARY KEY (`id`),
+  KEY `idx_user_r_app_code` (`app_code`),
+  KEY `idx_last_accessed` (`last_accessed`),
+  KEY `idx_user_code` (`user_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='User recently used apps';
+
+-- dbgpt.dbgpt_serve_file definition
+CREATE TABLE `dbgpt_serve_file` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `bucket` varchar(255) NOT NULL COMMENT 'Bucket name',
+  `file_id` varchar(255) NOT NULL COMMENT 'File id',
+  `file_name` varchar(256) NOT NULL COMMENT 'File name',
+  `file_size` int DEFAULT NULL COMMENT 'File size',
+  `storage_type` varchar(32) NOT NULL COMMENT 'Storage type',
+  `storage_path` varchar(512) NOT NULL COMMENT 'Storage path',
+  `uri` varchar(512) NOT NULL COMMENT 'File URI',
+  `custom_metadata` text DEFAULT NULL COMMENT 'Custom metadata, JSON format',
+  `file_hash` varchar(128) DEFAULT NULL COMMENT 'File hash',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_bucket_file_id` (`bucket`, `file_id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_variables definition
+CREATE TABLE `dbgpt_serve_variables` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `key` varchar(128) NOT NULL COMMENT 'Variable key',
+  `name` varchar(128) DEFAULT NULL COMMENT 'Variable name',
+  `label` varchar(128) DEFAULT NULL COMMENT 'Variable label',
+  `value` text DEFAULT NULL COMMENT 'Variable value, JSON format',
+  `value_type` varchar(32) DEFAULT NULL COMMENT 'Variable value type(string, int, float, bool)',
+  `category` varchar(32) DEFAULT 'common' COMMENT 'Variable category(common or secret)',
+  `encryption_method` varchar(32) DEFAULT NULL COMMENT 'Variable encryption method(fernet, simple, rsa, aes)',
+  `salt` varchar(128) DEFAULT NULL COMMENT 'Variable salt',
+  `scope` varchar(32) DEFAULT 'global' COMMENT 'Variable scope(global,flow,app,agent,datasource,flow_priv,agent_priv, ""etc)',
+  `scope_key` varchar(256) DEFAULT NULL COMMENT 'Variable scope key, default is empty, for scope is "flow_priv", the scope_key is dag id of flow',
+  `enabled` int DEFAULT 1 COMMENT 'Variable enabled, 0: disabled, 1: enabled',
+  `description` text DEFAULT NULL COMMENT 'Variable description',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  KEY `ix_your_table_name_key` (`key`),
+  KEY `ix_your_table_name_name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_dbgpts_my definition
+CREATE TABLE `dbgpt_serve_dbgpts_my` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `name` varchar(255)  NOT NULL COMMENT 'plugin name',
+  `user_name` varchar(255)  DEFAULT NULL COMMENT 'user name',
+  `file_name` varchar(255)  NOT NULL COMMENT 'plugin package file name',
+  `type` varchar(255)  DEFAULT NULL COMMENT 'plugin type',
+  `version` varchar(255)  DEFAULT NULL COMMENT 'plugin version',
+  `use_count` int DEFAULT NULL COMMENT 'plugin total use count',
+  `succ_count` int DEFAULT NULL COMMENT 'plugin total success count',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin install time',
+  `gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `name` (`name`, `user_name`),
+  KEY `ix_my_plugin_sys_code` (`sys_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_dbgpts_hub definition
+CREATE TABLE `dbgpt_serve_dbgpts_hub` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `name` varchar(255) NOT NULL COMMENT 'plugin name',
+  `description` varchar(255)  NULL COMMENT 'plugin description',
+  `author` varchar(255) DEFAULT NULL COMMENT 'plugin author',
+  `email` varchar(255) DEFAULT NULL COMMENT 'plugin author email',
+  `type` varchar(255) DEFAULT NULL COMMENT 'plugin type',
+  `version` varchar(255) DEFAULT NULL COMMENT 'plugin version',
+  `storage_channel` varchar(255) DEFAULT NULL COMMENT 'plugin storage channel',
+  `storage_url` varchar(255) DEFAULT NULL COMMENT 'plugin download url',
+  `download_param` varchar(255) DEFAULT NULL COMMENT 'plugin download param',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin upload time',
+  `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+  `installed` int DEFAULT NULL COMMENT 'plugin already installed count',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+

assets/schema/upgrade/v0_6_0/v0.5.10.sql

@@ -0,0 +1,419 @@
+-- Full SQL of v0.5.10, please not modify this file(It must be same as the file in the release package)
+
+CREATE
+DATABASE IF NOT EXISTS dbgpt;
+use dbgpt;
+
+-- For alembic migration tool
+CREATE TABLE IF NOT EXISTS `alembic_version`
+(
+    version_num VARCHAR(32) NOT NULL,
+    CONSTRAINT alembic_version_pkc PRIMARY KEY (version_num)
+) DEFAULT CHARSET=utf8mb4 ;
+
+CREATE TABLE IF NOT EXISTS `knowledge_space`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `name`         varchar(100) NOT NULL COMMENT 'knowledge space name',
+    `vector_type`  varchar(50)  NOT NULL COMMENT 'vector type',
+    `domain_type`  varchar(50)  NOT NULL COMMENT 'domain type',
+    `desc`         varchar(500) NOT NULL COMMENT 'description',
+    `owner`        varchar(100) DEFAULT NULL COMMENT 'owner',
+    `context`      TEXT         DEFAULT NULL COMMENT 'context argument',
+    `gmt_created`  TIMESTAMP    DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_name` (`name`) COMMENT 'index:idx_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge space table';
+
+CREATE TABLE IF NOT EXISTS `knowledge_document`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `space`        varchar(50)  NOT NULL COMMENT 'knowledge space',
+    `chunk_size`   int          NOT NULL COMMENT 'chunk size',
+    `last_sync`    TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'last sync time',
+    `status`       varchar(50)  NOT NULL COMMENT 'status TODO,RUNNING,FAILED,FINISHED',
+    `content`      LONGTEXT     NOT NULL COMMENT 'knowledge embedding sync result',
+    `result`       TEXT NULL COMMENT 'knowledge content',
+    `vector_ids`   LONGTEXT NULL COMMENT 'vector_ids',
+    `summary`      LONGTEXT NULL COMMENT 'knowledge summary',
+    `gmt_created`  TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_doc_name` (`doc_name`) COMMENT 'index:idx_doc_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document table';
+
+CREATE TABLE IF NOT EXISTS `document_chunk`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `document_id`  int          NOT NULL COMMENT 'document parent id',
+    `content`      longtext     NOT NULL COMMENT 'chunk content',
+    `meta_info`    varchar(200) NOT NULL COMMENT 'metadata info',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_document_id` (`document_id`) COMMENT 'index:document_id'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document chunk detail';
+
+
+
+CREATE TABLE IF NOT EXISTS `connect_config`
+(
+    `id`       int          NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `db_type`  varchar(255) NOT NULL COMMENT 'db type',
+    `db_name`  varchar(255) NOT NULL COMMENT 'db name',
+    `db_path`  varchar(255) DEFAULT NULL COMMENT 'file db path',
+    `db_host`  varchar(255) DEFAULT NULL COMMENT 'db connect host(not file db)',
+    `db_port`  varchar(255) DEFAULT NULL COMMENT 'db cnnect port(not file db)',
+    `db_user`  varchar(255) DEFAULT NULL COMMENT 'db user',
+    `db_pwd`   varchar(255) DEFAULT NULL COMMENT 'db password',
+    `comment`  text COMMENT 'db comment',
+    `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_db` (`db_name`),
+    KEY        `idx_q_db_type` (`db_type`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT 'Connection confi';
+
+CREATE TABLE IF NOT EXISTS `chat_history`
+(
+    `id`        int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`  varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `chat_mode` varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation scene mode',
+    `summary`   longtext COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record summary',
+    `user_name` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'interlocutor',
+    `messages`  text COLLATE utf8mb4_unicode_ci COMMENT 'Conversation details',
+    `message_ids` text COLLATE utf8mb4_unicode_ci COMMENT 'Message id list, split by comma',
+    `sys_code`  varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `conv_uid` (`conv_uid`),
+    PRIMARY KEY (`id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history';
+
+CREATE TABLE IF NOT EXISTS `chat_history_message`
+(
+    `id`             int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`       varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `index`          int                                     NOT NULL COMMENT 'Message index',
+    `round_index`    int                                     NOT NULL COMMENT 'Round of conversation',
+    `message_detail` text COLLATE utf8mb4_unicode_ci COMMENT 'Message details, json format',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `message_uid_index` (`conv_uid`, `index`),
+    PRIMARY KEY (`id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history message';
+
+CREATE TABLE IF NOT EXISTS `chat_feed_back`
+(
+    `id`              bigint(20) NOT NULL AUTO_INCREMENT,
+    `conv_uid`        varchar(128) DEFAULT NULL COMMENT 'Conversation ID',
+    `conv_index`      int(4) DEFAULT NULL COMMENT 'Round of conversation',
+    `score`           int(1) DEFAULT NULL COMMENT 'Score of user',
+    `ques_type`       varchar(32)  DEFAULT NULL COMMENT 'User question category',
+    `question`        longtext     DEFAULT NULL COMMENT 'User question',
+    `knowledge_space` varchar(128) DEFAULT NULL COMMENT 'Knowledge space name',
+    `messages`        longtext     DEFAULT NULL COMMENT 'The details of user feedback',
+    `user_name`       varchar(128) DEFAULT NULL COMMENT 'User name',
+    `gmt_created`     timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`    timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_conv` (`conv_uid`,`conv_index`),
+    KEY               `idx_conv` (`conv_uid`,`conv_index`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='User feedback table';
+
+
+CREATE TABLE IF NOT EXISTS `my_plugin`
+(
+    `id`          int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `tenant`      varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user tenant',
+    `user_code`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'user code',
+    `user_name`   varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user name',
+    `name`        varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `file_name`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin package file name',
+    `type`        varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `use_count`   int                                     DEFAULT NULL COMMENT 'plugin total use count',
+    `succ_count`  int                                     DEFAULT NULL COMMENT 'plugin total success count',
+    `sys_code`    varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created` TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin install time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='User plugin table';
+
+CREATE TABLE IF NOT EXISTS `plugin_hub`
+(
+    `id`              int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `name`            varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `description`     varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin description',
+    `author`          varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author',
+    `email`           varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author email',
+    `type`            varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`         varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `storage_channel` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin storage channel',
+    `storage_url`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download url',
+    `download_param`  varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download param',
+    `gmt_created`     TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin upload time',
+    `installed`       int                                     DEFAULT NULL COMMENT 'plugin already installed count',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Plugin Hub table';
+
+
+CREATE TABLE IF NOT EXISTS `prompt_manage`
+(
+    `id`             int(11) NOT NULL AUTO_INCREMENT,
+    `chat_scene`     varchar(100) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Chat scene',
+    `sub_chat_scene` varchar(100) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Sub chat scene',
+    `prompt_type`    varchar(100) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt type: common or private',
+    `prompt_name`    varchar(256) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'prompt name',
+    `content`        longtext COLLATE utf8mb4_unicode_ci COMMENT 'Prompt content',
+    `input_variables` varchar(1024) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt input variables(split by comma))',
+    `model` varchar(128) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt model name(we can use different models for different prompt)',
+    `prompt_language` varchar(32) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt language(eg:en, zh-cn)',
+    `prompt_format` varchar(32) COLLATE utf8mb4_unicode_ci DEFAULT 'f-string' COMMENT 'Prompt format(eg: f-string, jinja2)',
+    `prompt_desc`    varchar(512) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'Prompt description',
+    `user_name`      varchar(128) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'User name',
+    `sys_code`       varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`    timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`   timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `prompt_name_uiq` (`prompt_name`, `sys_code`, `prompt_language`, `model`),
+    KEY              `gmt_created_idx` (`gmt_created`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Prompt management table';
+
+ CREATE TABLE IF NOT EXISTS `gpts_conversations` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `user_goal` text NOT NULL COMMENT 'User''s goals content',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'The gpts name',
+  `state` varchar(255) DEFAULT NULL COMMENT 'The gpts state',
+  `max_auto_reply_round` int(11) NOT NULL COMMENT 'max auto reply round',
+  `auto_reply_count` int(11) NOT NULL COMMENT 'auto reply count',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app ',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NULL COMMENT 'agent team work mode',
+
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_conversations` (`conv_id`),
+  KEY `idx_gpts_name` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt conversations";
+
+CREATE TABLE IF NOT EXISTS `gpts_instance` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `gpts_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `resource_db` text COMMENT 'List of structured database names contained in the current gpts',
+  `resource_internet` text COMMENT 'Is it possible to retrieve information from the internet',
+  `resource_knowledge` text COMMENT 'List of unstructured database names contained in the current gpts',
+  `gpts_agents` varchar(1000) DEFAULT NULL COMMENT 'List of agents names contained in the current gpts',
+  `gpts_models` varchar(1000) DEFAULT NULL COMMENT 'List of llm model names contained in the current gpts',
+  `language` varchar(100) DEFAULT NULL COMMENT 'gpts language',
+  `user_code` varchar(255) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `is_sustainable` tinyint(1) NOT NULL COMMENT 'Applications for sustainable dialogue',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts instance";
+
+CREATE TABLE `gpts_messages` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sender` varchar(255) NOT NULL COMMENT 'Who speaking in the current conversation turn',
+  `receiver` varchar(255) NOT NULL COMMENT 'Who receive message in the current conversation turn',
+  `model_name` varchar(255) DEFAULT NULL COMMENT 'message generate model',
+  `rounds` int(11) NOT NULL COMMENT 'dialogue turns',
+  `content` text COMMENT 'Content of the speech',
+  `current_goal` text COMMENT 'The target corresponding to the current message',
+  `context` text COMMENT 'Current conversation context',
+  `review_info` text COMMENT 'Current conversation review info',
+  `action_report` text COMMENT 'Current conversation action report',
+  `role` varchar(255) DEFAULT NULL COMMENT 'The role of the current message content',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_q_messages` (`conv_id`,`rounds`,`sender`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts message";
+
+
+CREATE TABLE `gpts_plans` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sub_task_num` int(11) NOT NULL COMMENT 'Subtask number',
+  `sub_task_title` varchar(255) NOT NULL COMMENT 'subtask title',
+  `sub_task_content` text NOT NULL COMMENT 'subtask content',
+  `sub_task_agent` varchar(255) DEFAULT NULL COMMENT 'Available agents corresponding to subtasks',
+  `resource_name` varchar(255) DEFAULT NULL COMMENT 'resource name',
+  `rely` varchar(255) DEFAULT NULL COMMENT 'Subtask dependencies，like: 1,2,3',
+  `agent_model` varchar(255) DEFAULT NULL COMMENT 'LLM model used by subtask processing agents',
+  `retry_times` int(11) DEFAULT NULL COMMENT 'number of retries',
+  `max_retry_times` int(11) DEFAULT NULL COMMENT 'Maximum number of retries',
+  `state` varchar(255) DEFAULT NULL COMMENT 'subtask status',
+  `result` longtext COMMENT 'subtask result',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_sub_task` (`conv_id`,`sub_task_num`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt plan";
+
+-- dbgpt.dbgpt_serve_flow definition
+CREATE TABLE `dbgpt_serve_flow` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `uid` varchar(128) NOT NULL COMMENT 'Unique id',
+  `dag_id` varchar(128) DEFAULT NULL COMMENT 'DAG id',
+  `name` varchar(128) DEFAULT NULL COMMENT 'Flow name',
+  `flow_data` text COMMENT 'Flow data, JSON format',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT NULL COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT NULL COMMENT 'Record update time',
+  `flow_category` varchar(64) DEFAULT NULL COMMENT 'Flow category',
+  `description` varchar(512) DEFAULT NULL COMMENT 'Flow description',
+  `state` varchar(32) DEFAULT NULL COMMENT 'Flow state',
+  `error_message` varchar(512) NULL comment 'Error message',
+  `source` varchar(64) DEFAULT NULL COMMENT 'Flow source',
+  `source_url` varchar(512) DEFAULT NULL COMMENT 'Flow source url',
+  `version` varchar(32) DEFAULT NULL COMMENT 'Flow version',
+  `define_type` varchar(32) null comment 'Flow define type(json or python)',
+  `label` varchar(128) DEFAULT NULL COMMENT 'Flow label',
+  `editable` int DEFAULT NULL COMMENT 'Editable, 0: editable, 1: not editable',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_sys_code` (`sys_code`),
+  KEY `ix_dbgpt_serve_flow_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_dag_id` (`dag_id`),
+  KEY `ix_dbgpt_serve_flow_user_name` (`user_name`),
+  KEY `ix_dbgpt_serve_flow_name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.gpts_app definition
+CREATE TABLE `gpts_app` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `app_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `language` varchar(100) NOT NULL COMMENT 'gpts language',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `team_context` text COMMENT 'The execution logic and team member content that teams with different working modes rely on',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `icon` varchar(1024) DEFAULT NULL COMMENT 'app icon, url',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app` (`app_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+CREATE TABLE `gpts_app_collection` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `user_code` int(11) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) NOT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_app_code` (`app_code`),
+  KEY `idx_user_code` (`user_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt collections";
+
+-- dbgpt.gpts_app_detail definition
+CREATE TABLE `gpts_app_detail` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `agent_name` varchar(255) NOT NULL COMMENT ' Agent name',
+  `node_id` varchar(255) NOT NULL COMMENT 'Current AI assistant Agent Node id',
+  `resources` text COMMENT 'Agent bind  resource',
+  `prompt_template` text COMMENT 'Agent bind  template',
+  `llm_strategy` varchar(25) DEFAULT NULL COMMENT 'Agent use llm strategy',
+  `llm_strategy_value` text COMMENT 'Agent use llm strategy value',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app_agent_node` (`app_name`,`agent_name`,`node_id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+
+-- For deploy model cluster of DB-GPT(StorageModelRegistry)
+CREATE TABLE IF NOT EXISTS `dbgpt_cluster_registry_instance` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `model_name` varchar(128) NOT NULL COMMENT 'Model name',
+  `host` varchar(128) NOT NULL COMMENT 'Host of the model',
+  `port` int(11) NOT NULL COMMENT 'Port of the model',
+  `weight` float DEFAULT 1.0 COMMENT 'Weight of the model',
+  `check_healthy` tinyint(1) DEFAULT 1 COMMENT 'Whether to check the health of the model',
+  `healthy` tinyint(1) DEFAULT 0 COMMENT 'Whether the model is healthy',
+  `enabled` tinyint(1) DEFAULT 1 COMMENT 'Whether the model is enabled',
+  `prompt_template` varchar(128) DEFAULT NULL COMMENT 'Prompt template for the model instance',
+  `last_heartbeat` datetime DEFAULT NULL COMMENT 'Last heartbeat time of the model instance',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_model_instance` (`model_name`, `host`, `port`, `sys_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='Cluster model instance table, for registering and managing model instances';
+
+
+CREATE
+DATABASE IF NOT EXISTS EXAMPLE_1;
+use EXAMPLE_1;
+CREATE TABLE IF NOT EXISTS `users`
+(
+    `id`       int         NOT NULL AUTO_INCREMENT,
+    `username` varchar(50) NOT NULL COMMENT '用户名',
+    `password` varchar(50) NOT NULL COMMENT '密码',
+    `email`    varchar(50) NOT NULL COMMENT '邮箱',
+    `phone`    varchar(20) DEFAULT NULL COMMENT '电话',
+    PRIMARY KEY (`id`),
+    KEY        `idx_username` (`username`) COMMENT '索引：按用户名查询'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='聊天用户表';
+
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_1', 'password_1', 'user_1@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_2', 'password_2', 'user_2@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_3', 'password_3', 'user_3@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_4', 'password_4', 'user_4@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_5', 'password_5', 'user_5@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_6', 'password_6', 'user_6@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_7', 'password_7', 'user_7@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_8', 'password_8', 'user_8@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_9', 'password_9', 'user_9@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_10', 'password_10', 'user_10@example.com', '12345678900');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_11', 'password_11', 'user_11@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_12', 'password_12', 'user_12@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_13', 'password_13', 'user_13@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_14', 'password_14', 'user_14@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_15', 'password_15', 'user_15@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_16', 'password_16', 'user_16@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_17', 'password_17', 'user_17@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_18', 'password_18', 'user_18@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_19', 'password_19', 'user_19@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_20', 'password_20', 'user_20@example.com', '12345678900');

assets/schema/upgrade/v0_6_1/upgrade_to_0.6.1.sql

@@ -0,0 +1,13 @@
+USE dbgpt;
+
+-- Modify doc_token column to be nullable in knowledge_document table
+ALTER TABLE `knowledge_document`
+MODIFY COLUMN `doc_token` varchar(100) NULL COMMENT 'doc token';
+
+-- Change meta_info column type from varchar(200) to text in document_chunk table
+ALTER TABLE `document_chunk`
+MODIFY COLUMN `meta_info` text NOT NULL COMMENT 'metadata info';
+
+-- Change message_detail column type from text to longtext in chat_history_message table
+ALTER TABLE `chat_history_message`
+MODIFY COLUMN `message_detail` longtext COLLATE utf8mb4_unicode_ci COMMENT 'Message details, json format';

assets/schema/upgrade/v0_6_1/v0.6.0.sql

@@ -0,0 +1,560 @@
+-- Full SQL of v0.6.0, please not modify this file(It must be same as the file in the release package)
+
+CREATE
+DATABASE IF NOT EXISTS dbgpt;
+use dbgpt;
+
+-- For alembic migration tool
+CREATE TABLE IF NOT EXISTS `alembic_version`
+(
+    version_num VARCHAR(32) NOT NULL,
+    CONSTRAINT alembic_version_pkc PRIMARY KEY (version_num)
+) DEFAULT CHARSET=utf8mb4 ;
+
+CREATE TABLE IF NOT EXISTS `knowledge_space`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `name`         varchar(100) NOT NULL COMMENT 'knowledge space name',
+    `vector_type`  varchar(50)  NOT NULL COMMENT 'vector type',
+    `domain_type`  varchar(50)  NOT NULL COMMENT 'domain type',
+    `desc`         varchar(500) NOT NULL COMMENT 'description',
+    `owner`        varchar(100) DEFAULT NULL COMMENT 'owner',
+    `context`      TEXT         DEFAULT NULL COMMENT 'context argument',
+    `gmt_created`  TIMESTAMP    DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_name` (`name`) COMMENT 'index:idx_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge space table';
+
+CREATE TABLE IF NOT EXISTS `knowledge_document`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `doc_token`     varchar(100)  NOT NULL COMMENT 'doc token',
+    `space`        varchar(50)  NOT NULL COMMENT 'knowledge space',
+    `chunk_size`   int          NOT NULL COMMENT 'chunk size',
+    `last_sync`    TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'last sync time',
+    `status`       varchar(50)  NOT NULL COMMENT 'status TODO,RUNNING,FAILED,FINISHED',
+    `content`      LONGTEXT     NOT NULL COMMENT 'knowledge embedding sync result',
+    `result`       TEXT NULL COMMENT 'knowledge content',
+    `questions`    TEXT NULL COMMENT 'document related questions',
+    `vector_ids`   LONGTEXT NULL COMMENT 'vector_ids',
+    `summary`      LONGTEXT NULL COMMENT 'knowledge summary',
+    `gmt_created`  TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_doc_name` (`doc_name`) COMMENT 'index:idx_doc_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document table';
+
+CREATE TABLE IF NOT EXISTS `document_chunk`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `document_id`  int          NOT NULL COMMENT 'document parent id',
+    `content`      longtext     NOT NULL COMMENT 'chunk content',
+    `questions`    text         NULL COMMENT 'chunk related questions',
+    `meta_info`    varchar(200) NOT NULL COMMENT 'metadata info',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_document_id` (`document_id`) COMMENT 'index:document_id'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document chunk detail';
+
+
+CREATE TABLE IF NOT EXISTS `connect_config`
+(
+    `id`       int          NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `db_type`  varchar(255) NOT NULL COMMENT 'db type',
+    `db_name`  varchar(255) NOT NULL COMMENT 'db name',
+    `db_path`  varchar(255) DEFAULT NULL COMMENT 'file db path',
+    `db_host`  varchar(255) DEFAULT NULL COMMENT 'db connect host(not file db)',
+    `db_port`  varchar(255) DEFAULT NULL COMMENT 'db cnnect port(not file db)',
+    `db_user`  varchar(255) DEFAULT NULL COMMENT 'db user',
+    `db_pwd`   varchar(255) DEFAULT NULL COMMENT 'db password',
+    `comment`  text COMMENT 'db comment',
+    `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+    `user_name`  varchar(255) DEFAULT NULL COMMENT 'user name',
+    `user_id`  varchar(255) DEFAULT NULL COMMENT 'user id',
+
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_db` (`db_name`),
+    KEY        `idx_q_db_type` (`db_type`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT 'Connection confi';
+
+CREATE TABLE IF NOT EXISTS `chat_history`
+(
+    `id`        int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`  varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `chat_mode` varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation scene mode',
+    `summary`   longtext COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record summary',
+    `user_name` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'interlocutor',
+    `messages`  text COLLATE utf8mb4_unicode_ci COMMENT 'Conversation details',
+    `message_ids` text COLLATE utf8mb4_unicode_ci COMMENT 'Message id list, split by comma',
+    `app_code` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'App unique code',
+    `sys_code`  varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `conv_uid` (`conv_uid`),
+    PRIMARY KEY (`id`),
+    KEY `idx_chat_his_app_code` (`app_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history';
+
+CREATE TABLE IF NOT EXISTS `chat_history_message`
+(
+    `id`             int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`       varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `index`          int                                     NOT NULL COMMENT 'Message index',
+    `round_index`    int                                     NOT NULL COMMENT 'Round of conversation',
+    `message_detail` text COLLATE utf8mb4_unicode_ci COMMENT 'Message details, json format',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `message_uid_index` (`conv_uid`, `index`),
+    PRIMARY KEY (`id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history message';
+
+
+CREATE TABLE IF NOT EXISTS `chat_feed_back`
+(
+    `id`              bigint(20) NOT NULL AUTO_INCREMENT,
+    `conv_uid`        varchar(128) DEFAULT NULL COMMENT 'Conversation ID',
+    `conv_index`      int(4) DEFAULT NULL COMMENT 'Round of conversation',
+    `score`           int(1) DEFAULT NULL COMMENT 'Score of user',
+    `ques_type`       varchar(32)  DEFAULT NULL COMMENT 'User question category',
+    `question`        longtext     DEFAULT NULL COMMENT 'User question',
+    `knowledge_space` varchar(128) DEFAULT NULL COMMENT 'Knowledge space name',
+    `messages`        longtext     DEFAULT NULL COMMENT 'The details of user feedback',
+    `message_id`      varchar(255)  NULL COMMENT 'Message id',
+    `feedback_type`   varchar(50)  NULL COMMENT 'Feedback type like or unlike',
+    `reason_types`    varchar(255)  NULL COMMENT 'Feedback reason categories',
+    `remark`          text          NULL COMMENT 'Feedback remark',
+    `user_code`       varchar(128)  NULL COMMENT 'User code',
+    `user_name`       varchar(128) DEFAULT NULL COMMENT 'User name',
+    `gmt_created`     timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`    timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_conv` (`conv_uid`,`conv_index`),
+    KEY               `idx_conv` (`conv_uid`,`conv_index`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='User feedback table';
+
+
+CREATE TABLE IF NOT EXISTS `my_plugin`
+(
+    `id`          int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `tenant`      varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user tenant',
+    `user_code`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'user code',
+    `user_name`   varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user name',
+    `name`        varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `file_name`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin package file name',
+    `type`        varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `use_count`   int                                     DEFAULT NULL COMMENT 'plugin total use count',
+    `succ_count`  int                                     DEFAULT NULL COMMENT 'plugin total success count',
+    `sys_code`    varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created` TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin install time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='User plugin table';
+
+CREATE TABLE IF NOT EXISTS `plugin_hub`
+(
+    `id`              int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `name`            varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `description`     varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin description',
+    `author`          varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author',
+    `email`           varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author email',
+    `type`            varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`         varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `storage_channel` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin storage channel',
+    `storage_url`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download url',
+    `download_param`  varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download param',
+    `gmt_created`     TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin upload time',
+    `installed`       int                                     DEFAULT NULL COMMENT 'plugin already installed count',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Plugin Hub table';
+
+
+CREATE TABLE IF NOT EXISTS `prompt_manage`
+(
+    `id`             int(11) NOT NULL AUTO_INCREMENT,
+    `chat_scene`     varchar(100) DEFAULT NULL COMMENT 'Chat scene',
+    `sub_chat_scene` varchar(100) DEFAULT NULL COMMENT 'Sub chat scene',
+    `prompt_type`    varchar(100) DEFAULT NULL COMMENT 'Prompt type: common or private',
+    `prompt_name`    varchar(256) DEFAULT NULL COMMENT 'prompt name',
+    `prompt_code`    varchar(256) DEFAULT NULL COMMENT 'prompt code',
+    `content`        longtext COMMENT 'Prompt content',
+    `input_variables` varchar(1024) DEFAULT NULL COMMENT 'Prompt input variables(split by comma))',
+    `response_schema` text  DEFAULT NULL COMMENT 'Prompt response schema',
+    `model` varchar(128) DEFAULT NULL COMMENT 'Prompt model name(we can use different models for different prompt)',
+    `prompt_language` varchar(32) DEFAULT NULL COMMENT 'Prompt language(eg:en, zh-cn)',
+    `prompt_format` varchar(32) DEFAULT 'f-string' COMMENT 'Prompt format(eg: f-string, jinja2)',
+    `prompt_desc`    varchar(512) DEFAULT NULL COMMENT 'Prompt description',
+    `user_code`     varchar(128) DEFAULT NULL COMMENT 'User code',
+    `user_name`      varchar(128) DEFAULT NULL COMMENT 'User name',
+    `sys_code`       varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`    timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`   timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `prompt_name_uiq` (`prompt_name`, `sys_code`, `prompt_language`, `model`),
+    KEY              `gmt_created_idx` (`gmt_created`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Prompt management table';
+
+
+
+ CREATE TABLE IF NOT EXISTS `gpts_conversations` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `user_goal` text NOT NULL COMMENT 'User''s goals content',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'The gpts name',
+  `state` varchar(255) DEFAULT NULL COMMENT 'The gpts state',
+  `max_auto_reply_round` int(11) NOT NULL COMMENT 'max auto reply round',
+  `auto_reply_count` int(11) NOT NULL COMMENT 'auto reply count',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app ',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NULL COMMENT 'agent team work mode',
+
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_conversations` (`conv_id`),
+  KEY `idx_gpts_name` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt conversations";
+
+CREATE TABLE IF NOT EXISTS `gpts_instance` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `gpts_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `resource_db` text COMMENT 'List of structured database names contained in the current gpts',
+  `resource_internet` text COMMENT 'Is it possible to retrieve information from the internet',
+  `resource_knowledge` text COMMENT 'List of unstructured database names contained in the current gpts',
+  `gpts_agents` varchar(1000) DEFAULT NULL COMMENT 'List of agents names contained in the current gpts',
+  `gpts_models` varchar(1000) DEFAULT NULL COMMENT 'List of llm model names contained in the current gpts',
+  `language` varchar(100) DEFAULT NULL COMMENT 'gpts language',
+  `user_code` varchar(255) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `is_sustainable` tinyint(1) NOT NULL COMMENT 'Applications for sustainable dialogue',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts instance";
+
+CREATE TABLE `gpts_messages` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sender` varchar(255) NOT NULL COMMENT 'Who speaking in the current conversation turn',
+  `receiver` varchar(255) NOT NULL COMMENT 'Who receive message in the current conversation turn',
+  `model_name` varchar(255) DEFAULT NULL COMMENT 'message generate model',
+  `rounds` int(11) NOT NULL COMMENT 'dialogue turns',
+  `is_success` int(4)  NULL DEFAULT 0 COMMENT 'agent message is success',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `content` text COMMENT 'Content of the speech',
+  `current_goal` text COMMENT 'The target corresponding to the current message',
+  `context` text COMMENT 'Current conversation context',
+  `review_info` text COMMENT 'Current conversation review info',
+  `action_report` text COMMENT 'Current conversation action report',
+  `resource_info` text DEFAULT NULL  COMMENT 'Current conversation resource info',
+  `role` varchar(255) DEFAULT NULL COMMENT 'The role of the current message content',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_q_messages` (`conv_id`,`rounds`,`sender`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts message";
+
+
+CREATE TABLE `gpts_plans` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sub_task_num` int(11) NOT NULL COMMENT 'Subtask number',
+  `sub_task_title` varchar(255) NOT NULL COMMENT 'subtask title',
+  `sub_task_content` text NOT NULL COMMENT 'subtask content',
+  `sub_task_agent` varchar(255) DEFAULT NULL COMMENT 'Available agents corresponding to subtasks',
+  `resource_name` varchar(255) DEFAULT NULL COMMENT 'resource name',
+  `rely` varchar(255) DEFAULT NULL COMMENT 'Subtask dependencies，like: 1,2,3',
+  `agent_model` varchar(255) DEFAULT NULL COMMENT 'LLM model used by subtask processing agents',
+  `retry_times` int(11) DEFAULT NULL COMMENT 'number of retries',
+  `max_retry_times` int(11) DEFAULT NULL COMMENT 'Maximum number of retries',
+  `state` varchar(255) DEFAULT NULL COMMENT 'subtask status',
+  `result` longtext COMMENT 'subtask result',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_sub_task` (`conv_id`,`sub_task_num`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt plan";
+
+-- dbgpt.dbgpt_serve_flow definition
+CREATE TABLE `dbgpt_serve_flow` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `uid` varchar(128) NOT NULL COMMENT 'Unique id',
+  `dag_id` varchar(128) DEFAULT NULL COMMENT 'DAG id',
+  `name` varchar(128) DEFAULT NULL COMMENT 'Flow name',
+  `flow_data` text COMMENT 'Flow data, JSON format',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT NULL COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT NULL COMMENT 'Record update time',
+  `flow_category` varchar(64) DEFAULT NULL COMMENT 'Flow category',
+  `description` varchar(512) DEFAULT NULL COMMENT 'Flow description',
+  `state` varchar(32) DEFAULT NULL COMMENT 'Flow state',
+  `error_message` varchar(512) NULL comment 'Error message',
+  `source` varchar(64) DEFAULT NULL COMMENT 'Flow source',
+  `source_url` varchar(512) DEFAULT NULL COMMENT 'Flow source url',
+  `version` varchar(32) DEFAULT NULL COMMENT 'Flow version',
+  `define_type` varchar(32) null comment 'Flow define type(json or python)',
+  `label` varchar(128) DEFAULT NULL COMMENT 'Flow label',
+  `editable` int DEFAULT NULL COMMENT 'Editable, 0: editable, 1: not editable',
+  `variables` text DEFAULT NULL COMMENT 'Flow variables, JSON format',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_sys_code` (`sys_code`),
+  KEY `ix_dbgpt_serve_flow_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_dag_id` (`dag_id`),
+  KEY `ix_dbgpt_serve_flow_user_name` (`user_name`),
+  KEY `ix_dbgpt_serve_flow_name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_file definition
+CREATE TABLE `dbgpt_serve_file` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `bucket` varchar(255) NOT NULL COMMENT 'Bucket name',
+  `file_id` varchar(255) NOT NULL COMMENT 'File id',
+  `file_name` varchar(256) NOT NULL COMMENT 'File name',
+  `file_size` int DEFAULT NULL COMMENT 'File size',
+  `storage_type` varchar(32) NOT NULL COMMENT 'Storage type',
+  `storage_path` varchar(512) NOT NULL COMMENT 'Storage path',
+  `uri` varchar(512) NOT NULL COMMENT 'File URI',
+  `custom_metadata` text DEFAULT NULL COMMENT 'Custom metadata, JSON format',
+  `file_hash` varchar(128) DEFAULT NULL COMMENT 'File hash',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_bucket_file_id` (`bucket`, `file_id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_variables definition
+CREATE TABLE `dbgpt_serve_variables` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `key` varchar(128) NOT NULL COMMENT 'Variable key',
+  `name` varchar(128) DEFAULT NULL COMMENT 'Variable name',
+  `label` varchar(128) DEFAULT NULL COMMENT 'Variable label',
+  `value` text DEFAULT NULL COMMENT 'Variable value, JSON format',
+  `value_type` varchar(32) DEFAULT NULL COMMENT 'Variable value type(string, int, float, bool)',
+  `category` varchar(32) DEFAULT 'common' COMMENT 'Variable category(common or secret)',
+  `encryption_method` varchar(32) DEFAULT NULL COMMENT 'Variable encryption method(fernet, simple, rsa, aes)',
+  `salt` varchar(128) DEFAULT NULL COMMENT 'Variable salt',
+  `scope` varchar(32) DEFAULT 'global' COMMENT 'Variable scope(global,flow,app,agent,datasource,flow_priv,agent_priv, ""etc)',
+  `scope_key` varchar(256) DEFAULT NULL COMMENT 'Variable scope key, default is empty, for scope is "flow_priv", the scope_key is dag id of flow',
+  `enabled` int DEFAULT 1 COMMENT 'Variable enabled, 0: disabled, 1: enabled',
+  `description` text DEFAULT NULL COMMENT 'Variable description',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  KEY `ix_your_table_name_key` (`key`),
+  KEY `ix_your_table_name_name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+
+-- dbgpt.gpts_app definition
+CREATE TABLE `gpts_app` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `app_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `language` varchar(100) NOT NULL COMMENT 'gpts language',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `team_context` text COMMENT 'The execution logic and team member content that teams with different working modes rely on',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `icon` varchar(1024) DEFAULT NULL COMMENT 'app icon, url',
+  `published` varchar(64) DEFAULT 'false' COMMENT 'Has it been published?',
+  `param_need` text DEFAULT NULL COMMENT 'Parameter information supported by the application',
+  `admins` text DEFAULT NULL COMMENT 'administrator',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app` (`app_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+CREATE TABLE `gpts_app_collection` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `user_code` int(11) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) NOT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_app_code` (`app_code`),
+  KEY `idx_user_code` (`user_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt collections";
+
+-- dbgpt.gpts_app_detail definition
+CREATE TABLE `gpts_app_detail` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `agent_name` varchar(255) NOT NULL COMMENT ' Agent name',
+  `node_id` varchar(255) NOT NULL COMMENT 'Current AI assistant Agent Node id',
+  `resources` text COMMENT 'Agent bind  resource',
+  `prompt_template` text COMMENT 'Agent bind  template',
+  `llm_strategy` varchar(25) DEFAULT NULL COMMENT 'Agent use llm strategy',
+  `llm_strategy_value` text COMMENT 'Agent use llm strategy value',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app_agent_node` (`app_name`,`agent_name`,`node_id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+
+-- For deploy model cluster of DB-GPT(StorageModelRegistry)
+CREATE TABLE IF NOT EXISTS `dbgpt_cluster_registry_instance` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `model_name` varchar(128) NOT NULL COMMENT 'Model name',
+  `host` varchar(128) NOT NULL COMMENT 'Host of the model',
+  `port` int(11) NOT NULL COMMENT 'Port of the model',
+  `weight` float DEFAULT 1.0 COMMENT 'Weight of the model',
+  `check_healthy` tinyint(1) DEFAULT 1 COMMENT 'Whether to check the health of the model',
+  `healthy` tinyint(1) DEFAULT 0 COMMENT 'Whether the model is healthy',
+  `enabled` tinyint(1) DEFAULT 1 COMMENT 'Whether the model is enabled',
+  `prompt_template` varchar(128) DEFAULT NULL COMMENT 'Prompt template for the model instance',
+  `last_heartbeat` datetime DEFAULT NULL COMMENT 'Last heartbeat time of the model instance',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_model_instance` (`model_name`, `host`, `port`, `sys_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='Cluster model instance table, for registering and managing model instances';
+
+-- dbgpt.recommend_question definition
+CREATE TABLE `recommend_question` (
+  `id` bigint(20) unsigned NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gmt_create` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'create time',
+  `gmt_modified` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'last update time',
+  `app_code` varchar(255) DEFAULT NULL COMMENT 'Current AI assistant code',
+  `question` text DEFAULT NULL COMMENT 'question',
+  `user_code` int(11) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) NOT NULL COMMENT 'system app code',
+  `valid` varchar(10) DEFAULT 'true' COMMENT 'is it effective，true/false',
+  `chat_mode` varchar(255) DEFAULT NULL COMMENT 'Conversation scene mode，chat_knowledge...',
+  `params` text DEFAULT NULL COMMENT 'question param',
+  `is_hot_question` varchar(10) DEFAULT 'false' COMMENT 'Is it a popular recommendation question?',
+  PRIMARY KEY (`id`),
+  KEY `idx_rec_q_app_code` (`app_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT="AI application related recommendation issues";
+
+-- dbgpt.user_recent_apps definition
+CREATE TABLE `user_recent_apps` (
+  `id` bigint(20) unsigned NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gmt_create` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'create time',
+  `gmt_modified` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'last update time',
+  `app_code` varchar(255) DEFAULT NULL COMMENT 'AI assistant code',
+  `last_accessed` timestamp NULL DEFAULT NULL COMMENT 'User recent usage time',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  PRIMARY KEY (`id`),
+  KEY `idx_user_r_app_code` (`app_code`),
+  KEY `idx_last_accessed` (`last_accessed`),
+  KEY `idx_user_code` (`user_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='User recently used apps';
+
+-- dbgpt.dbgpt_serve_dbgpts_my definition
+CREATE TABLE `dbgpt_serve_dbgpts_my` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `name` varchar(255)  NOT NULL COMMENT 'plugin name',
+  `user_code` varchar(255)  DEFAULT NULL COMMENT 'user code',
+  `user_name` varchar(255)  DEFAULT NULL COMMENT 'user name',
+  `file_name` varchar(255)  NOT NULL COMMENT 'plugin package file name',
+  `type` varchar(255)  DEFAULT NULL COMMENT 'plugin type',
+  `version` varchar(255)  DEFAULT NULL COMMENT 'plugin version',
+  `use_count` int DEFAULT NULL COMMENT 'plugin total use count',
+  `succ_count` int DEFAULT NULL COMMENT 'plugin total success count',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin install time',
+  `gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `name` (`name`, `user_name`),
+  KEY `ix_my_plugin_sys_code` (`sys_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_dbgpts_hub definition
+CREATE TABLE `dbgpt_serve_dbgpts_hub` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `name` varchar(255) NOT NULL COMMENT 'plugin name',
+  `description` varchar(255)  NULL COMMENT 'plugin description',
+  `author` varchar(255) DEFAULT NULL COMMENT 'plugin author',
+  `email` varchar(255) DEFAULT NULL COMMENT 'plugin author email',
+  `type` varchar(255) DEFAULT NULL COMMENT 'plugin type',
+  `version` varchar(255) DEFAULT NULL COMMENT 'plugin version',
+  `storage_channel` varchar(255) DEFAULT NULL COMMENT 'plugin storage channel',
+  `storage_url` varchar(255) DEFAULT NULL COMMENT 'plugin download url',
+  `download_param` varchar(255) DEFAULT NULL COMMENT 'plugin download param',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin upload time',
+  `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+  `installed` int DEFAULT NULL COMMENT 'plugin already installed count',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+
+CREATE
+DATABASE IF NOT EXISTS EXAMPLE_1;
+use EXAMPLE_1;
+CREATE TABLE IF NOT EXISTS `users`
+(
+    `id`       int         NOT NULL AUTO_INCREMENT,
+    `username` varchar(50) NOT NULL COMMENT '用户名',
+    `password` varchar(50) NOT NULL COMMENT '密码',
+    `email`    varchar(50) NOT NULL COMMENT '邮箱',
+    `phone`    varchar(20) DEFAULT NULL COMMENT '电话',
+    PRIMARY KEY (`id`),
+    KEY        `idx_username` (`username`) COMMENT '索引：按用户名查询'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='聊天用户表';
+
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_1', 'password_1', 'user_1@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_2', 'password_2', 'user_2@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_3', 'password_3', 'user_3@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_4', 'password_4', 'user_4@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_5', 'password_5', 'user_5@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_6', 'password_6', 'user_6@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_7', 'password_7', 'user_7@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_8', 'password_8', 'user_8@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_9', 'password_9', 'user_9@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_10', 'password_10', 'user_10@example.com', '12345678900');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_11', 'password_11', 'user_11@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_12', 'password_12', 'user_12@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_13', 'password_13', 'user_13@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_14', 'password_14', 'user_14@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_15', 'password_15', 'user_15@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_16', 'password_16', 'user_16@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_17', 'password_17', 'user_17@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_18', 'password_18', 'user_18@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_19', 'password_19', 'user_19@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_20', 'password_20', 'user_20@example.com', '12345678900');

assets/schema/upgrade/v0_6_2/upgrade_to_0.6.2.sql

@@ -0,0 +1,14 @@
+USE dbgpt;
+
+-- Modify sys_code column to be nullable in gpts_app_collection table
+ALTER TABLE `gpts_app_collection`
+MODIFY COLUMN `sys_code` varchar(255) NULL COMMENT 'system app code';
+
+-- Change app_code to NOT NULL and sys_code to nullable in recommend_question table
+ALTER TABLE `recommend_question`
+MODIFY COLUMN `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+MODIFY COLUMN `sys_code` varchar(255) NULL COMMENT 'system app code';
+
+-- Change app_code to NOT NULL in user_recent_apps table
+ALTER TABLE `user_recent_apps`
+MODIFY COLUMN `app_code` varchar(255) NOT NULL COMMENT 'AI assistant code';

assets/schema/upgrade/v0_6_2/v0.6.1.sql

@@ -0,0 +1,560 @@
+-- Full SQL of v0.6.1, please not modify this file(It must be same as the file in the release package)
+
+CREATE
+DATABASE IF NOT EXISTS dbgpt;
+use dbgpt;
+
+-- For alembic migration tool
+CREATE TABLE IF NOT EXISTS `alembic_version`
+(
+    version_num VARCHAR(32) NOT NULL,
+    CONSTRAINT alembic_version_pkc PRIMARY KEY (version_num)
+) DEFAULT CHARSET=utf8mb4 ;
+
+CREATE TABLE IF NOT EXISTS `knowledge_space`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `name`         varchar(100) NOT NULL COMMENT 'knowledge space name',
+    `vector_type`  varchar(50)  NOT NULL COMMENT 'vector type',
+    `domain_type`  varchar(50)  NOT NULL COMMENT 'domain type',
+    `desc`         varchar(500) NOT NULL COMMENT 'description',
+    `owner`        varchar(100) DEFAULT NULL COMMENT 'owner',
+    `context`      TEXT         DEFAULT NULL COMMENT 'context argument',
+    `gmt_created`  TIMESTAMP    DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_name` (`name`) COMMENT 'index:idx_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge space table';
+
+CREATE TABLE IF NOT EXISTS `knowledge_document`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `doc_token`    varchar(100) NULL COMMENT 'doc token',
+    `space`        varchar(50)  NOT NULL COMMENT 'knowledge space',
+    `chunk_size`   int          NOT NULL COMMENT 'chunk size',
+    `last_sync`    TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'last sync time',
+    `status`       varchar(50)  NOT NULL COMMENT 'status TODO,RUNNING,FAILED,FINISHED',
+    `content`      LONGTEXT     NOT NULL COMMENT 'knowledge embedding sync result',
+    `result`       TEXT NULL COMMENT 'knowledge content',
+    `questions`    TEXT NULL COMMENT 'document related questions',
+    `vector_ids`   LONGTEXT NULL COMMENT 'vector_ids',
+    `summary`      LONGTEXT NULL COMMENT 'knowledge summary',
+    `gmt_created`  TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_doc_name` (`doc_name`) COMMENT 'index:idx_doc_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document table';
+
+CREATE TABLE IF NOT EXISTS `document_chunk`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `document_id`  int          NOT NULL COMMENT 'document parent id',
+    `content`      longtext     NOT NULL COMMENT 'chunk content',
+    `questions`    text         NULL COMMENT 'chunk related questions',
+    `meta_info`    text NOT NULL COMMENT 'metadata info',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_document_id` (`document_id`) COMMENT 'index:document_id'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document chunk detail';
+
+
+CREATE TABLE IF NOT EXISTS `connect_config`
+(
+    `id`       int          NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `db_type`  varchar(255) NOT NULL COMMENT 'db type',
+    `db_name`  varchar(255) NOT NULL COMMENT 'db name',
+    `db_path`  varchar(255) DEFAULT NULL COMMENT 'file db path',
+    `db_host`  varchar(255) DEFAULT NULL COMMENT 'db connect host(not file db)',
+    `db_port`  varchar(255) DEFAULT NULL COMMENT 'db cnnect port(not file db)',
+    `db_user`  varchar(255) DEFAULT NULL COMMENT 'db user',
+    `db_pwd`   varchar(255) DEFAULT NULL COMMENT 'db password',
+    `comment`  text COMMENT 'db comment',
+    `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+    `user_name`  varchar(255) DEFAULT NULL COMMENT 'user name',
+    `user_id`  varchar(255) DEFAULT NULL COMMENT 'user id',
+
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_db` (`db_name`),
+    KEY        `idx_q_db_type` (`db_type`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT 'Connection confi';
+
+CREATE TABLE IF NOT EXISTS `chat_history`
+(
+    `id`        int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`  varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `chat_mode` varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation scene mode',
+    `summary`   longtext COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record summary',
+    `user_name` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'interlocutor',
+    `messages`  text COLLATE utf8mb4_unicode_ci COMMENT 'Conversation details',
+    `message_ids` text COLLATE utf8mb4_unicode_ci COMMENT 'Message id list, split by comma',
+    `app_code` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'App unique code',
+    `sys_code`  varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `conv_uid` (`conv_uid`),
+    PRIMARY KEY (`id`),
+    KEY `idx_chat_his_app_code` (`app_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history';
+
+CREATE TABLE IF NOT EXISTS `chat_history_message`
+(
+    `id`             int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`       varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `index`          int                                     NOT NULL COMMENT 'Message index',
+    `round_index`    int                                     NOT NULL COMMENT 'Round of conversation',
+    `message_detail` longtext COLLATE utf8mb4_unicode_ci COMMENT 'Message details, json format',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `message_uid_index` (`conv_uid`, `index`),
+    PRIMARY KEY (`id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history message';
+
+
+CREATE TABLE IF NOT EXISTS `chat_feed_back`
+(
+    `id`              bigint(20) NOT NULL AUTO_INCREMENT,
+    `conv_uid`        varchar(128) DEFAULT NULL COMMENT 'Conversation ID',
+    `conv_index`      int(4) DEFAULT NULL COMMENT 'Round of conversation',
+    `score`           int(1) DEFAULT NULL COMMENT 'Score of user',
+    `ques_type`       varchar(32)  DEFAULT NULL COMMENT 'User question category',
+    `question`        longtext     DEFAULT NULL COMMENT 'User question',
+    `knowledge_space` varchar(128) DEFAULT NULL COMMENT 'Knowledge space name',
+    `messages`        longtext     DEFAULT NULL COMMENT 'The details of user feedback',
+    `message_id`      varchar(255)  NULL COMMENT 'Message id',
+    `feedback_type`   varchar(50)  NULL COMMENT 'Feedback type like or unlike',
+    `reason_types`    varchar(255)  NULL COMMENT 'Feedback reason categories',
+    `remark`          text          NULL COMMENT 'Feedback remark',
+    `user_code`       varchar(128)  NULL COMMENT 'User code',
+    `user_name`       varchar(128) DEFAULT NULL COMMENT 'User name',
+    `gmt_created`     timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`    timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_conv` (`conv_uid`,`conv_index`),
+    KEY               `idx_conv` (`conv_uid`,`conv_index`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='User feedback table';
+
+
+CREATE TABLE IF NOT EXISTS `my_plugin`
+(
+    `id`          int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `tenant`      varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user tenant',
+    `user_code`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'user code',
+    `user_name`   varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user name',
+    `name`        varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `file_name`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin package file name',
+    `type`        varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `use_count`   int                                     DEFAULT NULL COMMENT 'plugin total use count',
+    `succ_count`  int                                     DEFAULT NULL COMMENT 'plugin total success count',
+    `sys_code`    varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created` TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin install time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='User plugin table';
+
+CREATE TABLE IF NOT EXISTS `plugin_hub`
+(
+    `id`              int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `name`            varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `description`     varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin description',
+    `author`          varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author',
+    `email`           varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author email',
+    `type`            varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`         varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `storage_channel` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin storage channel',
+    `storage_url`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download url',
+    `download_param`  varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download param',
+    `gmt_created`     TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin upload time',
+    `installed`       int                                     DEFAULT NULL COMMENT 'plugin already installed count',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Plugin Hub table';
+
+
+CREATE TABLE IF NOT EXISTS `prompt_manage`
+(
+    `id`             int(11) NOT NULL AUTO_INCREMENT,
+    `chat_scene`     varchar(100) DEFAULT NULL COMMENT 'Chat scene',
+    `sub_chat_scene` varchar(100) DEFAULT NULL COMMENT 'Sub chat scene',
+    `prompt_type`    varchar(100) DEFAULT NULL COMMENT 'Prompt type: common or private',
+    `prompt_name`    varchar(256) DEFAULT NULL COMMENT 'prompt name',
+    `prompt_code`    varchar(256) DEFAULT NULL COMMENT 'prompt code',
+    `content`        longtext COMMENT 'Prompt content',
+    `input_variables` varchar(1024) DEFAULT NULL COMMENT 'Prompt input variables(split by comma))',
+    `response_schema` text  DEFAULT NULL COMMENT 'Prompt response schema',
+    `model` varchar(128) DEFAULT NULL COMMENT 'Prompt model name(we can use different models for different prompt)',
+    `prompt_language` varchar(32) DEFAULT NULL COMMENT 'Prompt language(eg:en, zh-cn)',
+    `prompt_format` varchar(32) DEFAULT 'f-string' COMMENT 'Prompt format(eg: f-string, jinja2)',
+    `prompt_desc`    varchar(512) DEFAULT NULL COMMENT 'Prompt description',
+    `user_code`     varchar(128) DEFAULT NULL COMMENT 'User code',
+    `user_name`      varchar(128) DEFAULT NULL COMMENT 'User name',
+    `sys_code`       varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`    timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`   timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `prompt_name_uiq` (`prompt_name`, `sys_code`, `prompt_language`, `model`),
+    KEY              `gmt_created_idx` (`gmt_created`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Prompt management table';
+
+
+
+ CREATE TABLE IF NOT EXISTS `gpts_conversations` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `user_goal` text NOT NULL COMMENT 'User''s goals content',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'The gpts name',
+  `state` varchar(255) DEFAULT NULL COMMENT 'The gpts state',
+  `max_auto_reply_round` int(11) NOT NULL COMMENT 'max auto reply round',
+  `auto_reply_count` int(11) NOT NULL COMMENT 'auto reply count',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app ',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NULL COMMENT 'agent team work mode',
+
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_conversations` (`conv_id`),
+  KEY `idx_gpts_name` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt conversations";
+
+CREATE TABLE IF NOT EXISTS `gpts_instance` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `gpts_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `resource_db` text COMMENT 'List of structured database names contained in the current gpts',
+  `resource_internet` text COMMENT 'Is it possible to retrieve information from the internet',
+  `resource_knowledge` text COMMENT 'List of unstructured database names contained in the current gpts',
+  `gpts_agents` varchar(1000) DEFAULT NULL COMMENT 'List of agents names contained in the current gpts',
+  `gpts_models` varchar(1000) DEFAULT NULL COMMENT 'List of llm model names contained in the current gpts',
+  `language` varchar(100) DEFAULT NULL COMMENT 'gpts language',
+  `user_code` varchar(255) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `is_sustainable` tinyint(1) NOT NULL COMMENT 'Applications for sustainable dialogue',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts instance";
+
+CREATE TABLE `gpts_messages` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sender` varchar(255) NOT NULL COMMENT 'Who speaking in the current conversation turn',
+  `receiver` varchar(255) NOT NULL COMMENT 'Who receive message in the current conversation turn',
+  `model_name` varchar(255) DEFAULT NULL COMMENT 'message generate model',
+  `rounds` int(11) NOT NULL COMMENT 'dialogue turns',
+  `is_success` int(4)  NULL DEFAULT 0 COMMENT 'agent message is success',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `content` text COMMENT 'Content of the speech',
+  `current_goal` text COMMENT 'The target corresponding to the current message',
+  `context` text COMMENT 'Current conversation context',
+  `review_info` text COMMENT 'Current conversation review info',
+  `action_report` text COMMENT 'Current conversation action report',
+  `resource_info` text DEFAULT NULL  COMMENT 'Current conversation resource info',
+  `role` varchar(255) DEFAULT NULL COMMENT 'The role of the current message content',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_q_messages` (`conv_id`,`rounds`,`sender`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts message";
+
+
+CREATE TABLE `gpts_plans` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sub_task_num` int(11) NOT NULL COMMENT 'Subtask number',
+  `sub_task_title` varchar(255) NOT NULL COMMENT 'subtask title',
+  `sub_task_content` text NOT NULL COMMENT 'subtask content',
+  `sub_task_agent` varchar(255) DEFAULT NULL COMMENT 'Available agents corresponding to subtasks',
+  `resource_name` varchar(255) DEFAULT NULL COMMENT 'resource name',
+  `rely` varchar(255) DEFAULT NULL COMMENT 'Subtask dependencies，like: 1,2,3',
+  `agent_model` varchar(255) DEFAULT NULL COMMENT 'LLM model used by subtask processing agents',
+  `retry_times` int(11) DEFAULT NULL COMMENT 'number of retries',
+  `max_retry_times` int(11) DEFAULT NULL COMMENT 'Maximum number of retries',
+  `state` varchar(255) DEFAULT NULL COMMENT 'subtask status',
+  `result` longtext COMMENT 'subtask result',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_sub_task` (`conv_id`,`sub_task_num`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt plan";
+
+-- dbgpt.dbgpt_serve_flow definition
+CREATE TABLE `dbgpt_serve_flow` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `uid` varchar(128) NOT NULL COMMENT 'Unique id',
+  `dag_id` varchar(128) DEFAULT NULL COMMENT 'DAG id',
+  `name` varchar(128) DEFAULT NULL COMMENT 'Flow name',
+  `flow_data` text COMMENT 'Flow data, JSON format',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT NULL COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT NULL COMMENT 'Record update time',
+  `flow_category` varchar(64) DEFAULT NULL COMMENT 'Flow category',
+  `description` varchar(512) DEFAULT NULL COMMENT 'Flow description',
+  `state` varchar(32) DEFAULT NULL COMMENT 'Flow state',
+  `error_message` varchar(512) NULL comment 'Error message',
+  `source` varchar(64) DEFAULT NULL COMMENT 'Flow source',
+  `source_url` varchar(512) DEFAULT NULL COMMENT 'Flow source url',
+  `version` varchar(32) DEFAULT NULL COMMENT 'Flow version',
+  `define_type` varchar(32) null comment 'Flow define type(json or python)',
+  `label` varchar(128) DEFAULT NULL COMMENT 'Flow label',
+  `editable` int DEFAULT NULL COMMENT 'Editable, 0: editable, 1: not editable',
+  `variables` text DEFAULT NULL COMMENT 'Flow variables, JSON format',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_sys_code` (`sys_code`),
+  KEY `ix_dbgpt_serve_flow_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_dag_id` (`dag_id`),
+  KEY `ix_dbgpt_serve_flow_user_name` (`user_name`),
+  KEY `ix_dbgpt_serve_flow_name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_file definition
+CREATE TABLE `dbgpt_serve_file` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `bucket` varchar(255) NOT NULL COMMENT 'Bucket name',
+  `file_id` varchar(255) NOT NULL COMMENT 'File id',
+  `file_name` varchar(256) NOT NULL COMMENT 'File name',
+  `file_size` int DEFAULT NULL COMMENT 'File size',
+  `storage_type` varchar(32) NOT NULL COMMENT 'Storage type',
+  `storage_path` varchar(512) NOT NULL COMMENT 'Storage path',
+  `uri` varchar(512) NOT NULL COMMENT 'File URI',
+  `custom_metadata` text DEFAULT NULL COMMENT 'Custom metadata, JSON format',
+  `file_hash` varchar(128) DEFAULT NULL COMMENT 'File hash',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_bucket_file_id` (`bucket`, `file_id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_variables definition
+CREATE TABLE `dbgpt_serve_variables` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `key` varchar(128) NOT NULL COMMENT 'Variable key',
+  `name` varchar(128) DEFAULT NULL COMMENT 'Variable name',
+  `label` varchar(128) DEFAULT NULL COMMENT 'Variable label',
+  `value` text DEFAULT NULL COMMENT 'Variable value, JSON format',
+  `value_type` varchar(32) DEFAULT NULL COMMENT 'Variable value type(string, int, float, bool)',
+  `category` varchar(32) DEFAULT 'common' COMMENT 'Variable category(common or secret)',
+  `encryption_method` varchar(32) DEFAULT NULL COMMENT 'Variable encryption method(fernet, simple, rsa, aes)',
+  `salt` varchar(128) DEFAULT NULL COMMENT 'Variable salt',
+  `scope` varchar(32) DEFAULT 'global' COMMENT 'Variable scope(global,flow,app,agent,datasource,flow_priv,agent_priv, ""etc)',
+  `scope_key` varchar(256) DEFAULT NULL COMMENT 'Variable scope key, default is empty, for scope is "flow_priv", the scope_key is dag id of flow',
+  `enabled` int DEFAULT 1 COMMENT 'Variable enabled, 0: disabled, 1: enabled',
+  `description` text DEFAULT NULL COMMENT 'Variable description',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  KEY `ix_your_table_name_key` (`key`),
+  KEY `ix_your_table_name_name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+
+-- dbgpt.gpts_app definition
+CREATE TABLE `gpts_app` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `app_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `language` varchar(100) NOT NULL COMMENT 'gpts language',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `team_context` text COMMENT 'The execution logic and team member content that teams with different working modes rely on',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `icon` varchar(1024) DEFAULT NULL COMMENT 'app icon, url',
+  `published` varchar(64) DEFAULT 'false' COMMENT 'Has it been published?',
+  `param_need` text DEFAULT NULL COMMENT 'Parameter information supported by the application',
+  `admins` text DEFAULT NULL COMMENT 'administrator',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app` (`app_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+CREATE TABLE `gpts_app_collection` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `user_code` int(11) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) NOT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_app_code` (`app_code`),
+  KEY `idx_user_code` (`user_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt collections";
+
+-- dbgpt.gpts_app_detail definition
+CREATE TABLE `gpts_app_detail` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `agent_name` varchar(255) NOT NULL COMMENT ' Agent name',
+  `node_id` varchar(255) NOT NULL COMMENT 'Current AI assistant Agent Node id',
+  `resources` text COMMENT 'Agent bind  resource',
+  `prompt_template` text COMMENT 'Agent bind  template',
+  `llm_strategy` varchar(25) DEFAULT NULL COMMENT 'Agent use llm strategy',
+  `llm_strategy_value` text COMMENT 'Agent use llm strategy value',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app_agent_node` (`app_name`,`agent_name`,`node_id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+
+-- For deploy model cluster of DB-GPT(StorageModelRegistry)
+CREATE TABLE IF NOT EXISTS `dbgpt_cluster_registry_instance` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `model_name` varchar(128) NOT NULL COMMENT 'Model name',
+  `host` varchar(128) NOT NULL COMMENT 'Host of the model',
+  `port` int(11) NOT NULL COMMENT 'Port of the model',
+  `weight` float DEFAULT 1.0 COMMENT 'Weight of the model',
+  `check_healthy` tinyint(1) DEFAULT 1 COMMENT 'Whether to check the health of the model',
+  `healthy` tinyint(1) DEFAULT 0 COMMENT 'Whether the model is healthy',
+  `enabled` tinyint(1) DEFAULT 1 COMMENT 'Whether the model is enabled',
+  `prompt_template` varchar(128) DEFAULT NULL COMMENT 'Prompt template for the model instance',
+  `last_heartbeat` datetime DEFAULT NULL COMMENT 'Last heartbeat time of the model instance',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_model_instance` (`model_name`, `host`, `port`, `sys_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='Cluster model instance table, for registering and managing model instances';
+
+-- dbgpt.recommend_question definition
+CREATE TABLE `recommend_question` (
+  `id` bigint(20) unsigned NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gmt_create` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'create time',
+  `gmt_modified` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'last update time',
+  `app_code` varchar(255) DEFAULT NULL COMMENT 'Current AI assistant code',
+  `question` text DEFAULT NULL COMMENT 'question',
+  `user_code` int(11) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) NOT NULL COMMENT 'system app code',
+  `valid` varchar(10) DEFAULT 'true' COMMENT 'is it effective，true/false',
+  `chat_mode` varchar(255) DEFAULT NULL COMMENT 'Conversation scene mode，chat_knowledge...',
+  `params` text DEFAULT NULL COMMENT 'question param',
+  `is_hot_question` varchar(10) DEFAULT 'false' COMMENT 'Is it a popular recommendation question?',
+  PRIMARY KEY (`id`),
+  KEY `idx_rec_q_app_code` (`app_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT="AI application related recommendation issues";
+
+-- dbgpt.user_recent_apps definition
+CREATE TABLE `user_recent_apps` (
+  `id` bigint(20) unsigned NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gmt_create` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'create time',
+  `gmt_modified` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'last update time',
+  `app_code` varchar(255) DEFAULT NULL COMMENT 'AI assistant code',
+  `last_accessed` timestamp NULL DEFAULT NULL COMMENT 'User recent usage time',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  PRIMARY KEY (`id`),
+  KEY `idx_user_r_app_code` (`app_code`),
+  KEY `idx_last_accessed` (`last_accessed`),
+  KEY `idx_user_code` (`user_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='User recently used apps';
+
+-- dbgpt.dbgpt_serve_dbgpts_my definition
+CREATE TABLE `dbgpt_serve_dbgpts_my` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `name` varchar(255)  NOT NULL COMMENT 'plugin name',
+  `user_code` varchar(255)  DEFAULT NULL COMMENT 'user code',
+  `user_name` varchar(255)  DEFAULT NULL COMMENT 'user name',
+  `file_name` varchar(255)  NOT NULL COMMENT 'plugin package file name',
+  `type` varchar(255)  DEFAULT NULL COMMENT 'plugin type',
+  `version` varchar(255)  DEFAULT NULL COMMENT 'plugin version',
+  `use_count` int DEFAULT NULL COMMENT 'plugin total use count',
+  `succ_count` int DEFAULT NULL COMMENT 'plugin total success count',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin install time',
+  `gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `name` (`name`, `user_name`),
+  KEY `ix_my_plugin_sys_code` (`sys_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_dbgpts_hub definition
+CREATE TABLE `dbgpt_serve_dbgpts_hub` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `name` varchar(255) NOT NULL COMMENT 'plugin name',
+  `description` varchar(255)  NULL COMMENT 'plugin description',
+  `author` varchar(255) DEFAULT NULL COMMENT 'plugin author',
+  `email` varchar(255) DEFAULT NULL COMMENT 'plugin author email',
+  `type` varchar(255) DEFAULT NULL COMMENT 'plugin type',
+  `version` varchar(255) DEFAULT NULL COMMENT 'plugin version',
+  `storage_channel` varchar(255) DEFAULT NULL COMMENT 'plugin storage channel',
+  `storage_url` varchar(255) DEFAULT NULL COMMENT 'plugin download url',
+  `download_param` varchar(255) DEFAULT NULL COMMENT 'plugin download param',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin upload time',
+  `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+  `installed` int DEFAULT NULL COMMENT 'plugin already installed count',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+
+CREATE
+DATABASE IF NOT EXISTS EXAMPLE_1;
+use EXAMPLE_1;
+CREATE TABLE IF NOT EXISTS `users`
+(
+    `id`       int         NOT NULL AUTO_INCREMENT,
+    `username` varchar(50) NOT NULL COMMENT '用户名',
+    `password` varchar(50) NOT NULL COMMENT '密码',
+    `email`    varchar(50) NOT NULL COMMENT '邮箱',
+    `phone`    varchar(20) DEFAULT NULL COMMENT '电话',
+    PRIMARY KEY (`id`),
+    KEY        `idx_username` (`username`) COMMENT '索引：按用户名查询'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='聊天用户表';
+
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_1', 'password_1', 'user_1@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_2', 'password_2', 'user_2@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_3', 'password_3', 'user_3@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_4', 'password_4', 'user_4@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_5', 'password_5', 'user_5@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_6', 'password_6', 'user_6@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_7', 'password_7', 'user_7@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_8', 'password_8', 'user_8@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_9', 'password_9', 'user_9@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_10', 'password_10', 'user_10@example.com', '12345678900');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_11', 'password_11', 'user_11@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_12', 'password_12', 'user_12@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_13', 'password_13', 'user_13@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_14', 'password_14', 'user_14@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_15', 'password_15', 'user_15@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_16', 'password_16', 'user_16@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_17', 'password_17', 'user_17@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_18', 'password_18', 'user_18@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_19', 'password_19', 'user_19@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_20', 'password_20', 'user_20@example.com', '12345678900');

assets/schema/upgrade/v0_6_3/upgrade_to_0.6.3.sql

@@ -0,0 +1 @@
+-- There are no changes from 0.6.2 to 0.6.3

assets/schema/upgrade/v0_6_3/v0.6.2.sql

@@ -0,0 +1,561 @@
+-- Full SQL of v0.6.2, please not modify this file(It must be same as the file in the release package)
+
+
+CREATE
+DATABASE IF NOT EXISTS dbgpt;
+use dbgpt;
+
+-- For alembic migration tool
+CREATE TABLE IF NOT EXISTS `alembic_version`
+(
+    version_num VARCHAR(32) NOT NULL,
+    CONSTRAINT alembic_version_pkc PRIMARY KEY (version_num)
+) DEFAULT CHARSET=utf8mb4 ;
+
+CREATE TABLE IF NOT EXISTS `knowledge_space`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `name`         varchar(100) NOT NULL COMMENT 'knowledge space name',
+    `vector_type`  varchar(50)  NOT NULL COMMENT 'vector type',
+    `domain_type`  varchar(50)  NOT NULL COMMENT 'domain type',
+    `desc`         varchar(500) NOT NULL COMMENT 'description',
+    `owner`        varchar(100) DEFAULT NULL COMMENT 'owner',
+    `context`      TEXT         DEFAULT NULL COMMENT 'context argument',
+    `gmt_created`  TIMESTAMP    DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_name` (`name`) COMMENT 'index:idx_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge space table';
+
+CREATE TABLE IF NOT EXISTS `knowledge_document`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `doc_token`    varchar(100) NULL COMMENT 'doc token',
+    `space`        varchar(50)  NOT NULL COMMENT 'knowledge space',
+    `chunk_size`   int          NOT NULL COMMENT 'chunk size',
+    `last_sync`    TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'last sync time',
+    `status`       varchar(50)  NOT NULL COMMENT 'status TODO,RUNNING,FAILED,FINISHED',
+    `content`      LONGTEXT     NOT NULL COMMENT 'knowledge embedding sync result',
+    `result`       TEXT NULL COMMENT 'knowledge content',
+    `questions`    TEXT NULL COMMENT 'document related questions',
+    `vector_ids`   LONGTEXT NULL COMMENT 'vector_ids',
+    `summary`      LONGTEXT NULL COMMENT 'knowledge summary',
+    `gmt_created`  TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_doc_name` (`doc_name`) COMMENT 'index:idx_doc_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document table';
+
+CREATE TABLE IF NOT EXISTS `document_chunk`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `document_id`  int          NOT NULL COMMENT 'document parent id',
+    `content`      longtext     NOT NULL COMMENT 'chunk content',
+    `questions`    text         NULL COMMENT 'chunk related questions',
+    `meta_info`    text NOT NULL COMMENT 'metadata info',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_document_id` (`document_id`) COMMENT 'index:document_id'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document chunk detail';
+
+
+CREATE TABLE IF NOT EXISTS `connect_config`
+(
+    `id`       int          NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `db_type`  varchar(255) NOT NULL COMMENT 'db type',
+    `db_name`  varchar(255) NOT NULL COMMENT 'db name',
+    `db_path`  varchar(255) DEFAULT NULL COMMENT 'file db path',
+    `db_host`  varchar(255) DEFAULT NULL COMMENT 'db connect host(not file db)',
+    `db_port`  varchar(255) DEFAULT NULL COMMENT 'db cnnect port(not file db)',
+    `db_user`  varchar(255) DEFAULT NULL COMMENT 'db user',
+    `db_pwd`   varchar(255) DEFAULT NULL COMMENT 'db password',
+    `comment`  text COMMENT 'db comment',
+    `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+    `user_name`  varchar(255) DEFAULT NULL COMMENT 'user name',
+    `user_id`  varchar(255) DEFAULT NULL COMMENT 'user id',
+
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_db` (`db_name`),
+    KEY        `idx_q_db_type` (`db_type`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT 'Connection confi';
+
+CREATE TABLE IF NOT EXISTS `chat_history`
+(
+    `id`        int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`  varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `chat_mode` varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation scene mode',
+    `summary`   longtext COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record summary',
+    `user_name` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'interlocutor',
+    `messages`  text COLLATE utf8mb4_unicode_ci COMMENT 'Conversation details',
+    `message_ids` text COLLATE utf8mb4_unicode_ci COMMENT 'Message id list, split by comma',
+    `app_code` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'App unique code',
+    `sys_code`  varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `conv_uid` (`conv_uid`),
+    PRIMARY KEY (`id`),
+    KEY `idx_chat_his_app_code` (`app_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history';
+
+CREATE TABLE IF NOT EXISTS `chat_history_message`
+(
+    `id`             int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`       varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `index`          int                                     NOT NULL COMMENT 'Message index',
+    `round_index`    int                                     NOT NULL COMMENT 'Round of conversation',
+    `message_detail` longtext COLLATE utf8mb4_unicode_ci COMMENT 'Message details, json format',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `message_uid_index` (`conv_uid`, `index`),
+    PRIMARY KEY (`id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history message';
+
+
+CREATE TABLE IF NOT EXISTS `chat_feed_back`
+(
+    `id`              bigint(20) NOT NULL AUTO_INCREMENT,
+    `conv_uid`        varchar(128) DEFAULT NULL COMMENT 'Conversation ID',
+    `conv_index`      int(4) DEFAULT NULL COMMENT 'Round of conversation',
+    `score`           int(1) DEFAULT NULL COMMENT 'Score of user',
+    `ques_type`       varchar(32)  DEFAULT NULL COMMENT 'User question category',
+    `question`        longtext     DEFAULT NULL COMMENT 'User question',
+    `knowledge_space` varchar(128) DEFAULT NULL COMMENT 'Knowledge space name',
+    `messages`        longtext     DEFAULT NULL COMMENT 'The details of user feedback',
+    `message_id`      varchar(255)  NULL COMMENT 'Message id',
+    `feedback_type`   varchar(50)  NULL COMMENT 'Feedback type like or unlike',
+    `reason_types`    varchar(255)  NULL COMMENT 'Feedback reason categories',
+    `remark`          text          NULL COMMENT 'Feedback remark',
+    `user_code`       varchar(128)  NULL COMMENT 'User code',
+    `user_name`       varchar(128) DEFAULT NULL COMMENT 'User name',
+    `gmt_created`     timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`    timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_conv` (`conv_uid`,`conv_index`),
+    KEY               `idx_conv` (`conv_uid`,`conv_index`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='User feedback table';
+
+
+CREATE TABLE IF NOT EXISTS `my_plugin`
+(
+    `id`          int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `tenant`      varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user tenant',
+    `user_code`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'user code',
+    `user_name`   varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user name',
+    `name`        varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `file_name`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin package file name',
+    `type`        varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `use_count`   int                                     DEFAULT NULL COMMENT 'plugin total use count',
+    `succ_count`  int                                     DEFAULT NULL COMMENT 'plugin total success count',
+    `sys_code`    varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created` TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin install time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='User plugin table';
+
+CREATE TABLE IF NOT EXISTS `plugin_hub`
+(
+    `id`              int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `name`            varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `description`     varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin description',
+    `author`          varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author',
+    `email`           varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author email',
+    `type`            varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`         varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `storage_channel` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin storage channel',
+    `storage_url`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download url',
+    `download_param`  varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download param',
+    `gmt_created`     TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin upload time',
+    `installed`       int                                     DEFAULT NULL COMMENT 'plugin already installed count',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Plugin Hub table';
+
+
+CREATE TABLE IF NOT EXISTS `prompt_manage`
+(
+    `id`             int(11) NOT NULL AUTO_INCREMENT,
+    `chat_scene`     varchar(100) DEFAULT NULL COMMENT 'Chat scene',
+    `sub_chat_scene` varchar(100) DEFAULT NULL COMMENT 'Sub chat scene',
+    `prompt_type`    varchar(100) DEFAULT NULL COMMENT 'Prompt type: common or private',
+    `prompt_name`    varchar(256) DEFAULT NULL COMMENT 'prompt name',
+    `prompt_code`    varchar(256) DEFAULT NULL COMMENT 'prompt code',
+    `content`        longtext COMMENT 'Prompt content',
+    `input_variables` varchar(1024) DEFAULT NULL COMMENT 'Prompt input variables(split by comma))',
+    `response_schema` text  DEFAULT NULL COMMENT 'Prompt response schema',
+    `model` varchar(128) DEFAULT NULL COMMENT 'Prompt model name(we can use different models for different prompt)',
+    `prompt_language` varchar(32) DEFAULT NULL COMMENT 'Prompt language(eg:en, zh-cn)',
+    `prompt_format` varchar(32) DEFAULT 'f-string' COMMENT 'Prompt format(eg: f-string, jinja2)',
+    `prompt_desc`    varchar(512) DEFAULT NULL COMMENT 'Prompt description',
+    `user_code`     varchar(128) DEFAULT NULL COMMENT 'User code',
+    `user_name`      varchar(128) DEFAULT NULL COMMENT 'User name',
+    `sys_code`       varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`    timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`   timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `prompt_name_uiq` (`prompt_name`, `sys_code`, `prompt_language`, `model`),
+    KEY              `gmt_created_idx` (`gmt_created`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Prompt management table';
+
+
+
+ CREATE TABLE IF NOT EXISTS `gpts_conversations` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `user_goal` text NOT NULL COMMENT 'User''s goals content',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'The gpts name',
+  `state` varchar(255) DEFAULT NULL COMMENT 'The gpts state',
+  `max_auto_reply_round` int(11) NOT NULL COMMENT 'max auto reply round',
+  `auto_reply_count` int(11) NOT NULL COMMENT 'auto reply count',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app ',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NULL COMMENT 'agent team work mode',
+
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_conversations` (`conv_id`),
+  KEY `idx_gpts_name` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt conversations";
+
+CREATE TABLE IF NOT EXISTS `gpts_instance` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `gpts_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `resource_db` text COMMENT 'List of structured database names contained in the current gpts',
+  `resource_internet` text COMMENT 'Is it possible to retrieve information from the internet',
+  `resource_knowledge` text COMMENT 'List of unstructured database names contained in the current gpts',
+  `gpts_agents` varchar(1000) DEFAULT NULL COMMENT 'List of agents names contained in the current gpts',
+  `gpts_models` varchar(1000) DEFAULT NULL COMMENT 'List of llm model names contained in the current gpts',
+  `language` varchar(100) DEFAULT NULL COMMENT 'gpts language',
+  `user_code` varchar(255) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `is_sustainable` tinyint(1) NOT NULL COMMENT 'Applications for sustainable dialogue',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts instance";
+
+CREATE TABLE `gpts_messages` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sender` varchar(255) NOT NULL COMMENT 'Who speaking in the current conversation turn',
+  `receiver` varchar(255) NOT NULL COMMENT 'Who receive message in the current conversation turn',
+  `model_name` varchar(255) DEFAULT NULL COMMENT 'message generate model',
+  `rounds` int(11) NOT NULL COMMENT 'dialogue turns',
+  `is_success` int(4)  NULL DEFAULT 0 COMMENT 'agent message is success',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `content` text COMMENT 'Content of the speech',
+  `current_goal` text COMMENT 'The target corresponding to the current message',
+  `context` text COMMENT 'Current conversation context',
+  `review_info` text COMMENT 'Current conversation review info',
+  `action_report` text COMMENT 'Current conversation action report',
+  `resource_info` text DEFAULT NULL  COMMENT 'Current conversation resource info',
+  `role` varchar(255) DEFAULT NULL COMMENT 'The role of the current message content',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_q_messages` (`conv_id`,`rounds`,`sender`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts message";
+
+
+CREATE TABLE `gpts_plans` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sub_task_num` int(11) NOT NULL COMMENT 'Subtask number',
+  `sub_task_title` varchar(255) NOT NULL COMMENT 'subtask title',
+  `sub_task_content` text NOT NULL COMMENT 'subtask content',
+  `sub_task_agent` varchar(255) DEFAULT NULL COMMENT 'Available agents corresponding to subtasks',
+  `resource_name` varchar(255) DEFAULT NULL COMMENT 'resource name',
+  `rely` varchar(255) DEFAULT NULL COMMENT 'Subtask dependencies，like: 1,2,3',
+  `agent_model` varchar(255) DEFAULT NULL COMMENT 'LLM model used by subtask processing agents',
+  `retry_times` int(11) DEFAULT NULL COMMENT 'number of retries',
+  `max_retry_times` int(11) DEFAULT NULL COMMENT 'Maximum number of retries',
+  `state` varchar(255) DEFAULT NULL COMMENT 'subtask status',
+  `result` longtext COMMENT 'subtask result',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_sub_task` (`conv_id`,`sub_task_num`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt plan";
+
+-- dbgpt.dbgpt_serve_flow definition
+CREATE TABLE `dbgpt_serve_flow` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `uid` varchar(128) NOT NULL COMMENT 'Unique id',
+  `dag_id` varchar(128) DEFAULT NULL COMMENT 'DAG id',
+  `name` varchar(128) DEFAULT NULL COMMENT 'Flow name',
+  `flow_data` text COMMENT 'Flow data, JSON format',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT NULL COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT NULL COMMENT 'Record update time',
+  `flow_category` varchar(64) DEFAULT NULL COMMENT 'Flow category',
+  `description` varchar(512) DEFAULT NULL COMMENT 'Flow description',
+  `state` varchar(32) DEFAULT NULL COMMENT 'Flow state',
+  `error_message` varchar(512) NULL comment 'Error message',
+  `source` varchar(64) DEFAULT NULL COMMENT 'Flow source',
+  `source_url` varchar(512) DEFAULT NULL COMMENT 'Flow source url',
+  `version` varchar(32) DEFAULT NULL COMMENT 'Flow version',
+  `define_type` varchar(32) null comment 'Flow define type(json or python)',
+  `label` varchar(128) DEFAULT NULL COMMENT 'Flow label',
+  `editable` int DEFAULT NULL COMMENT 'Editable, 0: editable, 1: not editable',
+  `variables` text DEFAULT NULL COMMENT 'Flow variables, JSON format',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_sys_code` (`sys_code`),
+  KEY `ix_dbgpt_serve_flow_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_dag_id` (`dag_id`),
+  KEY `ix_dbgpt_serve_flow_user_name` (`user_name`),
+  KEY `ix_dbgpt_serve_flow_name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_file definition
+CREATE TABLE `dbgpt_serve_file` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `bucket` varchar(255) NOT NULL COMMENT 'Bucket name',
+  `file_id` varchar(255) NOT NULL COMMENT 'File id',
+  `file_name` varchar(256) NOT NULL COMMENT 'File name',
+  `file_size` int DEFAULT NULL COMMENT 'File size',
+  `storage_type` varchar(32) NOT NULL COMMENT 'Storage type',
+  `storage_path` varchar(512) NOT NULL COMMENT 'Storage path',
+  `uri` varchar(512) NOT NULL COMMENT 'File URI',
+  `custom_metadata` text DEFAULT NULL COMMENT 'Custom metadata, JSON format',
+  `file_hash` varchar(128) DEFAULT NULL COMMENT 'File hash',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_bucket_file_id` (`bucket`, `file_id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_variables definition
+CREATE TABLE `dbgpt_serve_variables` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `key` varchar(128) NOT NULL COMMENT 'Variable key',
+  `name` varchar(128) DEFAULT NULL COMMENT 'Variable name',
+  `label` varchar(128) DEFAULT NULL COMMENT 'Variable label',
+  `value` text DEFAULT NULL COMMENT 'Variable value, JSON format',
+  `value_type` varchar(32) DEFAULT NULL COMMENT 'Variable value type(string, int, float, bool)',
+  `category` varchar(32) DEFAULT 'common' COMMENT 'Variable category(common or secret)',
+  `encryption_method` varchar(32) DEFAULT NULL COMMENT 'Variable encryption method(fernet, simple, rsa, aes)',
+  `salt` varchar(128) DEFAULT NULL COMMENT 'Variable salt',
+  `scope` varchar(32) DEFAULT 'global' COMMENT 'Variable scope(global,flow,app,agent,datasource,flow_priv,agent_priv, ""etc)',
+  `scope_key` varchar(256) DEFAULT NULL COMMENT 'Variable scope key, default is empty, for scope is "flow_priv", the scope_key is dag id of flow',
+  `enabled` int DEFAULT 1 COMMENT 'Variable enabled, 0: disabled, 1: enabled',
+  `description` text DEFAULT NULL COMMENT 'Variable description',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  KEY `ix_your_table_name_key` (`key`),
+  KEY `ix_your_table_name_name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+
+-- dbgpt.gpts_app definition
+CREATE TABLE `gpts_app` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `app_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `language` varchar(100) NOT NULL COMMENT 'gpts language',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `team_context` text COMMENT 'The execution logic and team member content that teams with different working modes rely on',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `icon` varchar(1024) DEFAULT NULL COMMENT 'app icon, url',
+  `published` varchar(64) DEFAULT 'false' COMMENT 'Has it been published?',
+  `param_need` text DEFAULT NULL COMMENT 'Parameter information supported by the application',
+  `admins` text DEFAULT NULL COMMENT 'administrator',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app` (`app_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+CREATE TABLE `gpts_app_collection` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `user_code` int(11) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_app_code` (`app_code`),
+  KEY `idx_user_code` (`user_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt collections";
+
+-- dbgpt.gpts_app_detail definition
+CREATE TABLE `gpts_app_detail` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `agent_name` varchar(255) NOT NULL COMMENT ' Agent name',
+  `node_id` varchar(255) NOT NULL COMMENT 'Current AI assistant Agent Node id',
+  `resources` text COMMENT 'Agent bind  resource',
+  `prompt_template` text COMMENT 'Agent bind  template',
+  `llm_strategy` varchar(25) DEFAULT NULL COMMENT 'Agent use llm strategy',
+  `llm_strategy_value` text COMMENT 'Agent use llm strategy value',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app_agent_node` (`app_name`,`agent_name`,`node_id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+
+-- For deploy model cluster of DB-GPT(StorageModelRegistry)
+CREATE TABLE IF NOT EXISTS `dbgpt_cluster_registry_instance` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `model_name` varchar(128) NOT NULL COMMENT 'Model name',
+  `host` varchar(128) NOT NULL COMMENT 'Host of the model',
+  `port` int(11) NOT NULL COMMENT 'Port of the model',
+  `weight` float DEFAULT 1.0 COMMENT 'Weight of the model',
+  `check_healthy` tinyint(1) DEFAULT 1 COMMENT 'Whether to check the health of the model',
+  `healthy` tinyint(1) DEFAULT 0 COMMENT 'Whether the model is healthy',
+  `enabled` tinyint(1) DEFAULT 1 COMMENT 'Whether the model is enabled',
+  `prompt_template` varchar(128) DEFAULT NULL COMMENT 'Prompt template for the model instance',
+  `last_heartbeat` datetime DEFAULT NULL COMMENT 'Last heartbeat time of the model instance',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_model_instance` (`model_name`, `host`, `port`, `sys_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='Cluster model instance table, for registering and managing model instances';
+
+-- dbgpt.recommend_question definition
+CREATE TABLE `recommend_question` (
+  `id` bigint(20) unsigned NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gmt_create` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'create time',
+  `gmt_modified` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'last update time',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `question` text DEFAULT NULL COMMENT 'question',
+  `user_code` int(11) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) NULL COMMENT 'system app code',
+  `valid` varchar(10) DEFAULT 'true' COMMENT 'is it effective，true/false',
+  `chat_mode` varchar(255) DEFAULT NULL COMMENT 'Conversation scene mode，chat_knowledge...',
+  `params` text DEFAULT NULL COMMENT 'question param',
+  `is_hot_question` varchar(10) DEFAULT 'false' COMMENT 'Is it a popular recommendation question?',
+  PRIMARY KEY (`id`),
+  KEY `idx_rec_q_app_code` (`app_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT="AI application related recommendation issues";
+
+-- dbgpt.user_recent_apps definition
+CREATE TABLE `user_recent_apps` (
+  `id` bigint(20) unsigned NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gmt_create` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'create time',
+  `gmt_modified` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'last update time',
+  `app_code` varchar(255) NOT NULL COMMENT 'AI assistant code',
+  `last_accessed` timestamp NULL DEFAULT NULL COMMENT 'User recent usage time',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  PRIMARY KEY (`id`),
+  KEY `idx_user_r_app_code` (`app_code`),
+  KEY `idx_last_accessed` (`last_accessed`),
+  KEY `idx_user_code` (`user_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='User recently used apps';
+
+-- dbgpt.dbgpt_serve_dbgpts_my definition
+CREATE TABLE `dbgpt_serve_dbgpts_my` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `name` varchar(255)  NOT NULL COMMENT 'plugin name',
+  `user_code` varchar(255)  DEFAULT NULL COMMENT 'user code',
+  `user_name` varchar(255)  DEFAULT NULL COMMENT 'user name',
+  `file_name` varchar(255)  NOT NULL COMMENT 'plugin package file name',
+  `type` varchar(255)  DEFAULT NULL COMMENT 'plugin type',
+  `version` varchar(255)  DEFAULT NULL COMMENT 'plugin version',
+  `use_count` int DEFAULT NULL COMMENT 'plugin total use count',
+  `succ_count` int DEFAULT NULL COMMENT 'plugin total success count',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin install time',
+  `gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `name` (`name`, `user_name`),
+  KEY `ix_my_plugin_sys_code` (`sys_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_dbgpts_hub definition
+CREATE TABLE `dbgpt_serve_dbgpts_hub` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `name` varchar(255) NOT NULL COMMENT 'plugin name',
+  `description` varchar(255)  NULL COMMENT 'plugin description',
+  `author` varchar(255) DEFAULT NULL COMMENT 'plugin author',
+  `email` varchar(255) DEFAULT NULL COMMENT 'plugin author email',
+  `type` varchar(255) DEFAULT NULL COMMENT 'plugin type',
+  `version` varchar(255) DEFAULT NULL COMMENT 'plugin version',
+  `storage_channel` varchar(255) DEFAULT NULL COMMENT 'plugin storage channel',
+  `storage_url` varchar(255) DEFAULT NULL COMMENT 'plugin download url',
+  `download_param` varchar(255) DEFAULT NULL COMMENT 'plugin download param',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin upload time',
+  `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+  `installed` int DEFAULT NULL COMMENT 'plugin already installed count',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+
+CREATE
+DATABASE IF NOT EXISTS EXAMPLE_1;
+use EXAMPLE_1;
+CREATE TABLE IF NOT EXISTS `users`
+(
+    `id`       int         NOT NULL AUTO_INCREMENT,
+    `username` varchar(50) NOT NULL COMMENT '用户名',
+    `password` varchar(50) NOT NULL COMMENT '密码',
+    `email`    varchar(50) NOT NULL COMMENT '邮箱',
+    `phone`    varchar(20) DEFAULT NULL COMMENT '电话',
+    PRIMARY KEY (`id`),
+    KEY        `idx_username` (`username`) COMMENT '索引：按用户名查询'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='聊天用户表';
+
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_1', 'password_1', 'user_1@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_2', 'password_2', 'user_2@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_3', 'password_3', 'user_3@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_4', 'password_4', 'user_4@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_5', 'password_5', 'user_5@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_6', 'password_6', 'user_6@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_7', 'password_7', 'user_7@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_8', 'password_8', 'user_8@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_9', 'password_9', 'user_9@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_10', 'password_10', 'user_10@example.com', '12345678900');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_11', 'password_11', 'user_11@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_12', 'password_12', 'user_12@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_13', 'password_13', 'user_13@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_14', 'password_14', 'user_14@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_15', 'password_15', 'user_15@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_16', 'password_16', 'user_16@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_17', 'password_17', 'user_17@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_18', 'password_18', 'user_18@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_19', 'password_19', 'user_19@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_20', 'password_20', 'user_20@example.com', '12345678900');

assets/schema/upgrade/v0_7_0/upgrade_to_v0.7.0.sql

@@ -0,0 +1,34 @@
+-- From 0.6.3 to 0.7.0, we have the following changes:
+USE dbgpt;
+
+-- connect_config
+ALTER TABLE `connect_config`
+    ADD COLUMN `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+    ADD COLUMN `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+    ADD COLUMN `ext_config` text COMMENT 'Extended configuration, json format';
+
+-- dbgpt_serve_model, Store the model information of the model worker
+CREATE TABLE `dbgpt_serve_model` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `host` varchar(255) NOT NULL COMMENT 'The model worker host',
+  `port` int NOT NULL COMMENT 'The model worker port',
+  `model` varchar(255) NOT NULL COMMENT 'The model name',
+  `provider` varchar(255) NOT NULL COMMENT 'The model provider',
+  `worker_type` varchar(255) NOT NULL COMMENT 'The worker type',
+  `params` text NOT NULL COMMENT 'The model parameters, JSON format',
+  `enabled` int DEFAULT 1 COMMENT 'Whether the model is enabled, if it is enabled, it will be started when the system starts, 1 is enabled, 0 is disabled',
+  `worker_name` varchar(255) DEFAULT NULL COMMENT 'The worker name',
+  `description` text DEFAULT NULL COMMENT 'The model description',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_user_name` (`user_name`),
+  KEY `idx_sys_code` (`sys_code`),
+  UNIQUE KEY `uk_model_provider_type` (`model`, `provider`, `worker_type`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Model persistence table';
+
+ALTER TABLE `recommend_question`
+MODIFY COLUMN `user_code` varchar(255) NULL COMMENT 'user code';
+

assets/schema/upgrade/v0_7_0/v0.6.3.sql

@@ -0,0 +1,561 @@
+-- Full SQL of v0.6.3, please not modify this file(It must be same as the file in the release package)
+
+
+CREATE
+DATABASE IF NOT EXISTS dbgpt;
+use dbgpt;
+
+-- For alembic migration tool
+CREATE TABLE IF NOT EXISTS `alembic_version`
+(
+    version_num VARCHAR(32) NOT NULL,
+    CONSTRAINT alembic_version_pkc PRIMARY KEY (version_num)
+) DEFAULT CHARSET=utf8mb4 ;
+
+CREATE TABLE IF NOT EXISTS `knowledge_space`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `name`         varchar(100) NOT NULL COMMENT 'knowledge space name',
+    `vector_type`  varchar(50)  NOT NULL COMMENT 'vector type',
+    `domain_type`  varchar(50)  NOT NULL COMMENT 'domain type',
+    `desc`         varchar(500) NOT NULL COMMENT 'description',
+    `owner`        varchar(100) DEFAULT NULL COMMENT 'owner',
+    `context`      TEXT         DEFAULT NULL COMMENT 'context argument',
+    `gmt_created`  TIMESTAMP    DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_name` (`name`) COMMENT 'index:idx_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge space table';
+
+CREATE TABLE IF NOT EXISTS `knowledge_document`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `doc_token`    varchar(100) NULL COMMENT 'doc token',
+    `space`        varchar(50)  NOT NULL COMMENT 'knowledge space',
+    `chunk_size`   int          NOT NULL COMMENT 'chunk size',
+    `last_sync`    TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'last sync time',
+    `status`       varchar(50)  NOT NULL COMMENT 'status TODO,RUNNING,FAILED,FINISHED',
+    `content`      LONGTEXT     NOT NULL COMMENT 'knowledge embedding sync result',
+    `result`       TEXT NULL COMMENT 'knowledge content',
+    `questions`    TEXT NULL COMMENT 'document related questions',
+    `vector_ids`   LONGTEXT NULL COMMENT 'vector_ids',
+    `summary`      LONGTEXT NULL COMMENT 'knowledge summary',
+    `gmt_created`  TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_doc_name` (`doc_name`) COMMENT 'index:idx_doc_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document table';
+
+CREATE TABLE IF NOT EXISTS `document_chunk`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `document_id`  int          NOT NULL COMMENT 'document parent id',
+    `content`      longtext     NOT NULL COMMENT 'chunk content',
+    `questions`    text         NULL COMMENT 'chunk related questions',
+    `meta_info`    text NOT NULL COMMENT 'metadata info',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_document_id` (`document_id`) COMMENT 'index:document_id'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document chunk detail';
+
+
+CREATE TABLE IF NOT EXISTS `connect_config`
+(
+    `id`       int          NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `db_type`  varchar(255) NOT NULL COMMENT 'db type',
+    `db_name`  varchar(255) NOT NULL COMMENT 'db name',
+    `db_path`  varchar(255) DEFAULT NULL COMMENT 'file db path',
+    `db_host`  varchar(255) DEFAULT NULL COMMENT 'db connect host(not file db)',
+    `db_port`  varchar(255) DEFAULT NULL COMMENT 'db cnnect port(not file db)',
+    `db_user`  varchar(255) DEFAULT NULL COMMENT 'db user',
+    `db_pwd`   varchar(255) DEFAULT NULL COMMENT 'db password',
+    `comment`  text COMMENT 'db comment',
+    `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+    `user_name`  varchar(255) DEFAULT NULL COMMENT 'user name',
+    `user_id`  varchar(255) DEFAULT NULL COMMENT 'user id',
+
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_db` (`db_name`),
+    KEY        `idx_q_db_type` (`db_type`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT 'Connection confi';
+
+CREATE TABLE IF NOT EXISTS `chat_history`
+(
+    `id`        int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`  varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `chat_mode` varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation scene mode',
+    `summary`   longtext COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record summary',
+    `user_name` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'interlocutor',
+    `messages`  text COLLATE utf8mb4_unicode_ci COMMENT 'Conversation details',
+    `message_ids` text COLLATE utf8mb4_unicode_ci COMMENT 'Message id list, split by comma',
+    `app_code` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'App unique code',
+    `sys_code`  varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `conv_uid` (`conv_uid`),
+    PRIMARY KEY (`id`),
+    KEY `idx_chat_his_app_code` (`app_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history';
+
+CREATE TABLE IF NOT EXISTS `chat_history_message`
+(
+    `id`             int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`       varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `index`          int                                     NOT NULL COMMENT 'Message index',
+    `round_index`    int                                     NOT NULL COMMENT 'Round of conversation',
+    `message_detail` longtext COLLATE utf8mb4_unicode_ci COMMENT 'Message details, json format',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `message_uid_index` (`conv_uid`, `index`),
+    PRIMARY KEY (`id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history message';
+
+
+CREATE TABLE IF NOT EXISTS `chat_feed_back`
+(
+    `id`              bigint(20) NOT NULL AUTO_INCREMENT,
+    `conv_uid`        varchar(128) DEFAULT NULL COMMENT 'Conversation ID',
+    `conv_index`      int(4) DEFAULT NULL COMMENT 'Round of conversation',
+    `score`           int(1) DEFAULT NULL COMMENT 'Score of user',
+    `ques_type`       varchar(32)  DEFAULT NULL COMMENT 'User question category',
+    `question`        longtext     DEFAULT NULL COMMENT 'User question',
+    `knowledge_space` varchar(128) DEFAULT NULL COMMENT 'Knowledge space name',
+    `messages`        longtext     DEFAULT NULL COMMENT 'The details of user feedback',
+    `message_id`      varchar(255)  NULL COMMENT 'Message id',
+    `feedback_type`   varchar(50)  NULL COMMENT 'Feedback type like or unlike',
+    `reason_types`    varchar(255)  NULL COMMENT 'Feedback reason categories',
+    `remark`          text          NULL COMMENT 'Feedback remark',
+    `user_code`       varchar(128)  NULL COMMENT 'User code',
+    `user_name`       varchar(128) DEFAULT NULL COMMENT 'User name',
+    `gmt_created`     timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`    timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_conv` (`conv_uid`,`conv_index`),
+    KEY               `idx_conv` (`conv_uid`,`conv_index`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='User feedback table';
+
+
+CREATE TABLE IF NOT EXISTS `my_plugin`
+(
+    `id`          int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `tenant`      varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user tenant',
+    `user_code`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'user code',
+    `user_name`   varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user name',
+    `name`        varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `file_name`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin package file name',
+    `type`        varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `use_count`   int                                     DEFAULT NULL COMMENT 'plugin total use count',
+    `succ_count`  int                                     DEFAULT NULL COMMENT 'plugin total success count',
+    `sys_code`    varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created` TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin install time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='User plugin table';
+
+CREATE TABLE IF NOT EXISTS `plugin_hub`
+(
+    `id`              int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `name`            varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `description`     varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin description',
+    `author`          varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author',
+    `email`           varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author email',
+    `type`            varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`         varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `storage_channel` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin storage channel',
+    `storage_url`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download url',
+    `download_param`  varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download param',
+    `gmt_created`     TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin upload time',
+    `installed`       int                                     DEFAULT NULL COMMENT 'plugin already installed count',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Plugin Hub table';
+
+
+CREATE TABLE IF NOT EXISTS `prompt_manage`
+(
+    `id`             int(11) NOT NULL AUTO_INCREMENT,
+    `chat_scene`     varchar(100) DEFAULT NULL COMMENT 'Chat scene',
+    `sub_chat_scene` varchar(100) DEFAULT NULL COMMENT 'Sub chat scene',
+    `prompt_type`    varchar(100) DEFAULT NULL COMMENT 'Prompt type: common or private',
+    `prompt_name`    varchar(256) DEFAULT NULL COMMENT 'prompt name',
+    `prompt_code`    varchar(256) DEFAULT NULL COMMENT 'prompt code',
+    `content`        longtext COMMENT 'Prompt content',
+    `input_variables` varchar(1024) DEFAULT NULL COMMENT 'Prompt input variables(split by comma))',
+    `response_schema` text  DEFAULT NULL COMMENT 'Prompt response schema',
+    `model` varchar(128) DEFAULT NULL COMMENT 'Prompt model name(we can use different models for different prompt)',
+    `prompt_language` varchar(32) DEFAULT NULL COMMENT 'Prompt language(eg:en, zh-cn)',
+    `prompt_format` varchar(32) DEFAULT 'f-string' COMMENT 'Prompt format(eg: f-string, jinja2)',
+    `prompt_desc`    varchar(512) DEFAULT NULL COMMENT 'Prompt description',
+    `user_code`     varchar(128) DEFAULT NULL COMMENT 'User code',
+    `user_name`      varchar(128) DEFAULT NULL COMMENT 'User name',
+    `sys_code`       varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`    timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`   timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `prompt_name_uiq` (`prompt_name`, `sys_code`, `prompt_language`, `model`),
+    KEY              `gmt_created_idx` (`gmt_created`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Prompt management table';
+
+
+
+ CREATE TABLE IF NOT EXISTS `gpts_conversations` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `user_goal` text NOT NULL COMMENT 'User''s goals content',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'The gpts name',
+  `state` varchar(255) DEFAULT NULL COMMENT 'The gpts state',
+  `max_auto_reply_round` int(11) NOT NULL COMMENT 'max auto reply round',
+  `auto_reply_count` int(11) NOT NULL COMMENT 'auto reply count',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app ',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NULL COMMENT 'agent team work mode',
+
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_conversations` (`conv_id`),
+  KEY `idx_gpts_name` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt conversations";
+
+CREATE TABLE IF NOT EXISTS `gpts_instance` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `gpts_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `resource_db` text COMMENT 'List of structured database names contained in the current gpts',
+  `resource_internet` text COMMENT 'Is it possible to retrieve information from the internet',
+  `resource_knowledge` text COMMENT 'List of unstructured database names contained in the current gpts',
+  `gpts_agents` varchar(1000) DEFAULT NULL COMMENT 'List of agents names contained in the current gpts',
+  `gpts_models` varchar(1000) DEFAULT NULL COMMENT 'List of llm model names contained in the current gpts',
+  `language` varchar(100) DEFAULT NULL COMMENT 'gpts language',
+  `user_code` varchar(255) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `is_sustainable` tinyint(1) NOT NULL COMMENT 'Applications for sustainable dialogue',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts instance";
+
+CREATE TABLE `gpts_messages` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sender` varchar(255) NOT NULL COMMENT 'Who speaking in the current conversation turn',
+  `receiver` varchar(255) NOT NULL COMMENT 'Who receive message in the current conversation turn',
+  `model_name` varchar(255) DEFAULT NULL COMMENT 'message generate model',
+  `rounds` int(11) NOT NULL COMMENT 'dialogue turns',
+  `is_success` int(4)  NULL DEFAULT 0 COMMENT 'agent message is success',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `content` text COMMENT 'Content of the speech',
+  `current_goal` text COMMENT 'The target corresponding to the current message',
+  `context` text COMMENT 'Current conversation context',
+  `review_info` text COMMENT 'Current conversation review info',
+  `action_report` text COMMENT 'Current conversation action report',
+  `resource_info` text DEFAULT NULL  COMMENT 'Current conversation resource info',
+  `role` varchar(255) DEFAULT NULL COMMENT 'The role of the current message content',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_q_messages` (`conv_id`,`rounds`,`sender`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts message";
+
+
+CREATE TABLE `gpts_plans` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sub_task_num` int(11) NOT NULL COMMENT 'Subtask number',
+  `sub_task_title` varchar(255) NOT NULL COMMENT 'subtask title',
+  `sub_task_content` text NOT NULL COMMENT 'subtask content',
+  `sub_task_agent` varchar(255) DEFAULT NULL COMMENT 'Available agents corresponding to subtasks',
+  `resource_name` varchar(255) DEFAULT NULL COMMENT 'resource name',
+  `rely` varchar(255) DEFAULT NULL COMMENT 'Subtask dependencies，like: 1,2,3',
+  `agent_model` varchar(255) DEFAULT NULL COMMENT 'LLM model used by subtask processing agents',
+  `retry_times` int(11) DEFAULT NULL COMMENT 'number of retries',
+  `max_retry_times` int(11) DEFAULT NULL COMMENT 'Maximum number of retries',
+  `state` varchar(255) DEFAULT NULL COMMENT 'subtask status',
+  `result` longtext COMMENT 'subtask result',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_sub_task` (`conv_id`,`sub_task_num`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt plan";
+
+-- dbgpt.dbgpt_serve_flow definition
+CREATE TABLE `dbgpt_serve_flow` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `uid` varchar(128) NOT NULL COMMENT 'Unique id',
+  `dag_id` varchar(128) DEFAULT NULL COMMENT 'DAG id',
+  `name` varchar(128) DEFAULT NULL COMMENT 'Flow name',
+  `flow_data` text COMMENT 'Flow data, JSON format',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT NULL COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT NULL COMMENT 'Record update time',
+  `flow_category` varchar(64) DEFAULT NULL COMMENT 'Flow category',
+  `description` varchar(512) DEFAULT NULL COMMENT 'Flow description',
+  `state` varchar(32) DEFAULT NULL COMMENT 'Flow state',
+  `error_message` varchar(512) NULL comment 'Error message',
+  `source` varchar(64) DEFAULT NULL COMMENT 'Flow source',
+  `source_url` varchar(512) DEFAULT NULL COMMENT 'Flow source url',
+  `version` varchar(32) DEFAULT NULL COMMENT 'Flow version',
+  `define_type` varchar(32) null comment 'Flow define type(json or python)',
+  `label` varchar(128) DEFAULT NULL COMMENT 'Flow label',
+  `editable` int DEFAULT NULL COMMENT 'Editable, 0: editable, 1: not editable',
+  `variables` text DEFAULT NULL COMMENT 'Flow variables, JSON format',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_sys_code` (`sys_code`),
+  KEY `ix_dbgpt_serve_flow_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_dag_id` (`dag_id`),
+  KEY `ix_dbgpt_serve_flow_user_name` (`user_name`),
+  KEY `ix_dbgpt_serve_flow_name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_file definition
+CREATE TABLE `dbgpt_serve_file` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `bucket` varchar(255) NOT NULL COMMENT 'Bucket name',
+  `file_id` varchar(255) NOT NULL COMMENT 'File id',
+  `file_name` varchar(256) NOT NULL COMMENT 'File name',
+  `file_size` int DEFAULT NULL COMMENT 'File size',
+  `storage_type` varchar(32) NOT NULL COMMENT 'Storage type',
+  `storage_path` varchar(512) NOT NULL COMMENT 'Storage path',
+  `uri` varchar(512) NOT NULL COMMENT 'File URI',
+  `custom_metadata` text DEFAULT NULL COMMENT 'Custom metadata, JSON format',
+  `file_hash` varchar(128) DEFAULT NULL COMMENT 'File hash',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_bucket_file_id` (`bucket`, `file_id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_variables definition
+CREATE TABLE `dbgpt_serve_variables` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `key` varchar(128) NOT NULL COMMENT 'Variable key',
+  `name` varchar(128) DEFAULT NULL COMMENT 'Variable name',
+  `label` varchar(128) DEFAULT NULL COMMENT 'Variable label',
+  `value` text DEFAULT NULL COMMENT 'Variable value, JSON format',
+  `value_type` varchar(32) DEFAULT NULL COMMENT 'Variable value type(string, int, float, bool)',
+  `category` varchar(32) DEFAULT 'common' COMMENT 'Variable category(common or secret)',
+  `encryption_method` varchar(32) DEFAULT NULL COMMENT 'Variable encryption method(fernet, simple, rsa, aes)',
+  `salt` varchar(128) DEFAULT NULL COMMENT 'Variable salt',
+  `scope` varchar(32) DEFAULT 'global' COMMENT 'Variable scope(global,flow,app,agent,datasource,flow_priv,agent_priv, ""etc)',
+  `scope_key` varchar(256) DEFAULT NULL COMMENT 'Variable scope key, default is empty, for scope is "flow_priv", the scope_key is dag id of flow',
+  `enabled` int DEFAULT 1 COMMENT 'Variable enabled, 0: disabled, 1: enabled',
+  `description` text DEFAULT NULL COMMENT 'Variable description',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  KEY `ix_your_table_name_key` (`key`),
+  KEY `ix_your_table_name_name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+
+-- dbgpt.gpts_app definition
+CREATE TABLE `gpts_app` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `app_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `language` varchar(100) NOT NULL COMMENT 'gpts language',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `team_context` text COMMENT 'The execution logic and team member content that teams with different working modes rely on',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `icon` varchar(1024) DEFAULT NULL COMMENT 'app icon, url',
+  `published` varchar(64) DEFAULT 'false' COMMENT 'Has it been published?',
+  `param_need` text DEFAULT NULL COMMENT 'Parameter information supported by the application',
+  `admins` text DEFAULT NULL COMMENT 'administrator',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app` (`app_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+CREATE TABLE `gpts_app_collection` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `user_code` int(11) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_app_code` (`app_code`),
+  KEY `idx_user_code` (`user_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt collections";
+
+-- dbgpt.gpts_app_detail definition
+CREATE TABLE `gpts_app_detail` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `agent_name` varchar(255) NOT NULL COMMENT ' Agent name',
+  `node_id` varchar(255) NOT NULL COMMENT 'Current AI assistant Agent Node id',
+  `resources` text COMMENT 'Agent bind  resource',
+  `prompt_template` text COMMENT 'Agent bind  template',
+  `llm_strategy` varchar(25) DEFAULT NULL COMMENT 'Agent use llm strategy',
+  `llm_strategy_value` text COMMENT 'Agent use llm strategy value',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app_agent_node` (`app_name`,`agent_name`,`node_id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+
+-- For deploy model cluster of DB-GPT(StorageModelRegistry)
+CREATE TABLE IF NOT EXISTS `dbgpt_cluster_registry_instance` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `model_name` varchar(128) NOT NULL COMMENT 'Model name',
+  `host` varchar(128) NOT NULL COMMENT 'Host of the model',
+  `port` int(11) NOT NULL COMMENT 'Port of the model',
+  `weight` float DEFAULT 1.0 COMMENT 'Weight of the model',
+  `check_healthy` tinyint(1) DEFAULT 1 COMMENT 'Whether to check the health of the model',
+  `healthy` tinyint(1) DEFAULT 0 COMMENT 'Whether the model is healthy',
+  `enabled` tinyint(1) DEFAULT 1 COMMENT 'Whether the model is enabled',
+  `prompt_template` varchar(128) DEFAULT NULL COMMENT 'Prompt template for the model instance',
+  `last_heartbeat` datetime DEFAULT NULL COMMENT 'Last heartbeat time of the model instance',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_model_instance` (`model_name`, `host`, `port`, `sys_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='Cluster model instance table, for registering and managing model instances';
+
+-- dbgpt.recommend_question definition
+CREATE TABLE `recommend_question` (
+  `id` bigint(20) unsigned NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gmt_create` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'create time',
+  `gmt_modified` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'last update time',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `question` text DEFAULT NULL COMMENT 'question',
+  `user_code` int(11) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) NULL COMMENT 'system app code',
+  `valid` varchar(10) DEFAULT 'true' COMMENT 'is it effective，true/false',
+  `chat_mode` varchar(255) DEFAULT NULL COMMENT 'Conversation scene mode，chat_knowledge...',
+  `params` text DEFAULT NULL COMMENT 'question param',
+  `is_hot_question` varchar(10) DEFAULT 'false' COMMENT 'Is it a popular recommendation question?',
+  PRIMARY KEY (`id`),
+  KEY `idx_rec_q_app_code` (`app_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT="AI application related recommendation issues";
+
+-- dbgpt.user_recent_apps definition
+CREATE TABLE `user_recent_apps` (
+  `id` bigint(20) unsigned NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gmt_create` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'create time',
+  `gmt_modified` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'last update time',
+  `app_code` varchar(255) NOT NULL COMMENT 'AI assistant code',
+  `last_accessed` timestamp NULL DEFAULT NULL COMMENT 'User recent usage time',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  PRIMARY KEY (`id`),
+  KEY `idx_user_r_app_code` (`app_code`),
+  KEY `idx_last_accessed` (`last_accessed`),
+  KEY `idx_user_code` (`user_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='User recently used apps';
+
+-- dbgpt.dbgpt_serve_dbgpts_my definition
+CREATE TABLE `dbgpt_serve_dbgpts_my` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `name` varchar(255)  NOT NULL COMMENT 'plugin name',
+  `user_code` varchar(255)  DEFAULT NULL COMMENT 'user code',
+  `user_name` varchar(255)  DEFAULT NULL COMMENT 'user name',
+  `file_name` varchar(255)  NOT NULL COMMENT 'plugin package file name',
+  `type` varchar(255)  DEFAULT NULL COMMENT 'plugin type',
+  `version` varchar(255)  DEFAULT NULL COMMENT 'plugin version',
+  `use_count` int DEFAULT NULL COMMENT 'plugin total use count',
+  `succ_count` int DEFAULT NULL COMMENT 'plugin total success count',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin install time',
+  `gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `name` (`name`, `user_name`),
+  KEY `ix_my_plugin_sys_code` (`sys_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_dbgpts_hub definition
+CREATE TABLE `dbgpt_serve_dbgpts_hub` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `name` varchar(255) NOT NULL COMMENT 'plugin name',
+  `description` varchar(255)  NULL COMMENT 'plugin description',
+  `author` varchar(255) DEFAULT NULL COMMENT 'plugin author',
+  `email` varchar(255) DEFAULT NULL COMMENT 'plugin author email',
+  `type` varchar(255) DEFAULT NULL COMMENT 'plugin type',
+  `version` varchar(255) DEFAULT NULL COMMENT 'plugin version',
+  `storage_channel` varchar(255) DEFAULT NULL COMMENT 'plugin storage channel',
+  `storage_url` varchar(255) DEFAULT NULL COMMENT 'plugin download url',
+  `download_param` varchar(255) DEFAULT NULL COMMENT 'plugin download param',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin upload time',
+  `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+  `installed` int DEFAULT NULL COMMENT 'plugin already installed count',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+
+CREATE
+DATABASE IF NOT EXISTS EXAMPLE_1;
+use EXAMPLE_1;
+CREATE TABLE IF NOT EXISTS `users`
+(
+    `id`       int         NOT NULL AUTO_INCREMENT,
+    `username` varchar(50) NOT NULL COMMENT '用户名',
+    `password` varchar(50) NOT NULL COMMENT '密码',
+    `email`    varchar(50) NOT NULL COMMENT '邮箱',
+    `phone`    varchar(20) DEFAULT NULL COMMENT '电话',
+    PRIMARY KEY (`id`),
+    KEY        `idx_username` (`username`) COMMENT '索引：按用户名查询'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='聊天用户表';
+
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_1', 'password_1', 'user_1@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_2', 'password_2', 'user_2@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_3', 'password_3', 'user_3@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_4', 'password_4', 'user_4@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_5', 'password_5', 'user_5@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_6', 'password_6', 'user_6@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_7', 'password_7', 'user_7@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_8', 'password_8', 'user_8@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_9', 'password_9', 'user_9@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_10', 'password_10', 'user_10@example.com', '12345678900');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_11', 'password_11', 'user_11@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_12', 'password_12', 'user_12@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_13', 'password_13', 'user_13@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_14', 'password_14', 'user_14@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_15', 'password_15', 'user_15@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_16', 'password_16', 'user_16@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_17', 'password_17', 'user_17@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_18', 'password_18', 'user_18@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_19', 'password_19', 'user_19@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_20', 'password_20', 'user_20@example.com', '12345678900');

assets/schema/upgrade/v0_7_1/upgrade_to_v0.7.1.sql

@@ -0,0 +1,9 @@
+-- From 0.7.0 to 0.7.1, we have the following changes:
+USE dbgpt;
+
+-- Change message_detail column type from text to longtext in chat_history_message table
+ALTER TABLE `gpts_messages`
+    MODIFY COLUMN `action_report` longtext COMMENT 'Current conversation action report';
+
+ALTER TABLE `dbgpt_serve_flow`
+    MODIFY COLUMN `flow_data` longtext null COMMENT 'Flow data, JSON format';

assets/schema/upgrade/v0_7_1/v0.7.0.sql

@@ -0,0 +1,582 @@
+-- Full SQL of v0.7.0, please not modify this file(It must be same as the file in the release package)
+
+CREATE
+DATABASE IF NOT EXISTS dbgpt;
+use dbgpt;
+
+-- For alembic migration tool
+CREATE TABLE IF NOT EXISTS `alembic_version`
+(
+    version_num VARCHAR(32) NOT NULL,
+    CONSTRAINT alembic_version_pkc PRIMARY KEY (version_num)
+) DEFAULT CHARSET=utf8mb4 ;
+
+CREATE TABLE IF NOT EXISTS `knowledge_space`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `name`         varchar(100) NOT NULL COMMENT 'knowledge space name',
+    `vector_type`  varchar(50)  NOT NULL COMMENT 'vector type',
+    `domain_type`  varchar(50)  NOT NULL COMMENT 'domain type',
+    `desc`         varchar(500) NOT NULL COMMENT 'description',
+    `owner`        varchar(100) DEFAULT NULL COMMENT 'owner',
+    `context`      TEXT         DEFAULT NULL COMMENT 'context argument',
+    `gmt_created`  TIMESTAMP    DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_name` (`name`) COMMENT 'index:idx_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge space table';
+
+CREATE TABLE IF NOT EXISTS `knowledge_document`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `doc_token`    varchar(100) NULL COMMENT 'doc token',
+    `space`        varchar(50)  NOT NULL COMMENT 'knowledge space',
+    `chunk_size`   int          NOT NULL COMMENT 'chunk size',
+    `last_sync`    TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'last sync time',
+    `status`       varchar(50)  NOT NULL COMMENT 'status TODO,RUNNING,FAILED,FINISHED',
+    `content`      LONGTEXT     NOT NULL COMMENT 'knowledge embedding sync result',
+    `result`       TEXT NULL COMMENT 'knowledge content',
+    `questions`    TEXT NULL COMMENT 'document related questions',
+    `vector_ids`   LONGTEXT NULL COMMENT 'vector_ids',
+    `summary`      LONGTEXT NULL COMMENT 'knowledge summary',
+    `gmt_created`  TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_doc_name` (`doc_name`) COMMENT 'index:idx_doc_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document table';
+
+CREATE TABLE IF NOT EXISTS `document_chunk`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `document_id`  int          NOT NULL COMMENT 'document parent id',
+    `content`      longtext     NOT NULL COMMENT 'chunk content',
+    `questions`    text         NULL COMMENT 'chunk related questions',
+    `meta_info`    text NOT NULL COMMENT 'metadata info',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_document_id` (`document_id`) COMMENT 'index:document_id'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document chunk detail';
+
+
+CREATE TABLE IF NOT EXISTS `connect_config`
+(
+    `id`       int          NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `db_type`  varchar(255) NOT NULL COMMENT 'db type',
+    `db_name`  varchar(255) NOT NULL COMMENT 'db name',
+    `db_path`  varchar(255) DEFAULT NULL COMMENT 'file db path',
+    `db_host`  varchar(255) DEFAULT NULL COMMENT 'db connect host(not file db)',
+    `db_port`  varchar(255) DEFAULT NULL COMMENT 'db cnnect port(not file db)',
+    `db_user`  varchar(255) DEFAULT NULL COMMENT 'db user',
+    `db_pwd`   varchar(255) DEFAULT NULL COMMENT 'db password',
+    `comment`  text COMMENT 'db comment',
+    `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+    `user_name`  varchar(255) DEFAULT NULL COMMENT 'user name',
+    `user_id`  varchar(255) DEFAULT NULL COMMENT 'user id',
+    `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+    `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+    `ext_config` text COMMENT 'Extended configuration, json format',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_db` (`db_name`),
+    KEY        `idx_q_db_type` (`db_type`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT 'Connection confi';
+
+CREATE TABLE IF NOT EXISTS `chat_history`
+(
+    `id`        int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`  varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `chat_mode` varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation scene mode',
+    `summary`   longtext COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record summary',
+    `user_name` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'interlocutor',
+    `messages`  text COLLATE utf8mb4_unicode_ci COMMENT 'Conversation details',
+    `message_ids` text COLLATE utf8mb4_unicode_ci COMMENT 'Message id list, split by comma',
+    `app_code` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'App unique code',
+    `sys_code`  varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `conv_uid` (`conv_uid`),
+    PRIMARY KEY (`id`),
+    KEY `idx_chat_his_app_code` (`app_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history';
+
+CREATE TABLE IF NOT EXISTS `chat_history_message`
+(
+    `id`             int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`       varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `index`          int                                     NOT NULL COMMENT 'Message index',
+    `round_index`    int                                     NOT NULL COMMENT 'Round of conversation',
+    `message_detail` longtext COLLATE utf8mb4_unicode_ci COMMENT 'Message details, json format',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `message_uid_index` (`conv_uid`, `index`),
+    PRIMARY KEY (`id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history message';
+
+
+CREATE TABLE IF NOT EXISTS `chat_feed_back`
+(
+    `id`              bigint(20) NOT NULL AUTO_INCREMENT,
+    `conv_uid`        varchar(128) DEFAULT NULL COMMENT 'Conversation ID',
+    `conv_index`      int(4) DEFAULT NULL COMMENT 'Round of conversation',
+    `score`           int(1) DEFAULT NULL COMMENT 'Score of user',
+    `ques_type`       varchar(32)  DEFAULT NULL COMMENT 'User question category',
+    `question`        longtext     DEFAULT NULL COMMENT 'User question',
+    `knowledge_space` varchar(128) DEFAULT NULL COMMENT 'Knowledge space name',
+    `messages`        longtext     DEFAULT NULL COMMENT 'The details of user feedback',
+    `message_id`      varchar(255)  NULL COMMENT 'Message id',
+    `feedback_type`   varchar(50)  NULL COMMENT 'Feedback type like or unlike',
+    `reason_types`    varchar(255)  NULL COMMENT 'Feedback reason categories',
+    `remark`          text          NULL COMMENT 'Feedback remark',
+    `user_code`       varchar(128)  NULL COMMENT 'User code',
+    `user_name`       varchar(128) DEFAULT NULL COMMENT 'User name',
+    `gmt_created`     timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`    timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_conv` (`conv_uid`,`conv_index`),
+    KEY               `idx_conv` (`conv_uid`,`conv_index`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='User feedback table';
+
+
+CREATE TABLE IF NOT EXISTS `my_plugin`
+(
+    `id`          int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `tenant`      varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user tenant',
+    `user_code`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'user code',
+    `user_name`   varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user name',
+    `name`        varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `file_name`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin package file name',
+    `type`        varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `use_count`   int                                     DEFAULT NULL COMMENT 'plugin total use count',
+    `succ_count`  int                                     DEFAULT NULL COMMENT 'plugin total success count',
+    `sys_code`    varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created` TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin install time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='User plugin table';
+
+CREATE TABLE IF NOT EXISTS `plugin_hub`
+(
+    `id`              int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `name`            varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `description`     varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin description',
+    `author`          varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author',
+    `email`           varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author email',
+    `type`            varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`         varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `storage_channel` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin storage channel',
+    `storage_url`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download url',
+    `download_param`  varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download param',
+    `gmt_created`     TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin upload time',
+    `installed`       int                                     DEFAULT NULL COMMENT 'plugin already installed count',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Plugin Hub table';
+
+
+CREATE TABLE IF NOT EXISTS `prompt_manage`
+(
+    `id`             int(11) NOT NULL AUTO_INCREMENT,
+    `chat_scene`     varchar(100) DEFAULT NULL COMMENT 'Chat scene',
+    `sub_chat_scene` varchar(100) DEFAULT NULL COMMENT 'Sub chat scene',
+    `prompt_type`    varchar(100) DEFAULT NULL COMMENT 'Prompt type: common or private',
+    `prompt_name`    varchar(256) DEFAULT NULL COMMENT 'prompt name',
+    `prompt_code`    varchar(256) DEFAULT NULL COMMENT 'prompt code',
+    `content`        longtext COMMENT 'Prompt content',
+    `input_variables` varchar(1024) DEFAULT NULL COMMENT 'Prompt input variables(split by comma))',
+    `response_schema` text  DEFAULT NULL COMMENT 'Prompt response schema',
+    `model` varchar(128) DEFAULT NULL COMMENT 'Prompt model name(we can use different models for different prompt)',
+    `prompt_language` varchar(32) DEFAULT NULL COMMENT 'Prompt language(eg:en, zh-cn)',
+    `prompt_format` varchar(32) DEFAULT 'f-string' COMMENT 'Prompt format(eg: f-string, jinja2)',
+    `prompt_desc`    varchar(512) DEFAULT NULL COMMENT 'Prompt description',
+    `user_code`     varchar(128) DEFAULT NULL COMMENT 'User code',
+    `user_name`      varchar(128) DEFAULT NULL COMMENT 'User name',
+    `sys_code`       varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`    timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`   timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `prompt_name_uiq` (`prompt_name`, `sys_code`, `prompt_language`, `model`),
+    KEY              `gmt_created_idx` (`gmt_created`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Prompt management table';
+
+
+
+ CREATE TABLE IF NOT EXISTS `gpts_conversations` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `user_goal` text NOT NULL COMMENT 'User''s goals content',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'The gpts name',
+  `state` varchar(255) DEFAULT NULL COMMENT 'The gpts state',
+  `max_auto_reply_round` int(11) NOT NULL COMMENT 'max auto reply round',
+  `auto_reply_count` int(11) NOT NULL COMMENT 'auto reply count',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app ',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NULL COMMENT 'agent team work mode',
+
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_conversations` (`conv_id`),
+  KEY `idx_gpts_name` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt conversations";
+
+CREATE TABLE IF NOT EXISTS `gpts_instance` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `gpts_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `resource_db` text COMMENT 'List of structured database names contained in the current gpts',
+  `resource_internet` text COMMENT 'Is it possible to retrieve information from the internet',
+  `resource_knowledge` text COMMENT 'List of unstructured database names contained in the current gpts',
+  `gpts_agents` varchar(1000) DEFAULT NULL COMMENT 'List of agents names contained in the current gpts',
+  `gpts_models` varchar(1000) DEFAULT NULL COMMENT 'List of llm model names contained in the current gpts',
+  `language` varchar(100) DEFAULT NULL COMMENT 'gpts language',
+  `user_code` varchar(255) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `is_sustainable` tinyint(1) NOT NULL COMMENT 'Applications for sustainable dialogue',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts instance";
+
+CREATE TABLE `gpts_messages` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sender` varchar(255) NOT NULL COMMENT 'Who speaking in the current conversation turn',
+  `receiver` varchar(255) NOT NULL COMMENT 'Who receive message in the current conversation turn',
+  `model_name` varchar(255) DEFAULT NULL COMMENT 'message generate model',
+  `rounds` int(11) NOT NULL COMMENT 'dialogue turns',
+  `is_success` int(4)  NULL DEFAULT 0 COMMENT 'agent message is success',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `content` text COMMENT 'Content of the speech',
+  `current_goal` text COMMENT 'The target corresponding to the current message',
+  `context` text COMMENT 'Current conversation context',
+  `review_info` text COMMENT 'Current conversation review info',
+  `action_report` text COMMENT 'Current conversation action report',
+  `resource_info` text DEFAULT NULL  COMMENT 'Current conversation resource info',
+  `role` varchar(255) DEFAULT NULL COMMENT 'The role of the current message content',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_q_messages` (`conv_id`,`rounds`,`sender`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts message";
+
+
+CREATE TABLE `gpts_plans` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sub_task_num` int(11) NOT NULL COMMENT 'Subtask number',
+  `sub_task_title` varchar(255) NOT NULL COMMENT 'subtask title',
+  `sub_task_content` text NOT NULL COMMENT 'subtask content',
+  `sub_task_agent` varchar(255) DEFAULT NULL COMMENT 'Available agents corresponding to subtasks',
+  `resource_name` varchar(255) DEFAULT NULL COMMENT 'resource name',
+  `rely` varchar(255) DEFAULT NULL COMMENT 'Subtask dependencies，like: 1,2,3',
+  `agent_model` varchar(255) DEFAULT NULL COMMENT 'LLM model used by subtask processing agents',
+  `retry_times` int(11) DEFAULT NULL COMMENT 'number of retries',
+  `max_retry_times` int(11) DEFAULT NULL COMMENT 'Maximum number of retries',
+  `state` varchar(255) DEFAULT NULL COMMENT 'subtask status',
+  `result` longtext COMMENT 'subtask result',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_sub_task` (`conv_id`,`sub_task_num`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt plan";
+
+-- dbgpt.dbgpt_serve_flow definition
+CREATE TABLE `dbgpt_serve_flow` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `uid` varchar(128) NOT NULL COMMENT 'Unique id',
+  `dag_id` varchar(128) DEFAULT NULL COMMENT 'DAG id',
+  `name` varchar(128) DEFAULT NULL COMMENT 'Flow name',
+  `flow_data` longtext COMMENT 'Flow data, JSON format',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT NULL COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT NULL COMMENT 'Record update time',
+  `flow_category` varchar(64) DEFAULT NULL COMMENT 'Flow category',
+  `description` varchar(512) DEFAULT NULL COMMENT 'Flow description',
+  `state` varchar(32) DEFAULT NULL COMMENT 'Flow state',
+  `error_message` varchar(512) NULL comment 'Error message',
+  `source` varchar(64) DEFAULT NULL COMMENT 'Flow source',
+  `source_url` varchar(512) DEFAULT NULL COMMENT 'Flow source url',
+  `version` varchar(32) DEFAULT NULL COMMENT 'Flow version',
+  `define_type` varchar(32) null comment 'Flow define type(json or python)',
+  `label` varchar(128) DEFAULT NULL COMMENT 'Flow label',
+  `editable` int DEFAULT NULL COMMENT 'Editable, 0: editable, 1: not editable',
+  `variables` text DEFAULT NULL COMMENT 'Flow variables, JSON format',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_sys_code` (`sys_code`),
+  KEY `ix_dbgpt_serve_flow_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_dag_id` (`dag_id`),
+  KEY `ix_dbgpt_serve_flow_user_name` (`user_name`),
+  KEY `ix_dbgpt_serve_flow_name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_file definition
+CREATE TABLE `dbgpt_serve_file` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `bucket` varchar(255) NOT NULL COMMENT 'Bucket name',
+  `file_id` varchar(255) NOT NULL COMMENT 'File id',
+  `file_name` varchar(256) NOT NULL COMMENT 'File name',
+  `file_size` int DEFAULT NULL COMMENT 'File size',
+  `storage_type` varchar(32) NOT NULL COMMENT 'Storage type',
+  `storage_path` varchar(512) NOT NULL COMMENT 'Storage path',
+  `uri` varchar(512) NOT NULL COMMENT 'File URI',
+  `custom_metadata` text DEFAULT NULL COMMENT 'Custom metadata, JSON format',
+  `file_hash` varchar(128) DEFAULT NULL COMMENT 'File hash',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_bucket_file_id` (`bucket`, `file_id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_variables definition
+CREATE TABLE `dbgpt_serve_variables` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `key` varchar(128) NOT NULL COMMENT 'Variable key',
+  `name` varchar(128) DEFAULT NULL COMMENT 'Variable name',
+  `label` varchar(128) DEFAULT NULL COMMENT 'Variable label',
+  `value` text DEFAULT NULL COMMENT 'Variable value, JSON format',
+  `value_type` varchar(32) DEFAULT NULL COMMENT 'Variable value type(string, int, float, bool)',
+  `category` varchar(32) DEFAULT 'common' COMMENT 'Variable category(common or secret)',
+  `encryption_method` varchar(32) DEFAULT NULL COMMENT 'Variable encryption method(fernet, simple, rsa, aes)',
+  `salt` varchar(128) DEFAULT NULL COMMENT 'Variable salt',
+  `scope` varchar(32) DEFAULT 'global' COMMENT 'Variable scope(global,flow,app,agent,datasource,flow_priv,agent_priv, ""etc)',
+  `scope_key` varchar(256) DEFAULT NULL COMMENT 'Variable scope key, default is empty, for scope is "flow_priv", the scope_key is dag id of flow',
+  `enabled` int DEFAULT 1 COMMENT 'Variable enabled, 0: disabled, 1: enabled',
+  `description` text DEFAULT NULL COMMENT 'Variable description',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  KEY `ix_your_table_name_key` (`key`),
+  KEY `ix_your_table_name_name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+CREATE TABLE `dbgpt_serve_model` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `host` varchar(255) NOT NULL COMMENT 'The model worker host',
+  `port` int NOT NULL COMMENT 'The model worker port',
+  `model` varchar(255) NOT NULL COMMENT 'The model name',
+  `provider` varchar(255) NOT NULL COMMENT 'The model provider',
+  `worker_type` varchar(255) NOT NULL COMMENT 'The worker type',
+  `params` text NOT NULL COMMENT 'The model parameters, JSON format',
+  `enabled` int DEFAULT 1 COMMENT 'Whether the model is enabled, if it is enabled, it will be started when the system starts, 1 is enabled, 0 is disabled',
+  `worker_name` varchar(255) DEFAULT NULL COMMENT 'The worker name',
+  `description` text DEFAULT NULL COMMENT 'The model description',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_user_name` (`user_name`),
+  KEY `idx_sys_code` (`sys_code`),
+  UNIQUE KEY `uk_model_provider_type` (`model`, `provider`, `worker_type`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Model persistence table';
+
+-- dbgpt.gpts_app definition
+CREATE TABLE `gpts_app` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `app_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `language` varchar(100) NOT NULL COMMENT 'gpts language',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `team_context` text COMMENT 'The execution logic and team member content that teams with different working modes rely on',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `icon` varchar(1024) DEFAULT NULL COMMENT 'app icon, url',
+  `published` varchar(64) DEFAULT 'false' COMMENT 'Has it been published?',
+  `param_need` text DEFAULT NULL COMMENT 'Parameter information supported by the application',
+  `admins` text DEFAULT NULL COMMENT 'administrator',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app` (`app_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+CREATE TABLE `gpts_app_collection` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `user_code` int(11) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_app_code` (`app_code`),
+  KEY `idx_user_code` (`user_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt collections";
+
+-- dbgpt.gpts_app_detail definition
+CREATE TABLE `gpts_app_detail` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `agent_name` varchar(255) NOT NULL COMMENT ' Agent name',
+  `node_id` varchar(255) NOT NULL COMMENT 'Current AI assistant Agent Node id',
+  `resources` text COMMENT 'Agent bind  resource',
+  `prompt_template` text COMMENT 'Agent bind  template',
+  `llm_strategy` varchar(25) DEFAULT NULL COMMENT 'Agent use llm strategy',
+  `llm_strategy_value` text COMMENT 'Agent use llm strategy value',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app_agent_node` (`app_name`,`agent_name`,`node_id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+
+-- For deploy model cluster of DB-GPT(StorageModelRegistry)
+CREATE TABLE IF NOT EXISTS `dbgpt_cluster_registry_instance` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `model_name` varchar(128) NOT NULL COMMENT 'Model name',
+  `host` varchar(128) NOT NULL COMMENT 'Host of the model',
+  `port` int(11) NOT NULL COMMENT 'Port of the model',
+  `weight` float DEFAULT 1.0 COMMENT 'Weight of the model',
+  `check_healthy` tinyint(1) DEFAULT 1 COMMENT 'Whether to check the health of the model',
+  `healthy` tinyint(1) DEFAULT 0 COMMENT 'Whether the model is healthy',
+  `enabled` tinyint(1) DEFAULT 1 COMMENT 'Whether the model is enabled',
+  `prompt_template` varchar(128) DEFAULT NULL COMMENT 'Prompt template for the model instance',
+  `last_heartbeat` datetime DEFAULT NULL COMMENT 'Last heartbeat time of the model instance',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_model_instance` (`model_name`, `host`, `port`, `sys_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='Cluster model instance table, for registering and managing model instances';
+
+-- dbgpt.recommend_question definition
+CREATE TABLE `recommend_question` (
+  `id` bigint(20) unsigned NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gmt_create` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'create time',
+  `gmt_modified` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'last update time',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `question` text DEFAULT NULL COMMENT 'question',
+  `user_code` varchar(255) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) NULL COMMENT 'system app code',
+  `valid` varchar(10) DEFAULT 'true' COMMENT 'is it effective，true/false',
+  `chat_mode` varchar(255) DEFAULT NULL COMMENT 'Conversation scene mode，chat_knowledge...',
+  `params` text DEFAULT NULL COMMENT 'question param',
+  `is_hot_question` varchar(10) DEFAULT 'false' COMMENT 'Is it a popular recommendation question?',
+  PRIMARY KEY (`id`),
+  KEY `idx_rec_q_app_code` (`app_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT="AI application related recommendation issues";
+
+-- dbgpt.user_recent_apps definition
+CREATE TABLE `user_recent_apps` (
+  `id` bigint(20) unsigned NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gmt_create` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'create time',
+  `gmt_modified` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'last update time',
+  `app_code` varchar(255) NOT NULL COMMENT 'AI assistant code',
+  `last_accessed` timestamp NULL DEFAULT NULL COMMENT 'User recent usage time',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  PRIMARY KEY (`id`),
+  KEY `idx_user_r_app_code` (`app_code`),
+  KEY `idx_last_accessed` (`last_accessed`),
+  KEY `idx_user_code` (`user_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='User recently used apps';
+
+-- dbgpt.dbgpt_serve_dbgpts_my definition
+CREATE TABLE `dbgpt_serve_dbgpts_my` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `name` varchar(255)  NOT NULL COMMENT 'plugin name',
+  `user_code` varchar(255)  DEFAULT NULL COMMENT 'user code',
+  `user_name` varchar(255)  DEFAULT NULL COMMENT 'user name',
+  `file_name` varchar(255)  NOT NULL COMMENT 'plugin package file name',
+  `type` varchar(255)  DEFAULT NULL COMMENT 'plugin type',
+  `version` varchar(255)  DEFAULT NULL COMMENT 'plugin version',
+  `use_count` int DEFAULT NULL COMMENT 'plugin total use count',
+  `succ_count` int DEFAULT NULL COMMENT 'plugin total success count',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin install time',
+  `gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `name` (`name`, `user_name`),
+  KEY `ix_my_plugin_sys_code` (`sys_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_dbgpts_hub definition
+CREATE TABLE `dbgpt_serve_dbgpts_hub` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `name` varchar(255) NOT NULL COMMENT 'plugin name',
+  `description` varchar(255)  NULL COMMENT 'plugin description',
+  `author` varchar(255) DEFAULT NULL COMMENT 'plugin author',
+  `email` varchar(255) DEFAULT NULL COMMENT 'plugin author email',
+  `type` varchar(255) DEFAULT NULL COMMENT 'plugin type',
+  `version` varchar(255) DEFAULT NULL COMMENT 'plugin version',
+  `storage_channel` varchar(255) DEFAULT NULL COMMENT 'plugin storage channel',
+  `storage_url` varchar(255) DEFAULT NULL COMMENT 'plugin download url',
+  `download_param` varchar(255) DEFAULT NULL COMMENT 'plugin download param',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin upload time',
+  `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+  `installed` int DEFAULT NULL COMMENT 'plugin already installed count',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+
+CREATE
+DATABASE IF NOT EXISTS EXAMPLE_1;
+use EXAMPLE_1;
+CREATE TABLE IF NOT EXISTS `users`
+(
+    `id`       int         NOT NULL AUTO_INCREMENT,
+    `username` varchar(50) NOT NULL COMMENT '用户名',
+    `password` varchar(50) NOT NULL COMMENT '密码',
+    `email`    varchar(50) NOT NULL COMMENT '邮箱',
+    `phone`    varchar(20) DEFAULT NULL COMMENT '电话',
+    PRIMARY KEY (`id`),
+    KEY        `idx_username` (`username`) COMMENT '索引：按用户名查询'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='聊天用户表';
+
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_1', 'password_1', 'user_1@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_2', 'password_2', 'user_2@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_3', 'password_3', 'user_3@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_4', 'password_4', 'user_4@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_5', 'password_5', 'user_5@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_6', 'password_6', 'user_6@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_7', 'password_7', 'user_7@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_8', 'password_8', 'user_8@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_9', 'password_9', 'user_9@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_10', 'password_10', 'user_10@example.com', '12345678900');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_11', 'password_11', 'user_11@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_12', 'password_12', 'user_12@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_13', 'password_13', 'user_13@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_14', 'password_14', 'user_14@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_15', 'password_15', 'user_15@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_16', 'password_16', 'user_16@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_17', 'password_17', 'user_17@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_18', 'password_18', 'user_18@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_19', 'password_19', 'user_19@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_20', 'password_20', 'user_20@example.com', '12345678900');

assets/schema/upgrade/v0_7_4/upgrade_to_v0.7.4.sql

@@ -0,0 +1,43 @@
+-- From 0.7.1 to 0.7.4, we have the following changes:
+USE dbgpt;
+
+-- evaluate_manage, Store the dataset benchmark task record
+CREATE TABLE `evaluate_manage` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `evaluate_code` varchar(256) NOT NULL COMMENT 'evaluate unique code',
+  `scene_key` varchar(100)  DEFAULT NULL COMMENT 'scene key',
+  `scene_value` varchar(256) DEFAULT NULL COMMENT 'scene value',
+  `context` text DEFAULT NULL COMMENT 'context',
+  `evaluate_metrics` varchar(599) DEFAULT NULL COMMENT 'evaluate metrics',
+  `datasets_name` varchar(256) DEFAULT NULL COMMENT 'datasets name',
+  `datasets` text DEFAULT NULL COMMENT 'datasets content',
+  `storage_type` varchar(256) DEFAULT NULL COMMENT 'result storage type',
+  `parallel_num` int DEFAULT NULL COMMENT 'execute parallel thread number',
+  `state` VARCHAR(100) DEFAULT NULL COMMENT 'execute state',
+  `result` text DEFAULT NULL COMMENT 'evaluate result',
+  `log_info` text DEFAULT NULL COMMENT 'evaluate error log',
+  `average_score` text DEFAULT NULL COMMENT 'metrics average score',
+  `user_id` varchar(100) DEFAULT NULL COMMENT 'user id',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'user name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'system code',
+  `gmt_create` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'benchmark create time',
+  `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'benchmark finish time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_evaluate` (`evaluate_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- benchmark_summary, Store the dataset benchmark summary metric result
+CREATE TABLE `benchmark_summary` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `round_id` int NOT NULL COMMENT 'task round id',
+  `output_path` varchar(512)  NULL COMMENT 'output file path',
+  `right` int DEFAULT NULL COMMENT 'right number',
+  `wrong` int DEFAULT NULL COMMENT 'wrong number',
+  `failed` int DEFAULT NULL COMMENT 'failed number',
+  `exception` int DEFAULT NULL COMMENT 'exception number',
+  `llm_code` varchar(256) DEFAULT NULL COMMENT 'benchmark llm code',
+  `evaluate_code` varchar(256) DEFAULT NULL COMMENT 'benchmark evaluate code',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'benchmark create time',
+  `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'benchmark finish time',
+  PRIMARY KEY (`id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;

assets/schema/upgrade/v0_7_4/v0.7.4.sql

@@ -0,0 +1,624 @@
+-- You can change `dbgpt` to your actual metadata database name in your `.env` file
+-- eg. `LOCAL_DB_NAME=dbgpt`
+
+CREATE
+DATABASE IF NOT EXISTS dbgpt;
+use dbgpt;
+
+-- For alembic migration tool
+CREATE TABLE IF NOT EXISTS `alembic_version`
+(
+    version_num VARCHAR(32) NOT NULL,
+    CONSTRAINT alembic_version_pkc PRIMARY KEY (version_num)
+) DEFAULT CHARSET=utf8mb4 ;
+
+CREATE TABLE IF NOT EXISTS `knowledge_space`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `name`         varchar(100) NOT NULL COMMENT 'knowledge space name',
+    `vector_type`  varchar(50)  NOT NULL COMMENT 'vector type',
+    `domain_type`  varchar(50)  NOT NULL COMMENT 'domain type',
+    `desc`         varchar(500) NOT NULL COMMENT 'description',
+    `owner`        varchar(100) DEFAULT NULL COMMENT 'owner',
+    `context`      TEXT         DEFAULT NULL COMMENT 'context argument',
+    `gmt_created`  TIMESTAMP    DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_name` (`name`) COMMENT 'index:idx_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge space table';
+
+CREATE TABLE IF NOT EXISTS `knowledge_document`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `doc_token`    varchar(100) NULL COMMENT 'doc token',
+    `space`        varchar(50)  NOT NULL COMMENT 'knowledge space',
+    `chunk_size`   int          NOT NULL COMMENT 'chunk size',
+    `last_sync`    TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'last sync time',
+    `status`       varchar(50)  NOT NULL COMMENT 'status TODO,RUNNING,FAILED,FINISHED',
+    `content`      LONGTEXT     NOT NULL COMMENT 'knowledge embedding sync result',
+    `result`       TEXT NULL COMMENT 'knowledge content',
+    `questions`    TEXT NULL COMMENT 'document related questions',
+    `vector_ids`   LONGTEXT NULL COMMENT 'vector_ids',
+    `summary`      LONGTEXT NULL COMMENT 'knowledge summary',
+    `gmt_created`  TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_doc_name` (`doc_name`) COMMENT 'index:idx_doc_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document table';
+
+CREATE TABLE IF NOT EXISTS `document_chunk`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `document_id`  int          NOT NULL COMMENT 'document parent id',
+    `content`      longtext     NOT NULL COMMENT 'chunk content',
+    `questions`    text         NULL COMMENT 'chunk related questions',
+    `meta_info`    text NOT NULL COMMENT 'metadata info',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_document_id` (`document_id`) COMMENT 'index:document_id'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document chunk detail';
+
+
+CREATE TABLE IF NOT EXISTS `connect_config`
+(
+    `id`       int          NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `db_type`  varchar(255) NOT NULL COMMENT 'db type',
+    `db_name`  varchar(255) NOT NULL COMMENT 'db name',
+    `db_path`  varchar(255) DEFAULT NULL COMMENT 'file db path',
+    `db_host`  varchar(255) DEFAULT NULL COMMENT 'db connect host(not file db)',
+    `db_port`  varchar(255) DEFAULT NULL COMMENT 'db cnnect port(not file db)',
+    `db_user`  varchar(255) DEFAULT NULL COMMENT 'db user',
+    `db_pwd`   varchar(255) DEFAULT NULL COMMENT 'db password',
+    `comment`  text COMMENT 'db comment',
+    `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+    `user_name`  varchar(255) DEFAULT NULL COMMENT 'user name',
+    `user_id`  varchar(255) DEFAULT NULL COMMENT 'user id',
+    `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+    `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+    `ext_config` text COMMENT 'Extended configuration, json format',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_db` (`db_name`),
+    KEY        `idx_q_db_type` (`db_type`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT 'Connection confi';
+
+CREATE TABLE IF NOT EXISTS `chat_history`
+(
+    `id`        int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`  varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `chat_mode` varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation scene mode',
+    `summary`   longtext COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record summary',
+    `user_name` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'interlocutor',
+    `messages`  text COLLATE utf8mb4_unicode_ci COMMENT 'Conversation details',
+    `message_ids` text COLLATE utf8mb4_unicode_ci COMMENT 'Message id list, split by comma',
+    `app_code` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'App unique code',
+    `sys_code`  varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `conv_uid` (`conv_uid`),
+    PRIMARY KEY (`id`),
+    KEY `idx_chat_his_app_code` (`app_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history';
+
+CREATE TABLE IF NOT EXISTS `chat_history_message`
+(
+    `id`             int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`       varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `index`          int                                     NOT NULL COMMENT 'Message index',
+    `round_index`    int                                     NOT NULL COMMENT 'Round of conversation',
+    `message_detail` longtext COLLATE utf8mb4_unicode_ci COMMENT 'Message details, json format',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `message_uid_index` (`conv_uid`, `index`),
+    PRIMARY KEY (`id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history message';
+
+
+CREATE TABLE IF NOT EXISTS `chat_feed_back`
+(
+    `id`              bigint(20) NOT NULL AUTO_INCREMENT,
+    `conv_uid`        varchar(128) DEFAULT NULL COMMENT 'Conversation ID',
+    `conv_index`      int(4) DEFAULT NULL COMMENT 'Round of conversation',
+    `score`           int(1) DEFAULT NULL COMMENT 'Score of user',
+    `ques_type`       varchar(32)  DEFAULT NULL COMMENT 'User question category',
+    `question`        longtext     DEFAULT NULL COMMENT 'User question',
+    `knowledge_space` varchar(128) DEFAULT NULL COMMENT 'Knowledge space name',
+    `messages`        longtext     DEFAULT NULL COMMENT 'The details of user feedback',
+    `message_id`      varchar(255)  NULL COMMENT 'Message id',
+    `feedback_type`   varchar(50)  NULL COMMENT 'Feedback type like or unlike',
+    `reason_types`    varchar(255)  NULL COMMENT 'Feedback reason categories',
+    `remark`          text          NULL COMMENT 'Feedback remark',
+    `user_code`       varchar(128)  NULL COMMENT 'User code',
+    `user_name`       varchar(128) DEFAULT NULL COMMENT 'User name',
+    `gmt_created`     timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`    timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_conv` (`conv_uid`,`conv_index`),
+    KEY               `idx_conv` (`conv_uid`,`conv_index`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='User feedback table';
+
+
+CREATE TABLE IF NOT EXISTS `my_plugin`
+(
+    `id`          int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `tenant`      varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user tenant',
+    `user_code`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'user code',
+    `user_name`   varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user name',
+    `name`        varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `file_name`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin package file name',
+    `type`        varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `use_count`   int                                     DEFAULT NULL COMMENT 'plugin total use count',
+    `succ_count`  int                                     DEFAULT NULL COMMENT 'plugin total success count',
+    `sys_code`    varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created` TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin install time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='User plugin table';
+
+CREATE TABLE IF NOT EXISTS `plugin_hub`
+(
+    `id`              int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `name`            varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `description`     varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin description',
+    `author`          varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author',
+    `email`           varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author email',
+    `type`            varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`         varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `storage_channel` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin storage channel',
+    `storage_url`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download url',
+    `download_param`  varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download param',
+    `gmt_created`     TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin upload time',
+    `installed`       int                                     DEFAULT NULL COMMENT 'plugin already installed count',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Plugin Hub table';
+
+
+CREATE TABLE IF NOT EXISTS `prompt_manage`
+(
+    `id`             int(11) NOT NULL AUTO_INCREMENT,
+    `chat_scene`     varchar(100) DEFAULT NULL COMMENT 'Chat scene',
+    `sub_chat_scene` varchar(100) DEFAULT NULL COMMENT 'Sub chat scene',
+    `prompt_type`    varchar(100) DEFAULT NULL COMMENT 'Prompt type: common or private',
+    `prompt_name`    varchar(256) DEFAULT NULL COMMENT 'prompt name',
+    `prompt_code`    varchar(256) DEFAULT NULL COMMENT 'prompt code',
+    `content`        longtext COMMENT 'Prompt content',
+    `input_variables` varchar(1024) DEFAULT NULL COMMENT 'Prompt input variables(split by comma))',
+    `response_schema` text  DEFAULT NULL COMMENT 'Prompt response schema',
+    `model` varchar(128) DEFAULT NULL COMMENT 'Prompt model name(we can use different models for different prompt)',
+    `prompt_language` varchar(32) DEFAULT NULL COMMENT 'Prompt language(eg:en, zh-cn)',
+    `prompt_format` varchar(32) DEFAULT 'f-string' COMMENT 'Prompt format(eg: f-string, jinja2)',
+    `prompt_desc`    varchar(512) DEFAULT NULL COMMENT 'Prompt description',
+    `user_code`     varchar(128) DEFAULT NULL COMMENT 'User code',
+    `user_name`      varchar(128) DEFAULT NULL COMMENT 'User name',
+    `sys_code`       varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`    timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`   timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `prompt_name_uiq` (`prompt_name`, `sys_code`, `prompt_language`, `model`),
+    KEY              `gmt_created_idx` (`gmt_created`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Prompt management table';
+
+
+
+ CREATE TABLE IF NOT EXISTS `gpts_conversations` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `user_goal` text NOT NULL COMMENT 'User''s goals content',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'The gpts name',
+  `state` varchar(255) DEFAULT NULL COMMENT 'The gpts state',
+  `max_auto_reply_round` int(11) NOT NULL COMMENT 'max auto reply round',
+  `auto_reply_count` int(11) NOT NULL COMMENT 'auto reply count',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app ',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NULL COMMENT 'agent team work mode',
+
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_conversations` (`conv_id`),
+  KEY `idx_gpts_name` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt conversations";
+
+CREATE TABLE IF NOT EXISTS `gpts_instance` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `gpts_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `resource_db` text COMMENT 'List of structured database names contained in the current gpts',
+  `resource_internet` text COMMENT 'Is it possible to retrieve information from the internet',
+  `resource_knowledge` text COMMENT 'List of unstructured database names contained in the current gpts',
+  `gpts_agents` varchar(1000) DEFAULT NULL COMMENT 'List of agents names contained in the current gpts',
+  `gpts_models` varchar(1000) DEFAULT NULL COMMENT 'List of llm model names contained in the current gpts',
+  `language` varchar(100) DEFAULT NULL COMMENT 'gpts language',
+  `user_code` varchar(255) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `is_sustainable` tinyint(1) NOT NULL COMMENT 'Applications for sustainable dialogue',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts instance";
+
+CREATE TABLE `gpts_messages` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sender` varchar(255) NOT NULL COMMENT 'Who speaking in the current conversation turn',
+  `receiver` varchar(255) NOT NULL COMMENT 'Who receive message in the current conversation turn',
+  `model_name` varchar(255) DEFAULT NULL COMMENT 'message generate model',
+  `rounds` int(11) NOT NULL COMMENT 'dialogue turns',
+  `is_success` int(4)  NULL DEFAULT 0 COMMENT 'agent message is success',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `content` text COMMENT 'Content of the speech',
+  `current_goal` text COMMENT 'The target corresponding to the current message',
+  `context` text COMMENT 'Current conversation context',
+  `review_info` text COMMENT 'Current conversation review info',
+  `action_report` longtext COMMENT 'Current conversation action report',
+  `resource_info` text DEFAULT NULL  COMMENT 'Current conversation resource info',
+  `role` varchar(255) DEFAULT NULL COMMENT 'The role of the current message content',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_q_messages` (`conv_id`,`rounds`,`sender`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts message";
+
+
+CREATE TABLE `gpts_plans` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sub_task_num` int(11) NOT NULL COMMENT 'Subtask number',
+  `sub_task_title` varchar(255) NOT NULL COMMENT 'subtask title',
+  `sub_task_content` text NOT NULL COMMENT 'subtask content',
+  `sub_task_agent` varchar(255) DEFAULT NULL COMMENT 'Available agents corresponding to subtasks',
+  `resource_name` varchar(255) DEFAULT NULL COMMENT 'resource name',
+  `rely` varchar(255) DEFAULT NULL COMMENT 'Subtask dependencies，like: 1,2,3',
+  `agent_model` varchar(255) DEFAULT NULL COMMENT 'LLM model used by subtask processing agents',
+  `retry_times` int(11) DEFAULT NULL COMMENT 'number of retries',
+  `max_retry_times` int(11) DEFAULT NULL COMMENT 'Maximum number of retries',
+  `state` varchar(255) DEFAULT NULL COMMENT 'subtask status',
+  `result` longtext COMMENT 'subtask result',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_sub_task` (`conv_id`,`sub_task_num`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt plan";
+
+-- dbgpt.dbgpt_serve_flow definition
+CREATE TABLE `dbgpt_serve_flow` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `uid` varchar(128) NOT NULL COMMENT 'Unique id',
+  `dag_id` varchar(128) DEFAULT NULL COMMENT 'DAG id',
+  `name` varchar(128) DEFAULT NULL COMMENT 'Flow name',
+  `flow_data` longtext COMMENT 'Flow data, JSON format',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT NULL COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT NULL COMMENT 'Record update time',
+  `flow_category` varchar(64) DEFAULT NULL COMMENT 'Flow category',
+  `description` varchar(512) DEFAULT NULL COMMENT 'Flow description',
+  `state` varchar(32) DEFAULT NULL COMMENT 'Flow state',
+  `error_message` varchar(512) NULL comment 'Error message',
+  `source` varchar(64) DEFAULT NULL COMMENT 'Flow source',
+  `source_url` varchar(512) DEFAULT NULL COMMENT 'Flow source url',
+  `version` varchar(32) DEFAULT NULL COMMENT 'Flow version',
+  `define_type` varchar(32) null comment 'Flow define type(json or python)',
+  `label` varchar(128) DEFAULT NULL COMMENT 'Flow label',
+  `editable` int DEFAULT NULL COMMENT 'Editable, 0: editable, 1: not editable',
+  `variables` text DEFAULT NULL COMMENT 'Flow variables, JSON format',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_sys_code` (`sys_code`),
+  KEY `ix_dbgpt_serve_flow_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_dag_id` (`dag_id`),
+  KEY `ix_dbgpt_serve_flow_user_name` (`user_name`),
+  KEY `ix_dbgpt_serve_flow_name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_file definition
+CREATE TABLE `dbgpt_serve_file` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `bucket` varchar(255) NOT NULL COMMENT 'Bucket name',
+  `file_id` varchar(255) NOT NULL COMMENT 'File id',
+  `file_name` varchar(256) NOT NULL COMMENT 'File name',
+  `file_size` int DEFAULT NULL COMMENT 'File size',
+  `storage_type` varchar(32) NOT NULL COMMENT 'Storage type',
+  `storage_path` varchar(512) NOT NULL COMMENT 'Storage path',
+  `uri` varchar(512) NOT NULL COMMENT 'File URI',
+  `custom_metadata` text DEFAULT NULL COMMENT 'Custom metadata, JSON format',
+  `file_hash` varchar(128) DEFAULT NULL COMMENT 'File hash',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_bucket_file_id` (`bucket`, `file_id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_variables definition
+CREATE TABLE `dbgpt_serve_variables` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `key` varchar(128) NOT NULL COMMENT 'Variable key',
+  `name` varchar(128) DEFAULT NULL COMMENT 'Variable name',
+  `label` varchar(128) DEFAULT NULL COMMENT 'Variable label',
+  `value` text DEFAULT NULL COMMENT 'Variable value, JSON format',
+  `value_type` varchar(32) DEFAULT NULL COMMENT 'Variable value type(string, int, float, bool)',
+  `category` varchar(32) DEFAULT 'common' COMMENT 'Variable category(common or secret)',
+  `encryption_method` varchar(32) DEFAULT NULL COMMENT 'Variable encryption method(fernet, simple, rsa, aes)',
+  `salt` varchar(128) DEFAULT NULL COMMENT 'Variable salt',
+  `scope` varchar(32) DEFAULT 'global' COMMENT 'Variable scope(global,flow,app,agent,datasource,flow_priv,agent_priv, ""etc)',
+  `scope_key` varchar(256) DEFAULT NULL COMMENT 'Variable scope key, default is empty, for scope is "flow_priv", the scope_key is dag id of flow',
+  `enabled` int DEFAULT 1 COMMENT 'Variable enabled, 0: disabled, 1: enabled',
+  `description` text DEFAULT NULL COMMENT 'Variable description',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  KEY `ix_your_table_name_key` (`key`),
+  KEY `ix_your_table_name_name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+CREATE TABLE `dbgpt_serve_model` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `host` varchar(255) NOT NULL COMMENT 'The model worker host',
+  `port` int NOT NULL COMMENT 'The model worker port',
+  `model` varchar(255) NOT NULL COMMENT 'The model name',
+  `provider` varchar(255) NOT NULL COMMENT 'The model provider',
+  `worker_type` varchar(255) NOT NULL COMMENT 'The worker type',
+  `params` text NOT NULL COMMENT 'The model parameters, JSON format',
+  `enabled` int DEFAULT 1 COMMENT 'Whether the model is enabled, if it is enabled, it will be started when the system starts, 1 is enabled, 0 is disabled',
+  `worker_name` varchar(255) DEFAULT NULL COMMENT 'The worker name',
+  `description` text DEFAULT NULL COMMENT 'The model description',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_user_name` (`user_name`),
+  KEY `idx_sys_code` (`sys_code`),
+  UNIQUE KEY `uk_model_provider_type` (`model`, `provider`, `worker_type`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Model persistence table';
+
+-- dbgpt.gpts_app definition
+CREATE TABLE `gpts_app` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `app_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `language` varchar(100) NOT NULL COMMENT 'gpts language',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `team_context` text COMMENT 'The execution logic and team member content that teams with different working modes rely on',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `icon` varchar(1024) DEFAULT NULL COMMENT 'app icon, url',
+  `published` varchar(64) DEFAULT 'false' COMMENT 'Has it been published?',
+  `param_need` text DEFAULT NULL COMMENT 'Parameter information supported by the application',
+  `admins` text DEFAULT NULL COMMENT 'administrator',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app` (`app_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+CREATE TABLE `gpts_app_collection` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `user_code` int(11) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_app_code` (`app_code`),
+  KEY `idx_user_code` (`user_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt collections";
+
+-- dbgpt.gpts_app_detail definition
+CREATE TABLE `gpts_app_detail` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `agent_name` varchar(255) NOT NULL COMMENT ' Agent name',
+  `node_id` varchar(255) NOT NULL COMMENT 'Current AI assistant Agent Node id',
+  `resources` text COMMENT 'Agent bind  resource',
+  `prompt_template` text COMMENT 'Agent bind  template',
+  `llm_strategy` varchar(25) DEFAULT NULL COMMENT 'Agent use llm strategy',
+  `llm_strategy_value` text COMMENT 'Agent use llm strategy value',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app_agent_node` (`app_name`,`agent_name`,`node_id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+
+-- For deploy model cluster of DB-GPT(StorageModelRegistry)
+CREATE TABLE IF NOT EXISTS `dbgpt_cluster_registry_instance` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `model_name` varchar(128) NOT NULL COMMENT 'Model name',
+  `host` varchar(128) NOT NULL COMMENT 'Host of the model',
+  `port` int(11) NOT NULL COMMENT 'Port of the model',
+  `weight` float DEFAULT 1.0 COMMENT 'Weight of the model',
+  `check_healthy` tinyint(1) DEFAULT 1 COMMENT 'Whether to check the health of the model',
+  `healthy` tinyint(1) DEFAULT 0 COMMENT 'Whether the model is healthy',
+  `enabled` tinyint(1) DEFAULT 1 COMMENT 'Whether the model is enabled',
+  `prompt_template` varchar(128) DEFAULT NULL COMMENT 'Prompt template for the model instance',
+  `last_heartbeat` datetime DEFAULT NULL COMMENT 'Last heartbeat time of the model instance',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_model_instance` (`model_name`, `host`, `port`, `sys_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='Cluster model instance table, for registering and managing model instances';
+
+-- dbgpt.recommend_question definition
+CREATE TABLE `recommend_question` (
+  `id` bigint(20) unsigned NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gmt_create` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'create time',
+  `gmt_modified` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'last update time',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `question` text DEFAULT NULL COMMENT 'question',
+  `user_code` varchar(255) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) NULL COMMENT 'system app code',
+  `valid` varchar(10) DEFAULT 'true' COMMENT 'is it effective，true/false',
+  `chat_mode` varchar(255) DEFAULT NULL COMMENT 'Conversation scene mode，chat_knowledge...',
+  `params` text DEFAULT NULL COMMENT 'question param',
+  `is_hot_question` varchar(10) DEFAULT 'false' COMMENT 'Is it a popular recommendation question?',
+  PRIMARY KEY (`id`),
+  KEY `idx_rec_q_app_code` (`app_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT="AI application related recommendation issues";
+
+-- dbgpt.user_recent_apps definition
+CREATE TABLE `user_recent_apps` (
+  `id` bigint(20) unsigned NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gmt_create` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'create time',
+  `gmt_modified` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'last update time',
+  `app_code` varchar(255) NOT NULL COMMENT 'AI assistant code',
+  `last_accessed` timestamp NULL DEFAULT NULL COMMENT 'User recent usage time',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  PRIMARY KEY (`id`),
+  KEY `idx_user_r_app_code` (`app_code`),
+  KEY `idx_last_accessed` (`last_accessed`),
+  KEY `idx_user_code` (`user_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='User recently used apps';
+
+-- dbgpt.dbgpt_serve_dbgpts_my definition
+CREATE TABLE `dbgpt_serve_dbgpts_my` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `name` varchar(255)  NOT NULL COMMENT 'plugin name',
+  `user_code` varchar(255)  DEFAULT NULL COMMENT 'user code',
+  `user_name` varchar(255)  DEFAULT NULL COMMENT 'user name',
+  `file_name` varchar(255)  NOT NULL COMMENT 'plugin package file name',
+  `type` varchar(255)  DEFAULT NULL COMMENT 'plugin type',
+  `version` varchar(255)  DEFAULT NULL COMMENT 'plugin version',
+  `use_count` int DEFAULT NULL COMMENT 'plugin total use count',
+  `succ_count` int DEFAULT NULL COMMENT 'plugin total success count',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin install time',
+  `gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `name` (`name`, `user_name`),
+  KEY `ix_my_plugin_sys_code` (`sys_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_dbgpts_hub definition
+CREATE TABLE `dbgpt_serve_dbgpts_hub` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `name` varchar(255) NOT NULL COMMENT 'plugin name',
+  `description` varchar(255)  NULL COMMENT 'plugin description',
+  `author` varchar(255) DEFAULT NULL COMMENT 'plugin author',
+  `email` varchar(255) DEFAULT NULL COMMENT 'plugin author email',
+  `type` varchar(255) DEFAULT NULL COMMENT 'plugin type',
+  `version` varchar(255) DEFAULT NULL COMMENT 'plugin version',
+  `storage_channel` varchar(255) DEFAULT NULL COMMENT 'plugin storage channel',
+  `storage_url` varchar(255) DEFAULT NULL COMMENT 'plugin download url',
+  `download_param` varchar(255) DEFAULT NULL COMMENT 'plugin download param',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin upload time',
+  `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+  `installed` int DEFAULT NULL COMMENT 'plugin already installed count',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.evaluate_manage definition
+CREATE TABLE `evaluate_manage` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `evaluate_code` varchar(256) NOT NULL COMMENT 'evaluate unique code',
+  `scene_key` varchar(100)  DEFAULT NULL COMMENT 'scene key',
+  `scene_value` varchar(256) DEFAULT NULL COMMENT 'scene value',
+  `context` text DEFAULT NULL COMMENT 'context',
+  `evaluate_metrics` varchar(599) DEFAULT NULL COMMENT 'evaluate metrics',
+  `datasets_name` varchar(256) DEFAULT NULL COMMENT 'datasets name',
+  `datasets` text DEFAULT NULL COMMENT 'datasets content',
+  `storage_type` varchar(256) DEFAULT NULL COMMENT 'result storage type',
+  `parallel_num` int DEFAULT NULL COMMENT 'execute parallel thread number',
+  `state` VARCHAR(100) DEFAULT NULL COMMENT 'execute state',
+  `result` text DEFAULT NULL COMMENT 'evaluate result',
+  `log_info` text DEFAULT NULL COMMENT 'evaluate error log',
+  `average_score` text DEFAULT NULL COMMENT 'metrics average score',
+  `user_id` varchar(100) DEFAULT NULL COMMENT 'user id',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'user name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'system code',
+  `gmt_create` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'benchmark create time',
+  `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'benchmark finish time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_evaluate` (`evaluate_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.benchmark_summary definition
+CREATE TABLE `benchmark_summary` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `round_id` int NOT NULL COMMENT 'task round id',
+  `output_path` varchar(512)  NULL COMMENT 'output file path',
+  `right` int DEFAULT NULL COMMENT 'right number',
+  `wrong` int DEFAULT NULL COMMENT 'wrong number',
+  `failed` int DEFAULT NULL COMMENT 'failed number',
+  `exception` int DEFAULT NULL COMMENT 'exception number',
+  `llm_code` varchar(256) DEFAULT NULL COMMENT 'benchmark llm code',
+  `evaluate_code` varchar(256) DEFAULT NULL COMMENT 'benchmark evaluate code',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'benchmark create time',
+  `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'benchmark finish time',
+  PRIMARY KEY (`id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+
+CREATE
+DATABASE IF NOT EXISTS EXAMPLE_1;
+use EXAMPLE_1;
+CREATE TABLE IF NOT EXISTS `users`
+(
+    `id`       int         NOT NULL AUTO_INCREMENT,
+    `username` varchar(50) NOT NULL COMMENT '用户名',
+    `password` varchar(50) NOT NULL COMMENT '密码',
+    `email`    varchar(50) NOT NULL COMMENT '邮箱',
+    `phone`    varchar(20) DEFAULT NULL COMMENT '电话',
+    PRIMARY KEY (`id`),
+    KEY        `idx_username` (`username`) COMMENT '索引：按用户名查询'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='聊天用户表';
+
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_1', 'password_1', 'user_1@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_2', 'password_2', 'user_2@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_3', 'password_3', 'user_3@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_4', 'password_4', 'user_4@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_5', 'password_5', 'user_5@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_6', 'password_6', 'user_6@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_7', 'password_7', 'user_7@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_8', 'password_8', 'user_8@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_9', 'password_9', 'user_9@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_10', 'password_10', 'user_10@example.com', '12345678900');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_11', 'password_11', 'user_11@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_12', 'password_12', 'user_12@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_13', 'password_13', 'user_13@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_14', 'password_14', 'user_14@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_15', 'password_15', 'user_15@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_16', 'password_16', 'user_16@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_17', 'password_17', 'user_17@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_18', 'password_18', 'user_18@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_19', 'password_19', 'user_19@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_20', 'password_20', 'user_20@example.com', '12345678900');

assets/schema/upgrade/v0_8_0/upgrade_to_v0.8.0.sql

@@ -0,0 +1,15 @@
+-- From 0.7.x to 0.8.0, we have the following changes:
+USE dbgpt;
+
+-- share_links, Store conversation share link tokens
+CREATE TABLE `share_links` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Primary key',
+  `token` varchar(64) NOT NULL COMMENT 'Unique random share token',
+  `conv_uid` varchar(255) NOT NULL COMMENT 'The conversation uid being shared',
+  `created_by` varchar(255) DEFAULT NULL COMMENT 'User who created the share link',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'Creation time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_share_token` (`token`),
+  KEY `ix_share_links_token` (`token`),
+  KEY `ix_share_links_conv_uid` (`conv_uid`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Conversation share link table';

assets/schema/upgrade/v0_8_0/v0.8.0.sql

@@ -0,0 +1,637 @@
+-- You can change `dbgpt` to your actual metadata database name in your `.env` file
+-- eg. `LOCAL_DB_NAME=dbgpt`
+
+CREATE
+DATABASE IF NOT EXISTS dbgpt;
+use dbgpt;
+
+-- For alembic migration tool
+CREATE TABLE IF NOT EXISTS `alembic_version`
+(
+    version_num VARCHAR(32) NOT NULL,
+    CONSTRAINT alembic_version_pkc PRIMARY KEY (version_num)
+) DEFAULT CHARSET=utf8mb4 ;
+
+CREATE TABLE IF NOT EXISTS `knowledge_space`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `name`         varchar(100) NOT NULL COMMENT 'knowledge space name',
+    `vector_type`  varchar(50)  NOT NULL COMMENT 'vector type',
+    `domain_type`  varchar(50)  NOT NULL COMMENT 'domain type',
+    `desc`         varchar(500) NOT NULL COMMENT 'description',
+    `owner`        varchar(100) DEFAULT NULL COMMENT 'owner',
+    `context`      TEXT         DEFAULT NULL COMMENT 'context argument',
+    `gmt_created`  TIMESTAMP    DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_name` (`name`) COMMENT 'index:idx_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge space table';
+
+CREATE TABLE IF NOT EXISTS `knowledge_document`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `doc_token`    varchar(100) NULL COMMENT 'doc token',
+    `space`        varchar(50)  NOT NULL COMMENT 'knowledge space',
+    `chunk_size`   int          NOT NULL COMMENT 'chunk size',
+    `last_sync`    TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'last sync time',
+    `status`       varchar(50)  NOT NULL COMMENT 'status TODO,RUNNING,FAILED,FINISHED',
+    `content`      LONGTEXT     NOT NULL COMMENT 'knowledge embedding sync result',
+    `result`       TEXT NULL COMMENT 'knowledge content',
+    `questions`    TEXT NULL COMMENT 'document related questions',
+    `vector_ids`   LONGTEXT NULL COMMENT 'vector_ids',
+    `summary`      LONGTEXT NULL COMMENT 'knowledge summary',
+    `gmt_created`  TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_doc_name` (`doc_name`) COMMENT 'index:idx_doc_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document table';
+
+CREATE TABLE IF NOT EXISTS `document_chunk`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `document_id`  int          NOT NULL COMMENT 'document parent id',
+    `content`      longtext     NOT NULL COMMENT 'chunk content',
+    `questions`    text         NULL COMMENT 'chunk related questions',
+    `meta_info`    text NOT NULL COMMENT 'metadata info',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_document_id` (`document_id`) COMMENT 'index:document_id'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document chunk detail';
+
+
+CREATE TABLE IF NOT EXISTS `connect_config`
+(
+    `id`       int          NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `db_type`  varchar(255) NOT NULL COMMENT 'db type',
+    `db_name`  varchar(255) NOT NULL COMMENT 'db name',
+    `db_path`  varchar(255) DEFAULT NULL COMMENT 'file db path',
+    `db_host`  varchar(255) DEFAULT NULL COMMENT 'db connect host(not file db)',
+    `db_port`  varchar(255) DEFAULT NULL COMMENT 'db cnnect port(not file db)',
+    `db_user`  varchar(255) DEFAULT NULL COMMENT 'db user',
+    `db_pwd`   varchar(255) DEFAULT NULL COMMENT 'db password',
+    `comment`  text COMMENT 'db comment',
+    `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+    `user_name`  varchar(255) DEFAULT NULL COMMENT 'user name',
+    `user_id`  varchar(255) DEFAULT NULL COMMENT 'user id',
+    `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+    `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+    `ext_config` text COMMENT 'Extended configuration, json format',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_db` (`db_name`),
+    KEY        `idx_q_db_type` (`db_type`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT 'Connection confi';
+
+CREATE TABLE IF NOT EXISTS `chat_history`
+(
+    `id`        int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`  varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `chat_mode` varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation scene mode',
+    `summary`   longtext COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record summary',
+    `user_name` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'interlocutor',
+    `messages`  text COLLATE utf8mb4_unicode_ci COMMENT 'Conversation details',
+    `message_ids` text COLLATE utf8mb4_unicode_ci COMMENT 'Message id list, split by comma',
+    `app_code` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'App unique code',
+    `sys_code`  varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `conv_uid` (`conv_uid`),
+    PRIMARY KEY (`id`),
+    KEY `idx_chat_his_app_code` (`app_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history';
+
+CREATE TABLE IF NOT EXISTS `chat_history_message`
+(
+    `id`             int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`       varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `index`          int                                     NOT NULL COMMENT 'Message index',
+    `round_index`    int                                     NOT NULL COMMENT 'Round of conversation',
+    `message_detail` longtext COLLATE utf8mb4_unicode_ci COMMENT 'Message details, json format',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `message_uid_index` (`conv_uid`, `index`),
+    PRIMARY KEY (`id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history message';
+
+
+CREATE TABLE IF NOT EXISTS `chat_feed_back`
+(
+    `id`              bigint(20) NOT NULL AUTO_INCREMENT,
+    `conv_uid`        varchar(128) DEFAULT NULL COMMENT 'Conversation ID',
+    `conv_index`      int(4) DEFAULT NULL COMMENT 'Round of conversation',
+    `score`           int(1) DEFAULT NULL COMMENT 'Score of user',
+    `ques_type`       varchar(32)  DEFAULT NULL COMMENT 'User question category',
+    `question`        longtext     DEFAULT NULL COMMENT 'User question',
+    `knowledge_space` varchar(128) DEFAULT NULL COMMENT 'Knowledge space name',
+    `messages`        longtext     DEFAULT NULL COMMENT 'The details of user feedback',
+    `message_id`      varchar(255)  NULL COMMENT 'Message id',
+    `feedback_type`   varchar(50)  NULL COMMENT 'Feedback type like or unlike',
+    `reason_types`    varchar(255)  NULL COMMENT 'Feedback reason categories',
+    `remark`          text          NULL COMMENT 'Feedback remark',
+    `user_code`       varchar(128)  NULL COMMENT 'User code',
+    `user_name`       varchar(128) DEFAULT NULL COMMENT 'User name',
+    `gmt_created`     timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`    timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_conv` (`conv_uid`,`conv_index`),
+    KEY               `idx_conv` (`conv_uid`,`conv_index`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='User feedback table';
+
+
+CREATE TABLE IF NOT EXISTS `my_plugin`
+(
+    `id`          int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `tenant`      varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user tenant',
+    `user_code`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'user code',
+    `user_name`   varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user name',
+    `name`        varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `file_name`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin package file name',
+    `type`        varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `use_count`   int                                     DEFAULT NULL COMMENT 'plugin total use count',
+    `succ_count`  int                                     DEFAULT NULL COMMENT 'plugin total success count',
+    `sys_code`    varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created` TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin install time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='User plugin table';
+
+CREATE TABLE IF NOT EXISTS `plugin_hub`
+(
+    `id`              int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `name`            varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `description`     varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin description',
+    `author`          varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author',
+    `email`           varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author email',
+    `type`            varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`         varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `storage_channel` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin storage channel',
+    `storage_url`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download url',
+    `download_param`  varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download param',
+    `gmt_created`     TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin upload time',
+    `installed`       int                                     DEFAULT NULL COMMENT 'plugin already installed count',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Plugin Hub table';
+
+
+CREATE TABLE IF NOT EXISTS `prompt_manage`
+(
+    `id`             int(11) NOT NULL AUTO_INCREMENT,
+    `chat_scene`     varchar(100) DEFAULT NULL COMMENT 'Chat scene',
+    `sub_chat_scene` varchar(100) DEFAULT NULL COMMENT 'Sub chat scene',
+    `prompt_type`    varchar(100) DEFAULT NULL COMMENT 'Prompt type: common or private',
+    `prompt_name`    varchar(256) DEFAULT NULL COMMENT 'prompt name',
+    `prompt_code`    varchar(256) DEFAULT NULL COMMENT 'prompt code',
+    `content`        longtext COMMENT 'Prompt content',
+    `input_variables` varchar(1024) DEFAULT NULL COMMENT 'Prompt input variables(split by comma))',
+    `response_schema` text  DEFAULT NULL COMMENT 'Prompt response schema',
+    `model` varchar(128) DEFAULT NULL COMMENT 'Prompt model name(we can use different models for different prompt)',
+    `prompt_language` varchar(32) DEFAULT NULL COMMENT 'Prompt language(eg:en, zh-cn)',
+    `prompt_format` varchar(32) DEFAULT 'f-string' COMMENT 'Prompt format(eg: f-string, jinja2)',
+    `prompt_desc`    varchar(512) DEFAULT NULL COMMENT 'Prompt description',
+    `user_code`     varchar(128) DEFAULT NULL COMMENT 'User code',
+    `user_name`      varchar(128) DEFAULT NULL COMMENT 'User name',
+    `sys_code`       varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`    timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`   timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `prompt_name_uiq` (`prompt_name`, `sys_code`, `prompt_language`, `model`),
+    KEY              `gmt_created_idx` (`gmt_created`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Prompt management table';
+
+
+
+ CREATE TABLE IF NOT EXISTS `gpts_conversations` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `user_goal` text NOT NULL COMMENT 'User''s goals content',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'The gpts name',
+  `state` varchar(255) DEFAULT NULL COMMENT 'The gpts state',
+  `max_auto_reply_round` int(11) NOT NULL COMMENT 'max auto reply round',
+  `auto_reply_count` int(11) NOT NULL COMMENT 'auto reply count',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app ',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NULL COMMENT 'agent team work mode',
+
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_conversations` (`conv_id`),
+  KEY `idx_gpts_name` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt conversations";
+
+CREATE TABLE IF NOT EXISTS `gpts_instance` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `gpts_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `resource_db` text COMMENT 'List of structured database names contained in the current gpts',
+  `resource_internet` text COMMENT 'Is it possible to retrieve information from the internet',
+  `resource_knowledge` text COMMENT 'List of unstructured database names contained in the current gpts',
+  `gpts_agents` varchar(1000) DEFAULT NULL COMMENT 'List of agents names contained in the current gpts',
+  `gpts_models` varchar(1000) DEFAULT NULL COMMENT 'List of llm model names contained in the current gpts',
+  `language` varchar(100) DEFAULT NULL COMMENT 'gpts language',
+  `user_code` varchar(255) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `is_sustainable` tinyint(1) NOT NULL COMMENT 'Applications for sustainable dialogue',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts instance";
+
+CREATE TABLE `gpts_messages` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sender` varchar(255) NOT NULL COMMENT 'Who speaking in the current conversation turn',
+  `receiver` varchar(255) NOT NULL COMMENT 'Who receive message in the current conversation turn',
+  `model_name` varchar(255) DEFAULT NULL COMMENT 'message generate model',
+  `rounds` int(11) NOT NULL COMMENT 'dialogue turns',
+  `is_success` int(4)  NULL DEFAULT 0 COMMENT 'agent message is success',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `content` longtext COMMENT 'Content of the speech',
+  `current_goal` text COMMENT 'The target corresponding to the current message',
+  `context` text COMMENT 'Current conversation context',
+  `review_info` text COMMENT 'Current conversation review info',
+  `action_report` longtext COMMENT 'Current conversation action report',
+  `resource_info` text DEFAULT NULL  COMMENT 'Current conversation resource info',
+  `role` varchar(255) DEFAULT NULL COMMENT 'The role of the current message content',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_q_messages` (`conv_id`,`rounds`,`sender`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts message";
+
+
+CREATE TABLE `gpts_plans` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sub_task_num` int(11) NOT NULL COMMENT 'Subtask number',
+  `sub_task_title` varchar(255) NOT NULL COMMENT 'subtask title',
+  `sub_task_content` text NOT NULL COMMENT 'subtask content',
+  `sub_task_agent` varchar(255) DEFAULT NULL COMMENT 'Available agents corresponding to subtasks',
+  `resource_name` varchar(255) DEFAULT NULL COMMENT 'resource name',
+  `rely` varchar(255) DEFAULT NULL COMMENT 'Subtask dependencies，like: 1,2,3',
+  `agent_model` varchar(255) DEFAULT NULL COMMENT 'LLM model used by subtask processing agents',
+  `retry_times` int(11) DEFAULT NULL COMMENT 'number of retries',
+  `max_retry_times` int(11) DEFAULT NULL COMMENT 'Maximum number of retries',
+  `state` varchar(255) DEFAULT NULL COMMENT 'subtask status',
+  `result` longtext COMMENT 'subtask result',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_sub_task` (`conv_id`,`sub_task_num`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt plan";
+
+-- dbgpt.dbgpt_serve_flow definition
+CREATE TABLE `dbgpt_serve_flow` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `uid` varchar(128) NOT NULL COMMENT 'Unique id',
+  `dag_id` varchar(128) DEFAULT NULL COMMENT 'DAG id',
+  `name` varchar(128) DEFAULT NULL COMMENT 'Flow name',
+  `flow_data` longtext COMMENT 'Flow data, JSON format',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT NULL COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT NULL COMMENT 'Record update time',
+  `flow_category` varchar(64) DEFAULT NULL COMMENT 'Flow category',
+  `description` varchar(512) DEFAULT NULL COMMENT 'Flow description',
+  `state` varchar(32) DEFAULT NULL COMMENT 'Flow state',
+  `error_message` varchar(512) NULL comment 'Error message',
+  `source` varchar(64) DEFAULT NULL COMMENT 'Flow source',
+  `source_url` varchar(512) DEFAULT NULL COMMENT 'Flow source url',
+  `version` varchar(32) DEFAULT NULL COMMENT 'Flow version',
+  `define_type` varchar(32) null comment 'Flow define type(json or python)',
+  `label` varchar(128) DEFAULT NULL COMMENT 'Flow label',
+  `editable` int DEFAULT NULL COMMENT 'Editable, 0: editable, 1: not editable',
+  `variables` text DEFAULT NULL COMMENT 'Flow variables, JSON format',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_sys_code` (`sys_code`),
+  KEY `ix_dbgpt_serve_flow_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_dag_id` (`dag_id`),
+  KEY `ix_dbgpt_serve_flow_user_name` (`user_name`),
+  KEY `ix_dbgpt_serve_flow_name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_file definition
+CREATE TABLE `dbgpt_serve_file` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `bucket` varchar(255) NOT NULL COMMENT 'Bucket name',
+  `file_id` varchar(255) NOT NULL COMMENT 'File id',
+  `file_name` varchar(256) NOT NULL COMMENT 'File name',
+  `file_size` int DEFAULT NULL COMMENT 'File size',
+  `storage_type` varchar(32) NOT NULL COMMENT 'Storage type',
+  `storage_path` varchar(512) NOT NULL COMMENT 'Storage path',
+  `uri` varchar(512) NOT NULL COMMENT 'File URI',
+  `custom_metadata` text DEFAULT NULL COMMENT 'Custom metadata, JSON format',
+  `file_hash` varchar(128) DEFAULT NULL COMMENT 'File hash',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_bucket_file_id` (`bucket`, `file_id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_variables definition
+CREATE TABLE `dbgpt_serve_variables` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `key` varchar(128) NOT NULL COMMENT 'Variable key',
+  `name` varchar(128) DEFAULT NULL COMMENT 'Variable name',
+  `label` varchar(128) DEFAULT NULL COMMENT 'Variable label',
+  `value` text DEFAULT NULL COMMENT 'Variable value, JSON format',
+  `value_type` varchar(32) DEFAULT NULL COMMENT 'Variable value type(string, int, float, bool)',
+  `category` varchar(32) DEFAULT 'common' COMMENT 'Variable category(common or secret)',
+  `encryption_method` varchar(32) DEFAULT NULL COMMENT 'Variable encryption method(fernet, simple, rsa, aes)',
+  `salt` varchar(128) DEFAULT NULL COMMENT 'Variable salt',
+  `scope` varchar(32) DEFAULT 'global' COMMENT 'Variable scope(global,flow,app,agent,datasource,flow_priv,agent_priv, ""etc)',
+  `scope_key` varchar(256) DEFAULT NULL COMMENT 'Variable scope key, default is empty, for scope is "flow_priv", the scope_key is dag id of flow',
+  `enabled` int DEFAULT 1 COMMENT 'Variable enabled, 0: disabled, 1: enabled',
+  `description` text DEFAULT NULL COMMENT 'Variable description',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  KEY `ix_your_table_name_key` (`key`),
+  KEY `ix_your_table_name_name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+CREATE TABLE `dbgpt_serve_model` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `host` varchar(255) NOT NULL COMMENT 'The model worker host',
+  `port` int NOT NULL COMMENT 'The model worker port',
+  `model` varchar(255) NOT NULL COMMENT 'The model name',
+  `provider` varchar(255) NOT NULL COMMENT 'The model provider',
+  `worker_type` varchar(255) NOT NULL COMMENT 'The worker type',
+  `params` text NOT NULL COMMENT 'The model parameters, JSON format',
+  `enabled` int DEFAULT 1 COMMENT 'Whether the model is enabled, if it is enabled, it will be started when the system starts, 1 is enabled, 0 is disabled',
+  `worker_name` varchar(255) DEFAULT NULL COMMENT 'The worker name',
+  `description` text DEFAULT NULL COMMENT 'The model description',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_user_name` (`user_name`),
+  KEY `idx_sys_code` (`sys_code`),
+  UNIQUE KEY `uk_model_provider_type` (`model`, `provider`, `worker_type`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Model persistence table';
+
+-- dbgpt.gpts_app definition
+CREATE TABLE `gpts_app` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `app_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `language` varchar(100) NOT NULL COMMENT 'gpts language',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `team_context` text COMMENT 'The execution logic and team member content that teams with different working modes rely on',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `icon` varchar(1024) DEFAULT NULL COMMENT 'app icon, url',
+  `published` varchar(64) DEFAULT 'false' COMMENT 'Has it been published?',
+  `param_need` text DEFAULT NULL COMMENT 'Parameter information supported by the application',
+  `admins` text DEFAULT NULL COMMENT 'administrator',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app` (`app_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+CREATE TABLE `gpts_app_collection` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `user_code` int(11) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_app_code` (`app_code`),
+  KEY `idx_user_code` (`user_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt collections";
+
+-- dbgpt.gpts_app_detail definition
+CREATE TABLE `gpts_app_detail` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `agent_name` varchar(255) NOT NULL COMMENT ' Agent name',
+  `node_id` varchar(255) NOT NULL COMMENT 'Current AI assistant Agent Node id',
+  `resources` text COMMENT 'Agent bind  resource',
+  `prompt_template` text COMMENT 'Agent bind  template',
+  `llm_strategy` varchar(25) DEFAULT NULL COMMENT 'Agent use llm strategy',
+  `llm_strategy_value` text COMMENT 'Agent use llm strategy value',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app_agent_node` (`app_name`,`agent_name`,`node_id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+
+-- For deploy model cluster of DB-GPT(StorageModelRegistry)
+CREATE TABLE IF NOT EXISTS `dbgpt_cluster_registry_instance` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `model_name` varchar(128) NOT NULL COMMENT 'Model name',
+  `host` varchar(128) NOT NULL COMMENT 'Host of the model',
+  `port` int(11) NOT NULL COMMENT 'Port of the model',
+  `weight` float DEFAULT 1.0 COMMENT 'Weight of the model',
+  `check_healthy` tinyint(1) DEFAULT 1 COMMENT 'Whether to check the health of the model',
+  `healthy` tinyint(1) DEFAULT 0 COMMENT 'Whether the model is healthy',
+  `enabled` tinyint(1) DEFAULT 1 COMMENT 'Whether the model is enabled',
+  `prompt_template` varchar(128) DEFAULT NULL COMMENT 'Prompt template for the model instance',
+  `last_heartbeat` datetime DEFAULT NULL COMMENT 'Last heartbeat time of the model instance',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_model_instance` (`model_name`, `host`, `port`, `sys_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='Cluster model instance table, for registering and managing model instances';
+
+-- dbgpt.recommend_question definition
+CREATE TABLE `recommend_question` (
+  `id` bigint(20) unsigned NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gmt_create` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'create time',
+  `gmt_modified` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'last update time',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `question` text DEFAULT NULL COMMENT 'question',
+  `user_code` varchar(255) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) NULL COMMENT 'system app code',
+  `valid` varchar(10) DEFAULT 'true' COMMENT 'is it effective，true/false',
+  `chat_mode` varchar(255) DEFAULT NULL COMMENT 'Conversation scene mode，chat_knowledge...',
+  `params` text DEFAULT NULL COMMENT 'question param',
+  `is_hot_question` varchar(10) DEFAULT 'false' COMMENT 'Is it a popular recommendation question?',
+  PRIMARY KEY (`id`),
+  KEY `idx_rec_q_app_code` (`app_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT="AI application related recommendation issues";
+
+-- dbgpt.user_recent_apps definition
+CREATE TABLE `user_recent_apps` (
+  `id` bigint(20) unsigned NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gmt_create` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'create time',
+  `gmt_modified` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'last update time',
+  `app_code` varchar(255) NOT NULL COMMENT 'AI assistant code',
+  `last_accessed` timestamp NULL DEFAULT NULL COMMENT 'User recent usage time',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  PRIMARY KEY (`id`),
+  KEY `idx_user_r_app_code` (`app_code`),
+  KEY `idx_last_accessed` (`last_accessed`),
+  KEY `idx_user_code` (`user_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='User recently used apps';
+
+-- dbgpt.dbgpt_serve_dbgpts_my definition
+CREATE TABLE `dbgpt_serve_dbgpts_my` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `name` varchar(255)  NOT NULL COMMENT 'plugin name',
+  `user_code` varchar(255)  DEFAULT NULL COMMENT 'user code',
+  `user_name` varchar(255)  DEFAULT NULL COMMENT 'user name',
+  `file_name` varchar(255)  NOT NULL COMMENT 'plugin package file name',
+  `type` varchar(255)  DEFAULT NULL COMMENT 'plugin type',
+  `version` varchar(255)  DEFAULT NULL COMMENT 'plugin version',
+  `use_count` int DEFAULT NULL COMMENT 'plugin total use count',
+  `succ_count` int DEFAULT NULL COMMENT 'plugin total success count',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin install time',
+  `gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `name` (`name`, `user_name`),
+  KEY `ix_my_plugin_sys_code` (`sys_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_dbgpts_hub definition
+CREATE TABLE `dbgpt_serve_dbgpts_hub` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `name` varchar(255) NOT NULL COMMENT 'plugin name',
+  `description` varchar(255)  NULL COMMENT 'plugin description',
+  `author` varchar(255) DEFAULT NULL COMMENT 'plugin author',
+  `email` varchar(255) DEFAULT NULL COMMENT 'plugin author email',
+  `type` varchar(255) DEFAULT NULL COMMENT 'plugin type',
+  `version` varchar(255) DEFAULT NULL COMMENT 'plugin version',
+  `storage_channel` varchar(255) DEFAULT NULL COMMENT 'plugin storage channel',
+  `storage_url` varchar(255) DEFAULT NULL COMMENT 'plugin download url',
+  `download_param` varchar(255) DEFAULT NULL COMMENT 'plugin download param',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin upload time',
+  `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+  `installed` int DEFAULT NULL COMMENT 'plugin already installed count',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.evaluate_manage definition
+CREATE TABLE `evaluate_manage` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `evaluate_code` varchar(256) NOT NULL COMMENT 'evaluate unique code',
+  `scene_key` varchar(100)  DEFAULT NULL COMMENT 'scene key',
+  `scene_value` varchar(256) DEFAULT NULL COMMENT 'scene value',
+  `context` text DEFAULT NULL COMMENT 'context',
+  `evaluate_metrics` varchar(599) DEFAULT NULL COMMENT 'evaluate metrics',
+  `datasets_name` varchar(256) DEFAULT NULL COMMENT 'datasets name',
+  `datasets` text DEFAULT NULL COMMENT 'datasets content',
+  `storage_type` varchar(256) DEFAULT NULL COMMENT 'result storage type',
+  `parallel_num` int DEFAULT NULL COMMENT 'execute parallel thread number',
+  `state` VARCHAR(100) DEFAULT NULL COMMENT 'execute state',
+  `result` text DEFAULT NULL COMMENT 'evaluate result',
+  `log_info` text DEFAULT NULL COMMENT 'evaluate error log',
+  `average_score` text DEFAULT NULL COMMENT 'metrics average score',
+  `user_id` varchar(100) DEFAULT NULL COMMENT 'user id',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'user name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'system code',
+  `gmt_create` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'benchmark create time',
+  `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'benchmark finish time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_evaluate` (`evaluate_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.benchmark_summary definition
+CREATE TABLE `benchmark_summary` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `round_id` int NOT NULL COMMENT 'task round id',
+  `output_path` varchar(512)  NULL COMMENT 'output file path',
+  `right` int DEFAULT NULL COMMENT 'right number',
+  `wrong` int DEFAULT NULL COMMENT 'wrong number',
+  `failed` int DEFAULT NULL COMMENT 'failed number',
+  `exception` int DEFAULT NULL COMMENT 'exception number',
+  `llm_code` varchar(256) DEFAULT NULL COMMENT 'benchmark llm code',
+  `evaluate_code` varchar(256) DEFAULT NULL COMMENT 'benchmark evaluate code',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'benchmark create time',
+  `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'benchmark finish time',
+  PRIMARY KEY (`id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.share_links definition
+CREATE TABLE `share_links` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Primary key',
+  `token` varchar(64) NOT NULL COMMENT 'Unique random share token',
+  `conv_uid` varchar(255) NOT NULL COMMENT 'The conversation uid being shared',
+  `created_by` varchar(255) DEFAULT NULL COMMENT 'User who created the share link',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'Creation time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_share_token` (`token`),
+  KEY `ix_share_links_token` (`token`),
+  KEY `ix_share_links_conv_uid` (`conv_uid`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Conversation share link table';
+
+
+CREATE
+DATABASE IF NOT EXISTS EXAMPLE_1;
+use EXAMPLE_1;
+CREATE TABLE IF NOT EXISTS `users`
+(
+    `id`       int         NOT NULL AUTO_INCREMENT,
+    `username` varchar(50) NOT NULL COMMENT '用户名',
+    `password` varchar(50) NOT NULL COMMENT '密码',
+    `email`    varchar(50) NOT NULL COMMENT '邮箱',
+    `phone`    varchar(20) DEFAULT NULL COMMENT '电话',
+    PRIMARY KEY (`id`),
+    KEY        `idx_username` (`username`) COMMENT '索引：按用户名查询'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='聊天用户表';
+
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_1', 'password_1', 'user_1@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_2', 'password_2', 'user_2@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_3', 'password_3', 'user_3@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_4', 'password_4', 'user_4@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_5', 'password_5', 'user_5@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_6', 'password_6', 'user_6@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_7', 'password_7', 'user_7@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_8', 'password_8', 'user_8@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_9', 'password_9', 'user_9@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_10', 'password_10', 'user_10@example.com', '12345678900');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_11', 'password_11', 'user_11@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_12', 'password_12', 'user_12@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_13', 'password_13', 'user_13@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_14', 'password_14', 'user_14@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_15', 'password_15', 'user_15@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_16', 'password_16', 'user_16@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_17', 'password_17', 'user_17@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_18', 'password_18', 'user_18@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_19', 'password_19', 'user_19@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_20', 'password_20', 'user_20@example.com', '12345678900');

assets/schema/upgrade/v0_8_1/upgrade_to_v0.8.1.sql

@@ -0,0 +1,61 @@
+-- From 0.8.0 to 0.8.1, we have the following changes:
+USE dbgpt;
+
+ALTER TABLE gpts_messages MODIFY COLUMN content longtext COMMENT 'Content of the speech';
+
+-- connector_instance, Persist MCP connector instances (encrypted credentials, transport/extra config, lifecycle status)
+CREATE TABLE IF NOT EXISTS `connector_instance` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `connector_id` varchar(64) NOT NULL COMMENT 'Connector UUID',
+  `connector_type` varchar(64) NOT NULL COMMENT 'Connector type, e.g. yuque, feishu, custom_mcp',
+  `display_name` varchar(256) DEFAULT NULL COMMENT 'Display name',
+  `encrypted_credentials` text COMMENT 'Encrypted credentials JSON',
+  `encryption_salt` varchar(256) DEFAULT NULL COMMENT 'Encryption salt',
+  `status` varchar(32) DEFAULT NULL COMMENT 'Status: active / error / disconnected / needs_reactivation',
+  `config_json` text COMMENT 'Extra config JSON (server_uri, transport, description, auth_type, header_name, ...)',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` DATETIME DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` DATETIME DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_connector_instance_connector_id` (`connector_id`),
+  KEY `ix_connector_instance_user_name` (`user_name`),
+  KEY `ix_connector_instance_sys_code` (`sys_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='MCP connector instance table';
+
+-- dbgpt_serve_scheduled_task, Scheduled task definitions (cron-based chat replay tasks)
+CREATE TABLE IF NOT EXISTS `dbgpt_serve_scheduled_task` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `task_id` varchar(64) NOT NULL COMMENT 'Task UUID',
+  `task_name` varchar(256) NOT NULL COMMENT 'Task name',
+  `description` text DEFAULT NULL COMMENT 'Task description',
+  `task_type` varchar(32) NOT NULL DEFAULT 'chat_replay' COMMENT 'Task type, e.g. chat_replay',
+  `cron_expression` varchar(128) NOT NULL COMMENT 'Cron expression for scheduling',
+  `payload_json` text NOT NULL COMMENT 'Frozen conversation snapshot JSON',
+  `enabled` tinyint(1) NOT NULL DEFAULT 1 COMMENT 'Whether the task is enabled, 1: enabled, 0: disabled',
+  `created_at` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `updated_at` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_scheduled_task_task_id` (`task_id`),
+  KEY `ix_scheduled_task_task_type` (`task_type`),
+  KEY `ix_scheduled_task_user_name` (`user_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Scheduled task definition table';
+
+-- dbgpt_serve_scheduled_run, Scheduled task execution history (run records for each task trigger)
+CREATE TABLE IF NOT EXISTS `dbgpt_serve_scheduled_run` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `run_id` varchar(64) NOT NULL COMMENT 'Run UUID',
+  `task_id` varchar(64) NOT NULL COMMENT 'Associated task UUID',
+  `started_at` datetime NOT NULL COMMENT 'Run start time',
+  `finished_at` datetime DEFAULT NULL COMMENT 'Run finish time',
+  `status` varchar(32) NOT NULL COMMENT 'Run status: running / success / failed / timeout',
+  `result_summary` text DEFAULT NULL COMMENT 'Result summary',
+  `error_message` text DEFAULT NULL COMMENT 'Error message if failed',
+  `output_conv_uid` varchar(64) DEFAULT NULL COMMENT 'Output conversation UID generated by this run',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_scheduled_run_run_id` (`run_id`),
+  KEY `ix_scheduled_run_task_id` (`task_id`),
+  KEY `ix_scheduled_run_started_at` (`started_at`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Scheduled task execution history table';

assets/schema/upgrade/v0_8_1/v0.8.1.sql

@@ -0,0 +1,694 @@
+-- You can change `dbgpt` to your actual metadata database name in your `.env` file
+-- eg. `LOCAL_DB_NAME=dbgpt`
+
+CREATE
+DATABASE IF NOT EXISTS dbgpt;
+use dbgpt;
+
+-- For alembic migration tool
+CREATE TABLE IF NOT EXISTS `alembic_version`
+(
+    version_num VARCHAR(32) NOT NULL,
+    CONSTRAINT alembic_version_pkc PRIMARY KEY (version_num)
+) DEFAULT CHARSET=utf8mb4 ;
+
+CREATE TABLE IF NOT EXISTS `knowledge_space`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `name`         varchar(100) NOT NULL COMMENT 'knowledge space name',
+    `vector_type`  varchar(50)  NOT NULL COMMENT 'vector type',
+    `domain_type`  varchar(50)  NOT NULL COMMENT 'domain type',
+    `desc`         varchar(500) NOT NULL COMMENT 'description',
+    `owner`        varchar(100) DEFAULT NULL COMMENT 'owner',
+    `context`      TEXT         DEFAULT NULL COMMENT 'context argument',
+    `gmt_created`  TIMESTAMP    DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_name` (`name`) COMMENT 'index:idx_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge space table';
+
+CREATE TABLE IF NOT EXISTS `knowledge_document`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `doc_token`    varchar(100) NULL COMMENT 'doc token',
+    `space`        varchar(50)  NOT NULL COMMENT 'knowledge space',
+    `chunk_size`   int          NOT NULL COMMENT 'chunk size',
+    `last_sync`    TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'last sync time',
+    `status`       varchar(50)  NOT NULL COMMENT 'status TODO,RUNNING,FAILED,FINISHED',
+    `content`      LONGTEXT     NOT NULL COMMENT 'knowledge embedding sync result',
+    `result`       TEXT NULL COMMENT 'knowledge content',
+    `questions`    TEXT NULL COMMENT 'document related questions',
+    `vector_ids`   LONGTEXT NULL COMMENT 'vector_ids',
+    `summary`      LONGTEXT NULL COMMENT 'knowledge summary',
+    `gmt_created`  TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_doc_name` (`doc_name`) COMMENT 'index:idx_doc_name'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document table';
+
+CREATE TABLE IF NOT EXISTS `document_chunk`
+(
+    `id`           int          NOT NULL AUTO_INCREMENT COMMENT 'auto increment id',
+    `doc_name`     varchar(100) NOT NULL COMMENT 'document path name',
+    `doc_type`     varchar(50)  NOT NULL COMMENT 'doc type',
+    `document_id`  int          NOT NULL COMMENT 'document parent id',
+    `content`      longtext     NOT NULL COMMENT 'chunk content',
+    `questions`    text         NULL COMMENT 'chunk related questions',
+    `meta_info`    text NOT NULL COMMENT 'metadata info',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    KEY            `idx_document_id` (`document_id`) COMMENT 'index:document_id'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='knowledge document chunk detail';
+
+
+CREATE TABLE IF NOT EXISTS `connect_config`
+(
+    `id`       int          NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `db_type`  varchar(255) NOT NULL COMMENT 'db type',
+    `db_name`  varchar(255) NOT NULL COMMENT 'db name',
+    `db_path`  varchar(255) DEFAULT NULL COMMENT 'file db path',
+    `db_host`  varchar(255) DEFAULT NULL COMMENT 'db connect host(not file db)',
+    `db_port`  varchar(255) DEFAULT NULL COMMENT 'db cnnect port(not file db)',
+    `db_user`  varchar(255) DEFAULT NULL COMMENT 'db user',
+    `db_pwd`   varchar(255) DEFAULT NULL COMMENT 'db password',
+    `comment`  text COMMENT 'db comment',
+    `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+    `user_name`  varchar(255) DEFAULT NULL COMMENT 'user name',
+    `user_id`  varchar(255) DEFAULT NULL COMMENT 'user id',
+    `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+    `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+    `ext_config` text COMMENT 'Extended configuration, json format',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_db` (`db_name`),
+    KEY        `idx_q_db_type` (`db_type`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT 'Connection confi';
+
+CREATE TABLE IF NOT EXISTS `chat_history`
+(
+    `id`        int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`  varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `chat_mode` varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation scene mode',
+    `summary`   longtext COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record summary',
+    `user_name` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'interlocutor',
+    `messages`  text COLLATE utf8mb4_unicode_ci COMMENT 'Conversation details',
+    `message_ids` text COLLATE utf8mb4_unicode_ci COMMENT 'Message id list, split by comma',
+    `app_code` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'App unique code',
+    `sys_code`  varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `conv_uid` (`conv_uid`),
+    PRIMARY KEY (`id`),
+    KEY `idx_chat_his_app_code` (`app_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history';
+
+CREATE TABLE IF NOT EXISTS `chat_history_message`
+(
+    `id`             int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `conv_uid`       varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'Conversation record unique id',
+    `index`          int                                     NOT NULL COMMENT 'Message index',
+    `round_index`    int                                     NOT NULL COMMENT 'Round of conversation',
+    `message_detail` longtext COLLATE utf8mb4_unicode_ci COMMENT 'Message details, json format',
+    `gmt_created`  timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified` timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    UNIQUE KEY `message_uid_index` (`conv_uid`, `index`),
+    PRIMARY KEY (`id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT 'Chat history message';
+
+
+CREATE TABLE IF NOT EXISTS `chat_feed_back`
+(
+    `id`              bigint(20) NOT NULL AUTO_INCREMENT,
+    `conv_uid`        varchar(128) DEFAULT NULL COMMENT 'Conversation ID',
+    `conv_index`      int(4) DEFAULT NULL COMMENT 'Round of conversation',
+    `score`           int(1) DEFAULT NULL COMMENT 'Score of user',
+    `ques_type`       varchar(32)  DEFAULT NULL COMMENT 'User question category',
+    `question`        longtext     DEFAULT NULL COMMENT 'User question',
+    `knowledge_space` varchar(128) DEFAULT NULL COMMENT 'Knowledge space name',
+    `messages`        longtext     DEFAULT NULL COMMENT 'The details of user feedback',
+    `message_id`      varchar(255)  NULL COMMENT 'Message id',
+    `feedback_type`   varchar(50)  NULL COMMENT 'Feedback type like or unlike',
+    `reason_types`    varchar(255)  NULL COMMENT 'Feedback reason categories',
+    `remark`          text          NULL COMMENT 'Feedback remark',
+    `user_code`       varchar(128)  NULL COMMENT 'User code',
+    `user_name`       varchar(128) DEFAULT NULL COMMENT 'User name',
+    `gmt_created`     timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`    timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `uk_conv` (`conv_uid`,`conv_index`),
+    KEY               `idx_conv` (`conv_uid`,`conv_index`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='User feedback table';
+
+
+CREATE TABLE IF NOT EXISTS `my_plugin`
+(
+    `id`          int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `tenant`      varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user tenant',
+    `user_code`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'user code',
+    `user_name`   varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'user name',
+    `name`        varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `file_name`   varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin package file name',
+    `type`        varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `use_count`   int                                     DEFAULT NULL COMMENT 'plugin total use count',
+    `succ_count`  int                                     DEFAULT NULL COMMENT 'plugin total success count',
+    `sys_code`    varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created` TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin install time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='User plugin table';
+
+CREATE TABLE IF NOT EXISTS `plugin_hub`
+(
+    `id`              int                                     NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+    `name`            varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin name',
+    `description`     varchar(255) COLLATE utf8mb4_unicode_ci NOT NULL COMMENT 'plugin description',
+    `author`          varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author',
+    `email`           varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin author email',
+    `type`            varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin type',
+    `version`         varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin version',
+    `storage_channel` varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin storage channel',
+    `storage_url`     varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download url',
+    `download_param`  varchar(255) COLLATE utf8mb4_unicode_ci DEFAULT NULL COMMENT 'plugin download param',
+    `gmt_created`     TIMESTAMP                               DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin upload time',
+    `installed`       int                                     DEFAULT NULL COMMENT 'plugin already installed count',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Plugin Hub table';
+
+
+CREATE TABLE IF NOT EXISTS `prompt_manage`
+(
+    `id`             int(11) NOT NULL AUTO_INCREMENT,
+    `chat_scene`     varchar(100) DEFAULT NULL COMMENT 'Chat scene',
+    `sub_chat_scene` varchar(100) DEFAULT NULL COMMENT 'Sub chat scene',
+    `prompt_type`    varchar(100) DEFAULT NULL COMMENT 'Prompt type: common or private',
+    `prompt_name`    varchar(256) DEFAULT NULL COMMENT 'prompt name',
+    `prompt_code`    varchar(256) DEFAULT NULL COMMENT 'prompt code',
+    `content`        longtext COMMENT 'Prompt content',
+    `input_variables` varchar(1024) DEFAULT NULL COMMENT 'Prompt input variables(split by comma))',
+    `response_schema` text  DEFAULT NULL COMMENT 'Prompt response schema',
+    `model` varchar(128) DEFAULT NULL COMMENT 'Prompt model name(we can use different models for different prompt)',
+    `prompt_language` varchar(32) DEFAULT NULL COMMENT 'Prompt language(eg:en, zh-cn)',
+    `prompt_format` varchar(32) DEFAULT 'f-string' COMMENT 'Prompt format(eg: f-string, jinja2)',
+    `prompt_desc`    varchar(512) DEFAULT NULL COMMENT 'Prompt description',
+    `user_code`     varchar(128) DEFAULT NULL COMMENT 'User code',
+    `user_name`      varchar(128) DEFAULT NULL COMMENT 'User name',
+    `sys_code`       varchar(128)                            DEFAULT NULL COMMENT 'System code',
+    `gmt_created`    timestamp NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'created time',
+    `gmt_modified`   timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+    PRIMARY KEY (`id`),
+    UNIQUE KEY `prompt_name_uiq` (`prompt_name`, `sys_code`, `prompt_language`, `model`),
+    KEY              `gmt_created_idx` (`gmt_created`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Prompt management table';
+
+
+
+ CREATE TABLE IF NOT EXISTS `gpts_conversations` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `user_goal` text NOT NULL COMMENT 'User''s goals content',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'The gpts name',
+  `state` varchar(255) DEFAULT NULL COMMENT 'The gpts state',
+  `max_auto_reply_round` int(11) NOT NULL COMMENT 'max auto reply round',
+  `auto_reply_count` int(11) NOT NULL COMMENT 'auto reply count',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app ',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NULL COMMENT 'agent team work mode',
+
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_conversations` (`conv_id`),
+  KEY `idx_gpts_name` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt conversations";
+
+CREATE TABLE IF NOT EXISTS `gpts_instance` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gpts_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `gpts_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `resource_db` text COMMENT 'List of structured database names contained in the current gpts',
+  `resource_internet` text COMMENT 'Is it possible to retrieve information from the internet',
+  `resource_knowledge` text COMMENT 'List of unstructured database names contained in the current gpts',
+  `gpts_agents` varchar(1000) DEFAULT NULL COMMENT 'List of agents names contained in the current gpts',
+  `gpts_models` varchar(1000) DEFAULT NULL COMMENT 'List of llm model names contained in the current gpts',
+  `language` varchar(100) DEFAULT NULL COMMENT 'gpts language',
+  `user_code` varchar(255) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `is_sustainable` tinyint(1) NOT NULL COMMENT 'Applications for sustainable dialogue',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts` (`gpts_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts instance";
+
+CREATE TABLE `gpts_messages` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sender` varchar(255) NOT NULL COMMENT 'Who speaking in the current conversation turn',
+  `receiver` varchar(255) NOT NULL COMMENT 'Who receive message in the current conversation turn',
+  `model_name` varchar(255) DEFAULT NULL COMMENT 'message generate model',
+  `rounds` int(11) NOT NULL COMMENT 'dialogue turns',
+  `is_success` int(4)  NULL DEFAULT 0 COMMENT 'agent message is success',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `content` text COMMENT 'Content of the speech',
+  `current_goal` text COMMENT 'The target corresponding to the current message',
+  `context` text COMMENT 'Current conversation context',
+  `review_info` text COMMENT 'Current conversation review info',
+  `action_report` longtext COMMENT 'Current conversation action report',
+  `resource_info` text DEFAULT NULL  COMMENT 'Current conversation resource info',
+  `role` varchar(255) DEFAULT NULL COMMENT 'The role of the current message content',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_q_messages` (`conv_id`,`rounds`,`sender`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpts message";
+
+
+CREATE TABLE `gpts_plans` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `conv_id` varchar(255) NOT NULL COMMENT 'The unique id of the conversation record',
+  `sub_task_num` int(11) NOT NULL COMMENT 'Subtask number',
+  `sub_task_title` varchar(255) NOT NULL COMMENT 'subtask title',
+  `sub_task_content` text NOT NULL COMMENT 'subtask content',
+  `sub_task_agent` varchar(255) DEFAULT NULL COMMENT 'Available agents corresponding to subtasks',
+  `resource_name` varchar(255) DEFAULT NULL COMMENT 'resource name',
+  `rely` varchar(255) DEFAULT NULL COMMENT 'Subtask dependencies，like: 1,2,3',
+  `agent_model` varchar(255) DEFAULT NULL COMMENT 'LLM model used by subtask processing agents',
+  `retry_times` int(11) DEFAULT NULL COMMENT 'number of retries',
+  `max_retry_times` int(11) DEFAULT NULL COMMENT 'Maximum number of retries',
+  `state` varchar(255) DEFAULT NULL COMMENT 'subtask status',
+  `result` longtext COMMENT 'subtask result',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_sub_task` (`conv_id`,`sub_task_num`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt plan";
+
+-- dbgpt.dbgpt_serve_flow definition
+CREATE TABLE `dbgpt_serve_flow` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `uid` varchar(128) NOT NULL COMMENT 'Unique id',
+  `dag_id` varchar(128) DEFAULT NULL COMMENT 'DAG id',
+  `name` varchar(128) DEFAULT NULL COMMENT 'Flow name',
+  `flow_data` longtext COMMENT 'Flow data, JSON format',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT NULL COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT NULL COMMENT 'Record update time',
+  `flow_category` varchar(64) DEFAULT NULL COMMENT 'Flow category',
+  `description` varchar(512) DEFAULT NULL COMMENT 'Flow description',
+  `state` varchar(32) DEFAULT NULL COMMENT 'Flow state',
+  `error_message` varchar(512) NULL comment 'Error message',
+  `source` varchar(64) DEFAULT NULL COMMENT 'Flow source',
+  `source_url` varchar(512) DEFAULT NULL COMMENT 'Flow source url',
+  `version` varchar(32) DEFAULT NULL COMMENT 'Flow version',
+  `define_type` varchar(32) null comment 'Flow define type(json or python)',
+  `label` varchar(128) DEFAULT NULL COMMENT 'Flow label',
+  `editable` int DEFAULT NULL COMMENT 'Editable, 0: editable, 1: not editable',
+  `variables` text DEFAULT NULL COMMENT 'Flow variables, JSON format',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_sys_code` (`sys_code`),
+  KEY `ix_dbgpt_serve_flow_uid` (`uid`),
+  KEY `ix_dbgpt_serve_flow_dag_id` (`dag_id`),
+  KEY `ix_dbgpt_serve_flow_user_name` (`user_name`),
+  KEY `ix_dbgpt_serve_flow_name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_file definition
+CREATE TABLE `dbgpt_serve_file` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `bucket` varchar(255) NOT NULL COMMENT 'Bucket name',
+  `file_id` varchar(255) NOT NULL COMMENT 'File id',
+  `file_name` varchar(256) NOT NULL COMMENT 'File name',
+  `file_size` int DEFAULT NULL COMMENT 'File size',
+  `storage_type` varchar(32) NOT NULL COMMENT 'Storage type',
+  `storage_path` varchar(512) NOT NULL COMMENT 'Storage path',
+  `uri` varchar(512) NOT NULL COMMENT 'File URI',
+  `custom_metadata` text DEFAULT NULL COMMENT 'Custom metadata, JSON format',
+  `file_hash` varchar(128) DEFAULT NULL COMMENT 'File hash',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_bucket_file_id` (`bucket`, `file_id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_variables definition
+CREATE TABLE `dbgpt_serve_variables` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `key` varchar(128) NOT NULL COMMENT 'Variable key',
+  `name` varchar(128) DEFAULT NULL COMMENT 'Variable name',
+  `label` varchar(128) DEFAULT NULL COMMENT 'Variable label',
+  `value` text DEFAULT NULL COMMENT 'Variable value, JSON format',
+  `value_type` varchar(32) DEFAULT NULL COMMENT 'Variable value type(string, int, float, bool)',
+  `category` varchar(32) DEFAULT 'common' COMMENT 'Variable category(common or secret)',
+  `encryption_method` varchar(32) DEFAULT NULL COMMENT 'Variable encryption method(fernet, simple, rsa, aes)',
+  `salt` varchar(128) DEFAULT NULL COMMENT 'Variable salt',
+  `scope` varchar(32) DEFAULT 'global' COMMENT 'Variable scope(global,flow,app,agent,datasource,flow_priv,agent_priv, ""etc)',
+  `scope_key` varchar(256) DEFAULT NULL COMMENT 'Variable scope key, default is empty, for scope is "flow_priv", the scope_key is dag id of flow',
+  `enabled` int DEFAULT 1 COMMENT 'Variable enabled, 0: disabled, 1: enabled',
+  `description` text DEFAULT NULL COMMENT 'Variable description',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  KEY `ix_your_table_name_key` (`key`),
+  KEY `ix_your_table_name_name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+CREATE TABLE `dbgpt_serve_model` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `host` varchar(255) NOT NULL COMMENT 'The model worker host',
+  `port` int NOT NULL COMMENT 'The model worker port',
+  `model` varchar(255) NOT NULL COMMENT 'The model name',
+  `provider` varchar(255) NOT NULL COMMENT 'The model provider',
+  `worker_type` varchar(255) NOT NULL COMMENT 'The worker type',
+  `params` text NOT NULL COMMENT 'The model parameters, JSON format',
+  `enabled` int DEFAULT 1 COMMENT 'Whether the model is enabled, if it is enabled, it will be started when the system starts, 1 is enabled, 0 is disabled',
+  `worker_name` varchar(255) DEFAULT NULL COMMENT 'The worker name',
+  `description` text DEFAULT NULL COMMENT 'The model description',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_user_name` (`user_name`),
+  KEY `idx_sys_code` (`sys_code`),
+  UNIQUE KEY `uk_model_provider_type` (`model`, `provider`, `worker_type`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Model persistence table';
+
+-- dbgpt.gpts_app definition
+CREATE TABLE `gpts_app` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `app_describe` varchar(2255) NOT NULL COMMENT 'Current AI assistant describe',
+  `language` varchar(100) NOT NULL COMMENT 'gpts language',
+  `team_mode` varchar(255) NOT NULL COMMENT 'Team work mode',
+  `team_context` text COMMENT 'The execution logic and team member content that teams with different working modes rely on',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  `icon` varchar(1024) DEFAULT NULL COMMENT 'app icon, url',
+  `published` varchar(64) DEFAULT 'false' COMMENT 'Has it been published?',
+  `param_need` text DEFAULT NULL COMMENT 'Parameter information supported by the application',
+  `admins` text DEFAULT NULL COMMENT 'administrator',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app` (`app_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+CREATE TABLE `gpts_app_collection` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `user_code` int(11) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) NULL COMMENT 'system app code',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  KEY `idx_app_code` (`app_code`),
+  KEY `idx_user_code` (`user_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT="gpt collections";
+
+-- dbgpt.gpts_app_detail definition
+CREATE TABLE `gpts_app_detail` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `app_name` varchar(255) NOT NULL COMMENT 'Current AI assistant name',
+  `agent_name` varchar(255) NOT NULL COMMENT ' Agent name',
+  `node_id` varchar(255) NOT NULL COMMENT 'Current AI assistant Agent Node id',
+  `resources` text COMMENT 'Agent bind  resource',
+  `prompt_template` text COMMENT 'Agent bind  template',
+  `llm_strategy` varchar(25) DEFAULT NULL COMMENT 'Agent use llm strategy',
+  `llm_strategy_value` text COMMENT 'Agent use llm strategy value',
+  `created_at` datetime DEFAULT NULL COMMENT 'create time',
+  `updated_at` datetime DEFAULT NULL COMMENT 'last update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_gpts_app_agent_node` (`app_name`,`agent_name`,`node_id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+
+-- For deploy model cluster of DB-GPT(StorageModelRegistry)
+CREATE TABLE IF NOT EXISTS `dbgpt_cluster_registry_instance` (
+  `id` int(11) NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `model_name` varchar(128) NOT NULL COMMENT 'Model name',
+  `host` varchar(128) NOT NULL COMMENT 'Host of the model',
+  `port` int(11) NOT NULL COMMENT 'Port of the model',
+  `weight` float DEFAULT 1.0 COMMENT 'Weight of the model',
+  `check_healthy` tinyint(1) DEFAULT 1 COMMENT 'Whether to check the health of the model',
+  `healthy` tinyint(1) DEFAULT 0 COMMENT 'Whether the model is healthy',
+  `enabled` tinyint(1) DEFAULT 1 COMMENT 'Whether the model is enabled',
+  `prompt_template` varchar(128) DEFAULT NULL COMMENT 'Prompt template for the model instance',
+  `last_heartbeat` datetime DEFAULT NULL COMMENT 'Last heartbeat time of the model instance',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_model_instance` (`model_name`, `host`, `port`, `sys_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='Cluster model instance table, for registering and managing model instances';
+
+-- dbgpt.recommend_question definition
+CREATE TABLE `recommend_question` (
+  `id` bigint(20) unsigned NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gmt_create` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'create time',
+  `gmt_modified` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'last update time',
+  `app_code` varchar(255) NOT NULL COMMENT 'Current AI assistant code',
+  `question` text DEFAULT NULL COMMENT 'question',
+  `user_code` varchar(255) NOT NULL COMMENT 'user code',
+  `sys_code` varchar(255) NULL COMMENT 'system app code',
+  `valid` varchar(10) DEFAULT 'true' COMMENT 'is it effective，true/false',
+  `chat_mode` varchar(255) DEFAULT NULL COMMENT 'Conversation scene mode，chat_knowledge...',
+  `params` text DEFAULT NULL COMMENT 'question param',
+  `is_hot_question` varchar(10) DEFAULT 'false' COMMENT 'Is it a popular recommendation question?',
+  PRIMARY KEY (`id`),
+  KEY `idx_rec_q_app_code` (`app_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT="AI application related recommendation issues";
+
+-- dbgpt.user_recent_apps definition
+CREATE TABLE `user_recent_apps` (
+  `id` bigint(20) unsigned NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `gmt_create` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'create time',
+  `gmt_modified` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'last update time',
+  `app_code` varchar(255) NOT NULL COMMENT 'AI assistant code',
+  `last_accessed` timestamp NULL DEFAULT NULL COMMENT 'User recent usage time',
+  `user_code` varchar(255) DEFAULT NULL COMMENT 'user code',
+  `sys_code` varchar(255) DEFAULT NULL COMMENT 'system app code',
+  PRIMARY KEY (`id`),
+  KEY `idx_user_r_app_code` (`app_code`),
+  KEY `idx_last_accessed` (`last_accessed`),
+  KEY `idx_user_code` (`user_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='User recently used apps';
+
+-- dbgpt.dbgpt_serve_dbgpts_my definition
+CREATE TABLE `dbgpt_serve_dbgpts_my` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `name` varchar(255)  NOT NULL COMMENT 'plugin name',
+  `user_code` varchar(255)  DEFAULT NULL COMMENT 'user code',
+  `user_name` varchar(255)  DEFAULT NULL COMMENT 'user name',
+  `file_name` varchar(255)  NOT NULL COMMENT 'plugin package file name',
+  `type` varchar(255)  DEFAULT NULL COMMENT 'plugin type',
+  `version` varchar(255)  DEFAULT NULL COMMENT 'plugin version',
+  `use_count` int DEFAULT NULL COMMENT 'plugin total use count',
+  `succ_count` int DEFAULT NULL COMMENT 'plugin total success count',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin install time',
+  `gmt_modified` TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `name` (`name`, `user_name`),
+  KEY `ix_my_plugin_sys_code` (`sys_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.dbgpt_serve_dbgpts_hub definition
+CREATE TABLE `dbgpt_serve_dbgpts_hub` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `name` varchar(255) NOT NULL COMMENT 'plugin name',
+  `description` varchar(255)  NULL COMMENT 'plugin description',
+  `author` varchar(255) DEFAULT NULL COMMENT 'plugin author',
+  `email` varchar(255) DEFAULT NULL COMMENT 'plugin author email',
+  `type` varchar(255) DEFAULT NULL COMMENT 'plugin type',
+  `version` varchar(255) DEFAULT NULL COMMENT 'plugin version',
+  `storage_channel` varchar(255) DEFAULT NULL COMMENT 'plugin storage channel',
+  `storage_url` varchar(255) DEFAULT NULL COMMENT 'plugin download url',
+  `download_param` varchar(255) DEFAULT NULL COMMENT 'plugin download param',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'plugin upload time',
+  `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'update time',
+  `installed` int DEFAULT NULL COMMENT 'plugin already installed count',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `name` (`name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.evaluate_manage definition
+CREATE TABLE `evaluate_manage` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `evaluate_code` varchar(256) NOT NULL COMMENT 'evaluate unique code',
+  `scene_key` varchar(100)  DEFAULT NULL COMMENT 'scene key',
+  `scene_value` varchar(256) DEFAULT NULL COMMENT 'scene value',
+  `context` text DEFAULT NULL COMMENT 'context',
+  `evaluate_metrics` varchar(599) DEFAULT NULL COMMENT 'evaluate metrics',
+  `datasets_name` varchar(256) DEFAULT NULL COMMENT 'datasets name',
+  `datasets` text DEFAULT NULL COMMENT 'datasets content',
+  `storage_type` varchar(256) DEFAULT NULL COMMENT 'result storage type',
+  `parallel_num` int DEFAULT NULL COMMENT 'execute parallel thread number',
+  `state` VARCHAR(100) DEFAULT NULL COMMENT 'execute state',
+  `result` text DEFAULT NULL COMMENT 'evaluate result',
+  `log_info` text DEFAULT NULL COMMENT 'evaluate error log',
+  `average_score` text DEFAULT NULL COMMENT 'metrics average score',
+  `user_id` varchar(100) DEFAULT NULL COMMENT 'user id',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'user name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'system code',
+  `gmt_create` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'benchmark create time',
+  `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'benchmark finish time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_evaluate` (`evaluate_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- dbgpt.benchmark_summary definition
+CREATE TABLE `benchmark_summary` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'autoincrement id',
+  `round_id` int NOT NULL COMMENT 'task round id',
+  `output_path` varchar(512)  NULL COMMENT 'output file path',
+  `right` int DEFAULT NULL COMMENT 'right number',
+  `wrong` int DEFAULT NULL COMMENT 'wrong number',
+  `failed` int DEFAULT NULL COMMENT 'failed number',
+  `exception` int DEFAULT NULL COMMENT 'exception number',
+  `llm_code` varchar(256) DEFAULT NULL COMMENT 'benchmark llm code',
+  `evaluate_code` varchar(256) DEFAULT NULL COMMENT 'benchmark evaluate code',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'benchmark create time',
+  `gmt_modified` TIMESTAMP    DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'benchmark finish time',
+  PRIMARY KEY (`id`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
+
+-- share_links, Store conversation share link tokens
+CREATE TABLE `share_links` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Primary key',
+  `token` varchar(64) NOT NULL COMMENT 'Unique random share token',
+  `conv_uid` varchar(255) NOT NULL COMMENT 'The conversation uid being shared',
+  `created_by` varchar(255) DEFAULT NULL COMMENT 'User who created the share link',
+  `gmt_created` TIMESTAMP DEFAULT CURRENT_TIMESTAMP COMMENT 'Creation time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_share_token` (`token`),
+  KEY `ix_share_links_token` (`token`),
+  KEY `ix_share_links_conv_uid` (`conv_uid`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Conversation share link table';
+
+
+CREATE
+DATABASE IF NOT EXISTS EXAMPLE_1;
+use EXAMPLE_1;
+CREATE TABLE IF NOT EXISTS `users`
+(
+    `id`       int         NOT NULL AUTO_INCREMENT,
+    `username` varchar(50) NOT NULL COMMENT '用户名',
+    `password` varchar(50) NOT NULL COMMENT '密码',
+    `email`    varchar(50) NOT NULL COMMENT '邮箱',
+    `phone`    varchar(20) DEFAULT NULL COMMENT '电话',
+    PRIMARY KEY (`id`),
+    KEY        `idx_username` (`username`) COMMENT '索引：按用户名查询'
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COMMENT='聊天用户表';
+
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_1', 'password_1', 'user_1@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_2', 'password_2', 'user_2@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_3', 'password_3', 'user_3@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_4', 'password_4', 'user_4@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_5', 'password_5', 'user_5@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_6', 'password_6', 'user_6@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_7', 'password_7', 'user_7@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_8', 'password_8', 'user_8@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_9', 'password_9', 'user_9@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_10', 'password_10', 'user_10@example.com', '12345678900');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_11', 'password_11', 'user_11@example.com', '12345678901');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_12', 'password_12', 'user_12@example.com', '12345678902');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_13', 'password_13', 'user_13@example.com', '12345678903');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_14', 'password_14', 'user_14@example.com', '12345678904');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_15', 'password_15', 'user_15@example.com', '12345678905');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_16', 'password_16', 'user_16@example.com', '12345678906');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_17', 'password_17', 'user_17@example.com', '12345678907');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_18', 'password_18', 'user_18@example.com', '12345678908');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_19', 'password_19', 'user_19@example.com', '12345678909');
+INSERT INTO users (username, password, email, phone)
+VALUES ('user_20', 'password_20', 'user_20@example.com', '12345678900');
+
+-- connector_instance, Persist MCP connector instances (encrypted credentials, transport/extra config, lifecycle status)
+CREATE TABLE IF NOT EXISTS `connector_instance` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `connector_id` varchar(64) NOT NULL COMMENT 'Connector UUID',
+  `connector_type` varchar(64) NOT NULL COMMENT 'Connector type, e.g. yuque, feishu, custom_mcp',
+  `display_name` varchar(256) DEFAULT NULL COMMENT 'Display name',
+  `encrypted_credentials` text COMMENT 'Encrypted credentials JSON',
+  `encryption_salt` varchar(256) DEFAULT NULL COMMENT 'Encryption salt',
+  `status` varchar(32) DEFAULT NULL COMMENT 'Status: active / error / disconnected / needs_reactivation',
+  `config_json` text COMMENT 'Extra config JSON (server_uri, transport, description, auth_type, header_name, ...)',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  `gmt_created` DATETIME DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `gmt_modified` DATETIME DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_connector_instance_connector_id` (`connector_id`),
+  KEY `ix_connector_instance_user_name` (`user_name`),
+  KEY `ix_connector_instance_sys_code` (`sys_code`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='MCP connector instance table';
+
+-- dbgpt_serve_scheduled_task, Scheduled task definitions (cron-based chat replay tasks)
+CREATE TABLE IF NOT EXISTS `dbgpt_serve_scheduled_task` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `task_id` varchar(64) NOT NULL COMMENT 'Task UUID',
+  `task_name` varchar(256) NOT NULL COMMENT 'Task name',
+  `description` text DEFAULT NULL COMMENT 'Task description',
+  `task_type` varchar(32) NOT NULL DEFAULT 'chat_replay' COMMENT 'Task type, e.g. chat_replay',
+  `cron_expression` varchar(128) NOT NULL COMMENT 'Cron expression for scheduling',
+  `payload_json` text NOT NULL COMMENT 'Frozen conversation snapshot JSON',
+  `enabled` tinyint(1) NOT NULL DEFAULT 1 COMMENT 'Whether the task is enabled, 1: enabled, 0: disabled',
+  `created_at` datetime DEFAULT CURRENT_TIMESTAMP COMMENT 'Record creation time',
+  `updated_at` datetime DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Record update time',
+  `user_name` varchar(128) DEFAULT NULL COMMENT 'User name',
+  `sys_code` varchar(128) DEFAULT NULL COMMENT 'System code',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_scheduled_task_task_id` (`task_id`),
+  KEY `ix_scheduled_task_task_type` (`task_type`),
+  KEY `ix_scheduled_task_user_name` (`user_name`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Scheduled task definition table';
+
+-- dbgpt_serve_scheduled_run, Scheduled task execution history (run records for each task trigger)
+CREATE TABLE IF NOT EXISTS `dbgpt_serve_scheduled_run` (
+  `id` int NOT NULL AUTO_INCREMENT COMMENT 'Auto increment id',
+  `run_id` varchar(64) NOT NULL COMMENT 'Run UUID',
+  `task_id` varchar(64) NOT NULL COMMENT 'Associated task UUID',
+  `started_at` datetime NOT NULL COMMENT 'Run start time',
+  `finished_at` datetime DEFAULT NULL COMMENT 'Run finish time',
+  `status` varchar(32) NOT NULL COMMENT 'Run status: running / success / failed / timeout',
+  `result_summary` text DEFAULT NULL COMMENT 'Result summary',
+  `error_message` text DEFAULT NULL COMMENT 'Error message if failed',
+  `output_conv_uid` varchar(64) DEFAULT NULL COMMENT 'Output conversation UID generated by this run',
+  PRIMARY KEY (`id`),
+  UNIQUE KEY `uk_scheduled_run_run_id` (`run_id`),
+  KEY `ix_scheduled_run_task_id` (`task_id`),
+  KEY `ix_scheduled_run_started_at` (`started_at`)
+) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci COMMENT='Scheduled task execution history table';

configs/dbgpt-app-config.example.toml

@@ -0,0 +1,47 @@
+[system]
+# Load language from environment variable(It is set by the hook)
+language = "${env:DBGPT_LANG:-zh}"
+log_level = "INFO"
+api_keys = []
+encrypt_key = "your_secret_key"
+
+# Server Configurations
+[service.web]
+host = "0.0.0.0"
+port = 5670
+
+[service.web.database]
+type = "sqlite"
+path = "pilot/meta_data/dbgpt.db"
+
+[app]
+temperature = 0.6
+
+[[app.configs]]
+name = "chat_excel"
+temperature = 0.1
+duckdb_extensions_dir = []
+force_install = true
+
+[[app.configs]]
+name = "chat_normal"
+memory = {type="token", max_token_limit=20000}
+
+[[app.configs]]
+name = "chat_with_db_qa"
+schema_retrieve_top_k = 50
+memory = {type="token", max_token_limit=20000}
+
+# Model Configurations
+[models]
+[[models.llms]]
+name = "${env:LLM_MODEL_NAME:-gpt-4o}"
+provider = "${env:LLM_MODEL_PROVIDER:-proxy/openai}"
+api_base = "${env:OPENAI_API_BASE:-https://api.openai.com/v1}"
+api_key = "${env:OPENAI_API_KEY}"
+
+[[models.embeddings]]
+name = "${env:EMBEDDING_MODEL_NAME:-text-embedding-3-small}"
+provider = "${env:EMBEDDING_MODEL_PROVIDER:-proxy/openai}"
+api_url = "${env:EMBEDDING_MODEL_API_URL:-https://api.openai.com/v1/embeddings}"
+api_key = "${env:OPENAI_API_KEY}"

configs/dbgpt-bm25-rag.toml

@@ -0,0 +1,50 @@
+[system]
+# Load language from environment variable(It is set by the hook)
+language = "${env:DBGPT_LANG:-zh}"
+log_level = "INFO"
+api_keys = []
+encrypt_key = "your_secret_key"
+
+# Server Configurations
+[service.web]
+host = "0.0.0.0"
+port = 5670
+
+[service.web.database]
+type = "sqlite"
+path = "pilot/meta_data/dbgpt.db"
+
+
+[rag]
+chunk_size=1000
+chunk_overlap=100
+similarity_top_k=5
+similarity_score_threshold=0.0
+max_chunks_once_load=10
+max_threads=1
+rerank_top_k=3
+
+[rag.storage]
+[rag.storage.vector]
+type = "chroma"
+persist_path = "pilot/data"
+
+[rag.storage.full_text]
+type = "elasticsearch"
+host="127.0.0.1"
+port=9200
+
+
+# Model Configurations
+[models]
+[[models.llms]]
+name = "${env:LLM_MODEL_NAME:-gpt-4o}"
+provider = "${env:LLM_MODEL_PROVIDER:-proxy/openai}"
+api_base = "${env:OPENAI_API_BASE:-https://api.openai.com/v1}"
+api_key = "${env:OPENAI_API_KEY}"
+
+[[models.embeddings]]
+name = "${env:EMBEDDING_MODEL_NAME:-text-embedding-3-small}"
+provider = "${env:EMBEDDING_MODEL_PROVIDER:-proxy/openai}"
+api_url = "${env:EMBEDDING_MODEL_API_URL:-https://api.openai.com/v1/embeddings}"
+api_key = "${env:OPENAI_API_KEY}"

configs/dbgpt-cloud-storage.example.toml

@@ -0,0 +1,51 @@
+[system]
+# Load language from environment variable(It is set by the hook)
+language = "${env:DBGPT_LANG:-zh}"
+log_level = "INFO"
+api_keys = []
+encrypt_key = "your_secret_key"
+
+# Server Configurations
+[service.web]
+host = "0.0.0.0"
+port = 5670
+
+[service.web.database]
+type = "sqlite"
+path = "pilot/meta_data/dbgpt.db"
+
+[[serves]]
+type = "file"
+# Default backend for file server
+default_backend = "s3"
+
+[[serves.backends]]
+type = "oss"
+endpoint = "https://oss-cn-beijing.aliyuncs.com"
+region = "oss-cn-beijing"
+access_key_id = "${env:OSS_ACCESS_KEY_ID}"
+access_key_secret = "${env:OSS_ACCESS_KEY_SECRET}"
+fixed_bucket = "{your_bucket_name}"
+
+[[serves.backends]]
+# Use Tencent COS s3 compatible API as the file server
+type = "s3"
+endpoint = "https://cos.ap-beijing.myqcloud.com"
+region = "ap-beijing"
+access_key_id = "${env:COS_SECRETID}"
+access_key_secret = "${env:COS_SECRETKEY}"
+fixed_bucket = "{your_bucket_name}"
+
+# Model Configurations
+[models]
+[[models.llms]]
+name = "${env:LLM_MODEL_NAME:-gpt-4o}"
+provider = "${env:LLM_MODEL_PROVIDER:-proxy/openai}"
+api_base = "${env:OPENAI_API_BASE:-https://api.openai.com/v1}"
+api_key = "${env:OPENAI_API_KEY}"
+
+[[models.embeddings]]
+name = "${env:EMBEDDING_MODEL_NAME:-text-embedding-3-small}"
+provider = "${env:EMBEDDING_MODEL_PROVIDER:-proxy/openai}"
+api_url = "${env:EMBEDDING_MODEL_API_URL:-https://api.openai.com/v1/embeddings}"
+api_key = "${env:OPENAI_API_KEY}"

configs/dbgpt-graphrag.toml

@@ -0,0 +1,73 @@
+[system]
+# Load language from environment variable(It is set by the hook)
+language = "${env:DBGPT_LANG:-zh}"
+log_level = "INFO"
+api_keys = []
+encrypt_key = "your_secret_key"
+
+# Server Configurations
+[service.web]
+host = "0.0.0.0"
+port = 5670
+
+[service.web.database]
+type = "sqlite"
+path = "pilot/meta_data/dbgpt.db"
+
+
+[rag]
+chunk_size=1000
+chunk_overlap=0
+similarity_top_k=5
+similarity_score_threshold=0.0
+max_chunks_once_load=10
+max_threads=1
+rerank_top_k=3
+
+[rag.storage]
+[rag.storage.vector]
+type = "chroma"
+persist_path = "pilot/data"
+
+[rag.storage.graph]
+type = "tugraph"
+host="127.0.0.1"
+port=7687
+username="admin"
+password="73@TuGraph"
+
+# enable_summary="True"
+# community_topk=20
+# community_score_threshold=0.3
+
+# triplet_graph_enabled="True"
+# extract_topk=20
+
+# document_graph_enabled="True"
+# knowledge_graph_chunk_search_top_size=20
+# knowledge_graph_extraction_batch_size=20
+
+# enable_similarity_search="True"
+# knowledge_graph_embedding_batch_size=20
+# similarity_search_topk=5
+# extract_score_threshold=0.7
+
+# enable_text_search="True"
+# text2gql_model_enabled="True"
+# text2gql_model_name="qwen2.5:latest"
+
+
+
+# Model Configurations
+[models]
+[[models.llms]]
+name = "${env:LLM_MODEL_NAME:-gpt-4o}"
+provider = "${env:LLM_MODEL_PROVIDER:-proxy/openai}"
+api_base = "${env:OPENAI_API_BASE:-https://api.openai.com/v1}"
+api_key = "${env:OPENAI_API_KEY}"
+
+[[models.embeddings]]
+name = "${env:EMBEDDING_MODEL_NAME:-text-embedding-3-small}"
+provider = "${env:EMBEDDING_MODEL_PROVIDER:-proxy/openai}"
+api_url = "${env:EMBEDDING_MODEL_API_URL:-https://api.openai.com/v1/embeddings}"
+api_key = "${env:OPENAI_API_KEY}"

configs/dbgpt-local-glm.toml

@@ -0,0 +1,37 @@
+[system]
+# Load language from environment variable(It is set by the hook)
+language = "${env:DBGPT_LANG:-zh}"
+api_keys = []
+encrypt_key = "your_secret_key"
+
+# Server Configurations
+[service.web]
+host = "0.0.0.0"
+port = 5670
+
+[service.web.database]
+type = "sqlite"
+path = "pilot/meta_data/dbgpt.db"
+
+[rag.storage]
+[rag.storage.vector]
+type = "chroma"
+persist_path = "pilot/data"
+
+# Model Configurations
+[models]
+[[models.llms]]
+name = "THUDM/glm-4-9b-chat-hf"
+provider = "hf"
+# If not provided, the model will be downloaded from the Hugging Face model hub
+# uncomment the following line to specify the model path in the local file system
+# path = "the-model-path-in-the-local-file-system"
+path = "models/THUDM/glm-4-9b-chat-hf"
+
+[[models.embeddings]]
+name = "BAAI/bge-large-zh-v1.5"
+provider = "hf"
+# If not provided, the model will be downloaded from the Hugging Face model hub
+# uncomment the following line to specify the model path in the local file system
+# path = "the-model-path-in-the-local-file-system"
+path = "models/BAAI/bge-large-zh-v1.5"

configs/dbgpt-local-llama-cpp-server.toml

@@ -0,0 +1,38 @@
+[system]
+# Load language from environment variable(It is set by the hook)
+language = "${env:DBGPT_LANG:-zh}"
+api_keys = []
+encrypt_key = "your_secret_key"
+
+# Server Configurations
+[service.web]
+host = "0.0.0.0"
+port = 5670
+
+[service.web.database]
+type = "sqlite"
+path = "pilot/meta_data/dbgpt.db"
+
+[rag.storage]
+[rag.storage.vector]
+type = "chroma"
+persist_path = "pilot/data"
+
+# Model Configurations
+[models]
+[[models.llms]]
+name = "DeepSeek-R1-Distill-Qwen-1.5B"
+provider = "llama.cpp.server"
+# If not provided, the model will be downloaded from the Hugging Face model hub
+# uncomment the following line to specify the model path in the local file system
+# https://huggingface.co/bartowski/DeepSeek-R1-Distill-Qwen-1.5B-GGUF
+# path = "the-model-path-in-the-local-file-system"
+path = "models/DeepSeek-R1-Distill-Qwen-1.5B-Q4_K_M.gguf"
+
+[[models.embeddings]]
+name = "BAAI/bge-large-zh-v1.5"
+provider = "hf"
+# If not provided, the model will be downloaded from the Hugging Face model hub
+# uncomment the following line to specify the model path in the local file system
+# path = "the-model-path-in-the-local-file-system"
+path = "models/BAAI/bge-large-zh-v1.5"

configs/dbgpt-local-llama-cpp.toml

@@ -0,0 +1,40 @@
+[system]
+# Load language from environment variable(It is set by the hook)
+language = "${env:DBGPT_LANG:-zh}"
+api_keys = []
+encrypt_key = "your_secret_key"
+
+# Server Configurations
+[service.web]
+host = "0.0.0.0"
+port = 5670
+
+[service.web.database]
+type = "sqlite"
+path = "pilot/meta_data/dbgpt.db"
+
+[rag.storage]
+[rag.storage.vector]
+type = "chroma"
+persist_path = "pilot/data"
+
+# Model Configurations
+[models]
+[[models.llms]]
+name = "DeepSeek-R1-Distill-Qwen-1.5B"
+provider = "llama.cpp"
+# If not provided, the model will be downloaded from the Hugging Face model hub
+# uncomment the following line to specify the model path in the local file system
+# https://huggingface.co/bartowski/DeepSeek-R1-Distill-Qwen-1.5B-GGUF
+# path = "the-model-path-in-the-local-file-system"
+path = "models/DeepSeek-R1-Distill-Qwen-1.5B-Q4_K_M.gguf"
+
+
+[[models.embeddings]]
+name = "BAAI/bge-large-zh-v1.5"
+provider = "hf"
+# If not provided, the model will be downloaded from the Hugging Face model hub
+# uncomment the following line to specify the model path in the local file system
+# path = "the-model-path-in-the-local-file-system"
+path = "models/BAAI/bge-large-zh-v1.5"
+

configs/dbgpt-local-mlx.toml

@@ -0,0 +1,36 @@
+[system]
+# Load language from environment variable(It is set by the hook)
+language = "${env:DBGPT_LANG:-zh}"
+api_keys = []
+encrypt_key = "your_secret_key"
+
+# Server Configurations
+[service.web]
+host = "0.0.0.0"
+port = 5670
+
+[service.web.database]
+type = "sqlite"
+path = "pilot/meta_data/dbgpt.db"
+
+[rag.storage]
+[rag.storage.vector]
+type = "chroma"
+persist_path = "pilot/data"
+
+# Model Configurations
+[models]
+[[models.llms]]
+name = "Qwen/Qwen3-0.6B-MLX-4bit"
+provider = "mlx"
+# If not provided, the model will be downloaded from the Hugging Face model hub
+# uncomment the following line to specify the model path in the local file system
+# https://huggingface.co/Qwen/Qwen3-0.6B-MLX-4bit
+# path = "the-model-path-in-the-local-file-system"
+
+[[models.embeddings]]
+name = "BAAI/bge-large-zh-v1.5"
+provider = "hf"
+# If not provided, the model will be downloaded from the Hugging Face model hub
+# uncomment the following line to specify the model path in the local file system
+# path = "the-model-path-in-the-local-file-system"

configs/dbgpt-local-qwen.toml

@@ -0,0 +1,38 @@
+[system]
+# Load language from environment variable(It is set by the hook)
+language = "${env:DBGPT_LANG:-zh}"
+api_keys = []
+encrypt_key = "your_secret_key"
+
+# Server Configurations
+[service.web]
+host = "0.0.0.0"
+port = 5670
+
+[service.web.database]
+type = "sqlite"
+path = "pilot/meta_data/dbgpt.db"
+
+[rag.storage]
+[rag.storage.vector]
+type = "chroma"
+persist_path = "pilot/data"
+
+# Model Configurations
+[models]
+[[models.llms]]
+name = "Qwen2.5-Coder-0.5B-Instruct"
+provider = "hf"
+# If not provided, the model will be downloaded from the Hugging Face model hub
+# uncomment the following line to specify the model path in the local file system
+# path = "the-model-path-in-the-local-file-system"
+path = "models/Qwen2.5-Coder-0.5B-Instruct"
+
+[[models.embeddings]]
+name = "BAAI/bge-large-zh-v1.5"
+provider = "hf"
+# If not provided, the model will be downloaded from the Hugging Face model hub
+# uncomment the following line to specify the model path in the local file system
+# path = "the-model-path-in-the-local-file-system"
+path = "models/BAAI/bge-large-zh-v1.5"
+

configs/dbgpt-local-qwen3.example.toml

@@ -0,0 +1,41 @@
+[system]
+# Load language from environment variable(It is set by the hook)
+language = "${env:DBGPT_LANG:-zh}"
+api_keys = []
+encrypt_key = "your_secret_key"
+
+# Server Configurations
+[service.web]
+host = "0.0.0.0"
+port = 5670
+
+[service.web.database]
+type = "sqlite"
+path = "pilot/meta_data/dbgpt.db"
+
+[rag.storage]
+[rag.storage.vector]
+type = "chroma"
+persist_path = "pilot/data"
+
+# Model Configurations
+[models]
+[[models.llms]]
+name = "Qwen/Qwen3-14B"
+provider = "hf"
+# If not provided, the model will be downloaded from the Hugging Face model hub
+# uncomment the following line to specify the model path in the local file system
+# path = "the-model-path-in-the-local-file-system"
+# Force the model to be used in non-thinking mode, set to false
+# reasoning_model = false
+
+[[models.embeddings]]
+name = "Qwen/Qwen3-Embedding-0.6B"
+provider = "hf"
+# If not provided, the model will be downloaded from the Hugging Face model hub
+# uncomment the following line to specify the model path in the local file system
+# path = "the-model-path-in-the-local-file-system"
+
+[[models.rerankers]]
+name = "Qwen/Qwen3-Reranker-0.6B"
+provider = "qwen"

configs/dbgpt-local-vllm.toml

@@ -0,0 +1,39 @@
+[system]
+# Load language from environment variable(It is set by the hook)
+language = "${env:DBGPT_LANG:-zh}"
+api_keys = []
+encrypt_key = "your_secret_key"
+
+# Server Configurations
+[service.web]
+host = "0.0.0.0"
+port = 5670
+
+[service.web.database]
+type = "sqlite"
+path = "pilot/meta_data/dbgpt.db"
+
+[rag.storage]
+[rag.storage.vector]
+type = "chroma"
+persist_path = "pilot/data"
+
+# Model Configurations
+[models]
+[[models.llms]]
+name = "DeepSeek-R1-Distill-Qwen-1.5B"
+provider = "vllm"
+# If not provided, the model will be downloaded from the Hugging Face model hub
+# uncomment the following line to specify the model path in the local file system
+# path = "the-model-path-in-the-local-file-system"
+path = "models/DeepSeek-R1-Distill-Qwen-1.5B"
+# dtype = "float32"
+
+[[models.embeddings]]
+name = "BAAI/bge-large-zh-v1.5"
+provider = "hf"
+# If not provided, the model will be downloaded from the Hugging Face model hub
+# uncomment the following line to specify the model path in the local file system
+# path = "the-model-path-in-the-local-file-system"
+path = "/data/models/bge-large-zh-v1.5"
+

configs/dbgpt-proxy-aimlapi.toml

@@ -0,0 +1,29 @@
+[system]
+language = "${env:DBGPT_LANG:-en}"
+api_keys = []
+encrypt_key = "your_secret_key"
+
+[service.web]
+host = "0.0.0.0"
+port = 5670
+
+[service.web.database]
+type = "sqlite"
+path = "pilot/meta_data/dbgpt.db"
+
+[rag.storage]
+[rag.storage.vector]
+type = "chroma"
+persist_path = "pilot/data"
+
+[models]
+[[models.llms]]
+name = "${env:LLM_MODEL_NAME:-gpt-4o}"
+provider = "proxy/aimlapi"
+api_key = "${env:AIMLAPI_API_KEY}"
+
+[[models.embeddings]]
+name = "${env:EMBEDDING_MODEL_NAME:-text-embedding-3-small}"
+provider = "proxy/aimlapi"
+api_url = "https://api.aimlapi.com/v1/embeddings"
+api_key = "${env:AIMLAPI_API_KEY}"

configs/dbgpt-proxy-burncloud.toml

@@ -0,0 +1,61 @@
+[system]
+# Load language from environment variable(It is set by the hook)
+language = "${env:DBGPT_LANG:-zh}"
+api_keys = []
+encrypt_key = "your_secret_key"
+
+# Server Configurations
+[service.web]
+host = "0.0.0.0"
+port = 5670
+
+[service.web.database]
+type = "sqlite"
+path = "pilot/meta_data/dbgpt.db"
+[service.model.worker]
+host = "127.0.0.1"
+
+[rag.storage]
+[rag.storage.vector]
+type = "chroma"
+persist_path = "pilot/data"
+
+# Model Configurations
+[models]
+# Claude Models
+[[models.llms]]
+name = "claude-sonnet-4-20250514"
+provider = "proxy/burncloud"
+api_key = "${env:BURNCLOUD_API_KEY}"
+
+[[models.llms]]
+name = "claude-3-7-sonnet-20250219"
+provider = "proxy/burncloud"
+api_key = "${env:BURNCLOUD_API_KEY}"
+
+[[models.llms]]
+name = "claude-opus-4-20250514"
+provider = "proxy/burncloud"
+api_key = "${env:BURNCLOUD_API_KEY}"
+
+[[models.llms]]
+name = "gpt-5"
+provider = "proxy/burncloud"
+api_key = "${env:BURNCLOUD_API_KEY}"
+
+[[models.llms]]
+name = "gpt-5-chat-latest"
+provider = "proxy/burncloud"
+api_key = "${env:BURNCLOUD_API_KEY}"
+
+# Gemini Models
+[[models.llms]]
+name = "gemini-2.5-pro"
+provider = "proxy/burncloud"
+api_key = "${env:BURNCLOUD_API_KEY}"
+
+# DeepSeek Models
+[[models.llms]]
+name = "DeepSeek-V3"
+provider = "proxy/burncloud"
+api_key = "${env:BURNCLOUD_API_KEY}"