From f589041208ce137a7343677d19389ae2edb8b471 Mon Sep 17 00:00:00 2001 From: wehub-resource-sync Date: Mon, 13 Jul 2026 12:44:46 +0800 Subject: [PATCH] chore: import upstream snapshot with attribution --- .dockerignore | 5 + .env.example | 71 + .github/workflows/build.yml | 124 ++ .gitignore | 192 +++ .vscode/settings.json | 11 + Dockerfile | 89 ++ LICENSE | 21 + README.md | 151 ++ README.wehub.md | 7 + SECURITY.md | 19 + assets/examples/test.png | Bin 0 -> 422822 bytes assets/web-ui.png | Bin 0 -> 24513 bytes docker-compose.yml | 80 ++ requirements.txt | 10 + src/__init__.py | 0 src/agent/__init__.py | 0 src/agent/browser_use/browser_use_agent.py | 169 +++ .../deep_research/deep_research_agent.py | 1261 +++++++++++++++++ src/browser/__init__.py | 0 src/browser/custom_browser.py | 109 ++ src/browser/custom_context.py | 22 + src/controller/__init__.py | 0 src/controller/custom_controller.py | 182 +++ src/utils/__init__.py | 0 src/utils/config.py | 100 ++ src/utils/llm_provider.py | 355 +++++ src/utils/mcp_client.py | 254 ++++ src/utils/utils.py | 39 + src/webui/__init__.py | 0 src/webui/components/__init__.py | 0 src/webui/components/agent_settings_tab.py | 269 ++++ src/webui/components/browser_settings_tab.py | 161 +++ src/webui/components/browser_use_agent_tab.py | 1080 ++++++++++++++ .../components/deep_research_agent_tab.py | 457 ++++++ src/webui/components/load_save_config_tab.py | 50 + src/webui/interface.py | 95 ++ src/webui/webui_manager.py | 122 ++ supervisord.conf | 80 ++ tests/test_agents.py | 400 ++++++ tests/test_controller.py | 131 ++ tests/test_llm_api.py | 159 +++ tests/test_playwright.py | 31 + webui.py | 19 + 43 files changed, 6325 insertions(+) create mode 100644 .dockerignore create mode 100644 .env.example create mode 100644 .github/workflows/build.yml create mode 100644 .gitignore create mode 100644 .vscode/settings.json create mode 100644 Dockerfile create mode 100644 LICENSE create mode 100644 README.md create mode 100644 README.wehub.md create mode 100644 SECURITY.md create mode 100644 assets/examples/test.png create mode 100644 assets/web-ui.png create mode 100644 docker-compose.yml create mode 100644 requirements.txt create mode 100644 src/__init__.py create mode 100644 src/agent/__init__.py create mode 100644 src/agent/browser_use/browser_use_agent.py create mode 100644 src/agent/deep_research/deep_research_agent.py create mode 100644 src/browser/__init__.py create mode 100644 src/browser/custom_browser.py create mode 100644 src/browser/custom_context.py create mode 100644 src/controller/__init__.py create mode 100644 src/controller/custom_controller.py create mode 100644 src/utils/__init__.py create mode 100644 src/utils/config.py create mode 100644 src/utils/llm_provider.py create mode 100644 src/utils/mcp_client.py create mode 100644 src/utils/utils.py create mode 100644 src/webui/__init__.py create mode 100644 src/webui/components/__init__.py create mode 100644 src/webui/components/agent_settings_tab.py create mode 100644 src/webui/components/browser_settings_tab.py create mode 100644 src/webui/components/browser_use_agent_tab.py create mode 100644 src/webui/components/deep_research_agent_tab.py create mode 100644 src/webui/components/load_save_config_tab.py create mode 100644 src/webui/interface.py create mode 100644 src/webui/webui_manager.py create mode 100644 supervisord.conf create mode 100644 tests/test_agents.py create mode 100644 tests/test_controller.py create mode 100644 tests/test_llm_api.py create mode 100644 tests/test_playwright.py create mode 100644 webui.py diff --git a/.dockerignore b/.dockerignore new file mode 100644 index 0000000..140fab3 --- /dev/null +++ b/.dockerignore @@ -0,0 +1,5 @@ +data +tmp +results + +.env \ No newline at end of file diff --git a/.env.example b/.env.example new file mode 100644 index 0000000..000f11c --- /dev/null +++ b/.env.example @@ -0,0 +1,71 @@ +OPENAI_ENDPOINT=https://api.openai.com/v1 +OPENAI_API_KEY= + +ANTHROPIC_API_KEY= +ANTHROPIC_ENDPOINT=https://api.anthropic.com + +GOOGLE_API_KEY= + +AZURE_OPENAI_ENDPOINT= +AZURE_OPENAI_API_KEY= +AZURE_OPENAI_API_VERSION=2025-01-01-preview + +DEEPSEEK_ENDPOINT=https://api.deepseek.com +DEEPSEEK_API_KEY= + +MISTRAL_API_KEY= +MISTRAL_ENDPOINT=https://api.mistral.ai/v1 + +OLLAMA_ENDPOINT=http://localhost:11434 + +ALIBABA_ENDPOINT=https://dashscope.aliyuncs.com/compatible-mode/v1 +ALIBABA_API_KEY= + +MODELSCOPE_ENDPOINT=https://api-inference.modelscope.cn/v1 +MODELSCOPE_API_KEY= + +MOONSHOT_ENDPOINT=https://api.moonshot.cn/v1 +MOONSHOT_API_KEY= + +UNBOUND_ENDPOINT=https://api.getunbound.ai +UNBOUND_API_KEY= + +SiliconFLOW_ENDPOINT=https://api.siliconflow.cn/v1/ +SiliconFLOW_API_KEY= + +IBM_ENDPOINT=https://us-south.ml.cloud.ibm.com +IBM_API_KEY= +IBM_PROJECT_ID= + +GROK_ENDPOINT="https://api.x.ai/v1" +GROK_API_KEY= + +#set default LLM +DEFAULT_LLM=openai + + +# Set to false to disable anonymized telemetry +ANONYMIZED_TELEMETRY=false + +# LogLevel: Set to debug to enable verbose logging, set to result to get results only. Available: result | debug | info +BROWSER_USE_LOGGING_LEVEL=info + +# Browser settings +BROWSER_PATH= +BROWSER_USER_DATA= +BROWSER_DEBUGGING_PORT=9222 +BROWSER_DEBUGGING_HOST=localhost +# Set to true to keep browser open between AI tasks +KEEP_BROWSER_OPEN=true +USE_OWN_BROWSER=false +BROWSER_CDP= +# Display settings +# Format: WIDTHxHEIGHTxDEPTH +RESOLUTION=1920x1080x24 +# Width in pixels +RESOLUTION_WIDTH=1920 +# Height in pixels +RESOLUTION_HEIGHT=1080 + +# VNC settings +VNC_PASSWORD=youvncpassword diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml new file mode 100644 index 0000000..87b4173 --- /dev/null +++ b/.github/workflows/build.yml @@ -0,0 +1,124 @@ +name: Build Docker Image + +on: + release: + types: [published] + push: + branches: [main] + +env: + GITHUB_CR_REPO: ghcr.io/${{ github.repository }} + +jobs: + build: + runs-on: ubuntu-latest + strategy: + fail-fast: false + matrix: + platform: + - linux/amd64 + - linux/arm64 + steps: + - name: Prepare + run: | + platform=${{ matrix.platform }} + echo "PLATFORM_PAIR=${platform//\//-}" >> $GITHUB_ENV + + - name: Docker meta + id: meta + uses: docker/metadata-action@v5 + with: + images: | + ${{ env.GITHUB_CR_REPO }} + + - name: Login to GHCR + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.repository_owner }} + password: ${{ secrets.GITHUB_TOKEN }} + + - name: Set up QEMU + uses: docker/setup-qemu-action@v3 + + - name: Set up Docker Buildx + uses: docker/setup-buildx-action@v3 + + - name: Build and push by digest + id: build + uses: docker/build-push-action@v6 + with: + platforms: ${{ matrix.platform }} + labels: ${{ steps.meta.outputs.labels }} + tags: | + ${{ env.GITHUB_CR_REPO }} + build-args: | + TARGETPLATFORM=${{ matrix.platform }} + outputs: type=image,push-by-digest=true,name-canonical=true,push=true + + - name: Export digest + run: | + mkdir -p ${{ runner.temp }}/digests + digest="${{ steps.build.outputs.digest }}" + touch "${{ runner.temp }}/digests/${digest#sha256:}" + + - name: Upload digest + uses: actions/upload-artifact@v4 + with: + name: digests-${{ env.PLATFORM_PAIR }} + path: ${{ runner.temp }}/digests/* + if-no-files-found: error + retention-days: 1 + + merge: + runs-on: ubuntu-latest + needs: + - build + steps: + - name: Download digests + uses: actions/download-artifact@v4 + with: + path: ${{ runner.temp }}/digests + pattern: digests-* + merge-multiple: true + + - name: Login to GHCR + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.repository_owner }} + password: ${{ secrets.GITHUB_TOKEN }} + + - name: Set up Docker Buildx + uses: docker/setup-buildx-action@v3 + + - name: Docker meta + id: meta + uses: docker/metadata-action@v5 + with: + images: | + ${{ env.GITHUB_CR_REPO }} + tags: | + type=ref,event=branch + type=ref,event=pr + type=semver,pattern={{version}} + type=semver,pattern={{major}} + + - name: Docker tags + run: | + tags=$(jq -cr '.tags | map("-t " + .) | join(" ")' <<< "$DOCKER_METADATA_OUTPUT_JSON") + if [ -z "$tags" ]; then + echo "DOCKER_METADATA_OUTPUT_VERSION=${{ github.ref_name }}" >> $GITHUB_ENV + tags="-t ${{ env.GITHUB_CR_REPO }}:${{ github.ref_name }}" + fi + echo "DOCKER_METADATA_TAGS=$tags" >> $GITHUB_ENV + + - name: Create manifest list and push + working-directory: ${{ runner.temp }}/digests + run: | + docker buildx imagetools create ${{ env.DOCKER_METADATA_TAGS }} \ + $(printf '${{ env.GITHUB_CR_REPO }}@sha256:%s ' *) + + - name: Inspect image + run: | + docker buildx imagetools inspect ${{ env.GITHUB_CR_REPO }}:${{ env.DOCKER_METADATA_OUTPUT_VERSION }} diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..a7a55cd --- /dev/null +++ b/.gitignore @@ -0,0 +1,192 @@ +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*$py.class + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +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 + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +*.py,cover +.hypothesis/ +.pytest_cache/ +cover/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 +db.sqlite3-journal + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +.pybuilder/ +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +# For a library or package, you might want to ignore these files since the code is +# intended to run in multiple environments; otherwise, check them in: +# .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 + +# poetry +# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. +# This is especially recommended for binary packages to ensure reproducibility, and is more +# commonly ignored for libraries. +# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control +#poetry.lock + +# pdm +# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. +#pdm.lock +# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it +# in version control. +# https://pdm.fming.dev/latest/usage/project/#working-with-version-control +.pdm.toml +.pdm-python +.pdm-build/ + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# SageMath parsed files +*.sage.py + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ +test_env/ +myenv + + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyre type checker +.pyre/ + +# pytype static type analyzer +.pytype/ + +# Cython debug symbols +cython_debug/ + +# PyCharm +# JetBrains specific template is maintained in a separate JetBrains.gitignore that can +# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore +# and can be added to the global gitignore or merged into this file. For a more nuclear +# option (not recommended) you can uncomment the following to ignore the entire idea folder. +.idea/ +temp +tmp + + +.DS_Store + +private_example.py +private_example + +browser_cookies.json +cookies.json +AgentHistory.json +cv_04_24.pdf +AgentHistoryList.json +*.gif + +# For Sharing (.pem files) +.gradio/ + +# For Docker +data/ + +# For Config Files (Current Settings) +.config.pkl +*.pdf + +workflow \ No newline at end of file diff --git a/.vscode/settings.json b/.vscode/settings.json new file mode 100644 index 0000000..8b09300 --- /dev/null +++ b/.vscode/settings.json @@ -0,0 +1,11 @@ +{ + "python.analysis.typeCheckingMode": "basic", + "[python]": { + "editor.defaultFormatter": "charliermarsh.ruff", + "editor.formatOnSave": true, + "editor.codeActionsOnSave": { + "source.fixAll.ruff": "explicit", + "source.organizeImports.ruff": "explicit" + } + } +} diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000..d093f82 --- /dev/null +++ b/Dockerfile @@ -0,0 +1,89 @@ +FROM python:3.11-slim-bookworm + +# Set platform for multi-arch builds (Docker Buildx will set this) +ARG TARGETPLATFORM +ARG NODE_MAJOR=20 + +# Install system dependencies (removed libgconf-2-4) +RUN apt-get update && apt-get install -y \ + wget \ + netcat-traditional \ + gnupg \ + curl \ + unzip \ + xvfb \ + libxss1 \ + libnss3 \ + libnspr4 \ + libasound2 \ + libatk1.0-0 \ + libatk-bridge2.0-0 \ + libcups2 \ + libdbus-1-3 \ + libdrm2 \ + libgbm1 \ + libgtk-3-0 \ + libxcomposite1 \ + libxdamage1 \ + libxfixes3 \ + libxrandr2 \ + xdg-utils \ + fonts-liberation \ + fonts-noto-color-emoji \ + fonts-unifont \ + dbus \ + xauth \ + x11vnc \ + tigervnc-tools \ + supervisor \ + net-tools \ + procps \ + git \ + python3-numpy \ + fontconfig \ + fonts-dejavu \ + fonts-dejavu-core \ + fonts-dejavu-extra \ + vim \ + && rm -rf /var/lib/apt/lists/* + +# Install noVNC +RUN git clone https://github.com/novnc/noVNC.git /opt/novnc \ + && git clone https://github.com/novnc/websockify /opt/novnc/utils/websockify \ + && ln -s /opt/novnc/vnc.html /opt/novnc/index.html + +# Install Node.js using NodeSource PPA +RUN mkdir -p /etc/apt/keyrings \ + && curl -fsSL https://deb.nodesource.com/gpgkey/nodesource-repo.gpg.key | gpg --dearmor -o /etc/apt/keyrings/nodesource.gpg \ + && echo "deb [signed-by=/etc/apt/keyrings/nodesource.gpg] https://deb.nodesource.com/node_$NODE_MAJOR.x nodistro main" | tee /etc/apt/sources.list.d/nodesource.list \ + && apt-get update \ + && apt-get install -y nodejs \ + && rm -rf /var/lib/apt/lists/* + +# Verify Node.js and npm installation +RUN node -v && npm -v && npx -v + +# Set up working directory +WORKDIR /app + +# Copy requirements and install Python dependencies +COPY requirements.txt . +RUN pip install --no-cache-dir -r requirements.txt + +# Playwright setup +ENV PLAYWRIGHT_BROWSERS_PATH=/ms-browsers +RUN mkdir -p $PLAYWRIGHT_BROWSERS_PATH + +# Install Chromium via Playwright without --with-deps +RUN PLAYWRIGHT_SKIP_BROWSER_DOWNLOAD=0 playwright install chromium + +# Copy application code +COPY . . + +# Set up supervisor configuration +RUN mkdir -p /var/log/supervisor +COPY supervisord.conf /etc/supervisor/conf.d/supervisord.conf + +EXPOSE 7788 6080 5901 9222 + +CMD ["/usr/bin/supervisord", "-c", "/etc/supervisor/conf.d/supervisord.conf"] diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..d77a86e --- /dev/null +++ b/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2024 Browser Use Inc. + +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. diff --git a/README.md b/README.md new file mode 100644 index 0000000..e5a24ea --- /dev/null +++ b/README.md @@ -0,0 +1,151 @@ +Browser Use Web UI + +
+ +[![GitHub stars](https://img.shields.io/github/stars/browser-use/web-ui?style=social)](https://github.com/browser-use/web-ui/stargazers) +[![Discord](https://img.shields.io/discord/1303749220842340412?color=7289DA&label=Discord&logo=discord&logoColor=white)](https://link.browser-use.com/discord) +[![Documentation](https://img.shields.io/badge/Documentation-📕-blue)](https://docs.browser-use.com) +[![WarmShao](https://img.shields.io/twitter/follow/warmshao?style=social)](https://x.com/warmshao) + +This project builds upon the foundation of the [browser-use](https://github.com/browser-use/browser-use), which is designed to make websites accessible for AI agents. + +We would like to officially thank [WarmShao](https://github.com/warmshao) for his contribution to this project. + +**WebUI:** is built on Gradio and supports most of `browser-use` functionalities. This UI is designed to be user-friendly and enables easy interaction with the browser agent. + +**Expanded LLM Support:** We've integrated support for various Large Language Models (LLMs), including: Google, OpenAI, Azure OpenAI, Anthropic, DeepSeek, Ollama etc. And we plan to add support for even more models in the future. + +**Custom Browser Support:** You can use your own browser with our tool, eliminating the need to re-login to sites or deal with other authentication challenges. This feature also supports high-definition screen recording. + +**Persistent Browser Sessions:** You can choose to keep the browser window open between AI tasks, allowing you to see the complete history and state of AI interactions. + + + +## Installation Guide + +### Option 1: Local Installation + +Read the [quickstart guide](https://docs.browser-use.com/quickstart#prepare-the-environment) or follow the steps below to get started. + +#### Step 1: Clone the Repository +```bash +git clone https://github.com/browser-use/web-ui.git +cd web-ui +``` + +#### Step 2: Set Up Python Environment +We recommend using [uv](https://docs.astral.sh/uv/) for managing the Python environment. + +Using uv (recommended): +```bash +uv venv --python 3.11 +``` + +Activate the virtual environment: +- Windows (Command Prompt): +```cmd +.venv\Scripts\activate +``` +- Windows (PowerShell): +```powershell +.\.venv\Scripts\Activate.ps1 +``` +- macOS/Linux: +```bash +source .venv/bin/activate +``` + +#### Step 3: Install Dependencies +Install Python packages: +```bash +uv pip install -r requirements.txt +``` + +Install Browsers in playwright. +```bash +playwright install --with-deps +``` +Or you can install specific browsers by running: +```bash +playwright install chromium --with-deps +``` + +#### Step 4: Configure Environment +1. Create a copy of the example environment file: +- Windows (Command Prompt): +```bash +copy .env.example .env +``` +- macOS/Linux/Windows (PowerShell): +```bash +cp .env.example .env +``` +2. Open `.env` in your preferred text editor and add your API keys and other settings + +#### Step 5: Enjoy the web-ui +1. **Run the WebUI:** + ```bash + python webui.py --ip 127.0.0.1 --port 7788 + ``` +2. **Access the WebUI:** Open your web browser and navigate to `http://127.0.0.1:7788`. +3. **Using Your Own Browser(Optional):** + - Set `BROWSER_PATH` to the executable path of your browser and `BROWSER_USER_DATA` to the user data directory of your browser. Leave `BROWSER_USER_DATA` empty if you want to use local user data. + - Windows + ```env + BROWSER_PATH="C:\Program Files\Google\Chrome\Application\chrome.exe" + BROWSER_USER_DATA="C:\Users\YourUsername\AppData\Local\Google\Chrome\User Data" + ``` + > Note: Replace `YourUsername` with your actual Windows username for Windows systems. + - Mac + ```env + BROWSER_PATH="/Applications/Google Chrome.app/Contents/MacOS/Google Chrome" + BROWSER_USER_DATA="/Users/YourUsername/Library/Application Support/Google/Chrome" + ``` + - Close all Chrome windows + - Open the WebUI in a non-Chrome browser, such as Firefox or Edge. This is important because the persistent browser context will use the Chrome data when running the agent. + - Check the "Use Own Browser" option within the Browser Settings. + +### Option 2: Docker Installation + +#### Prerequisites +- Docker and Docker Compose installed + - [Docker Desktop](https://www.docker.com/products/docker-desktop/) (For Windows/macOS) + - [Docker Engine](https://docs.docker.com/engine/install/) and [Docker Compose](https://docs.docker.com/compose/install/) (For Linux) + +#### Step 1: Clone the Repository +```bash +git clone https://github.com/browser-use/web-ui.git +cd web-ui +``` + +#### Step 2: Configure Environment +1. Create a copy of the example environment file: +- Windows (Command Prompt): +```bash +copy .env.example .env +``` +- macOS/Linux/Windows (PowerShell): +```bash +cp .env.example .env +``` +2. Open `.env` in your preferred text editor and add your API keys and other settings + +#### Step 3: Docker Build and Run +```bash +docker compose up --build +``` +For ARM64 systems (e.g., Apple Silicon Macs), please run follow command: +```bash +TARGETPLATFORM=linux/arm64 docker compose up --build +``` + +#### Step 4: Enjoy the web-ui and vnc +- Web-UI: Open `http://localhost:7788` in your browser +- VNC Viewer (for watching browser interactions): Open `http://localhost:6080/vnc.html` + - Default VNC password: "youvncpassword" + - Can be changed by setting `VNC_PASSWORD` in your `.env` file + +## Changelog +- [x] **2025/01/26:** Thanks to @vvincent1234. Now browser-use-webui can combine with DeepSeek-r1 to engage in deep thinking! +- [x] **2025/01/10:** Thanks to @casistack. Now we have Docker Setup option and also Support keep browser open between tasks.[Video tutorial demo](https://github.com/browser-use/web-ui/issues/1#issuecomment-2582511750). +- [x] **2025/01/06:** Thanks to @richard-devbot. A New and Well-Designed WebUI is released. [Video tutorial demo](https://github.com/warmshao/browser-use-webui/issues/1#issuecomment-2573393113). diff --git a/README.wehub.md b/README.wehub.md new file mode 100644 index 0000000..bae17b9 --- /dev/null +++ b/README.wehub.md @@ -0,0 +1,7 @@ +# WeHub 来源说明 + +- 原始项目：`browser-use/web-ui` +- 原始仓库：https://github.com/browser-use/web-ui +- 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 diff --git a/SECURITY.md b/SECURITY.md new file mode 100644 index 0000000..f6c3df8 --- /dev/null +++ b/SECURITY.md @@ -0,0 +1,19 @@ +## Reporting Security Issues + +If you believe you have found a security vulnerability in browser-use, please report it through coordinated disclosure. + +**Please do not report security vulnerabilities through the repository issues, discussions, or pull requests.** + +Instead, please open a new [Github security advisory](https://github.com/browser-use/web-ui/security/advisories/new). + +Please include as much of the information listed below as you can to help me better understand and resolve the issue: + +* The type of issue (e.g., buffer overflow, SQL injection, or cross-site scripting) +* Full paths of source file(s) related to the manifestation of the issue +* The location of the affected source code (tag/branch/commit or direct URL) +* Any special configuration required to reproduce the issue +* Step-by-step instructions to reproduce the issue +* Proof-of-concept or exploit code (if possible) +* Impact of the issue, including how an attacker might exploit the issue + +This information will help me triage your report more quickly. diff --git a/assets/examples/test.png b/assets/examples/test.png new file mode 100644 index 0000000000000000000000000000000000000000..4e3ae5e2ede6eeea86a010d0e242a72c72528ea7 GIT binary patch literal 422822 zcmeFYc{tQx_&2Vy6rnH_Sz4sVQlG-um$b?jW~^h$zKxxbB|;P`4cVn^GiL0A8A~XV zeHk;1A<1r#efN7)eV^xdUC+P2>-zoioa@5OdB2@=?&aL)KKK2)qja?Hu`=^A)6vnf 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"7788:7788" + - "6080:6080" + - "5901:5901" + - "9222:9222" + environment: + # LLM API Keys & Endpoints + - OPENAI_ENDPOINT=${OPENAI_ENDPOINT:-https://api.openai.com/v1} + - OPENAI_API_KEY=${OPENAI_API_KEY:-} + - ANTHROPIC_ENDPOINT=${ANTHROPIC_ENDPOINT:-https://api.anthropic.com} + - ANTHROPIC_API_KEY=${ANTHROPIC_API_KEY:-} + - GOOGLE_API_KEY=${GOOGLE_API_KEY:-} + - AZURE_OPENAI_ENDPOINT=${AZURE_OPENAI_ENDPOINT:-} + - AZURE_OPENAI_API_KEY=${AZURE_OPENAI_API_KEY:-} + - AZURE_OPENAI_API_VERSION=${AZURE_OPENAI_API_VERSION:-2025-01-01-preview} + - DEEPSEEK_ENDPOINT=${DEEPSEEK_ENDPOINT:-https://api.deepseek.com} + - DEEPSEEK_API_KEY=${DEEPSEEK_API_KEY:-} + - OLLAMA_ENDPOINT=${OLLAMA_ENDPOINT:-http://localhost:11434} + - MISTRAL_ENDPOINT=${MISTRAL_ENDPOINT:-https://api.mistral.ai/v1} + - MISTRAL_API_KEY=${MISTRAL_API_KEY:-} + - ALIBABA_ENDPOINT=${ALIBABA_ENDPOINT:-https://dashscope.aliyuncs.com/compatible-mode/v1} + - ALIBABA_API_KEY=${ALIBABA_API_KEY:-} + - MOONSHOT_ENDPOINT=${MOONSHOT_ENDPOINT:-https://api.moonshot.cn/v1} + - MOONSHOT_API_KEY=${MOONSHOT_API_KEY:-} + - UNBOUND_ENDPOINT=${UNBOUND_ENDPOINT:-https://api.getunbound.ai} + - UNBOUND_API_KEY=${UNBOUND_API_KEY:-} + - SiliconFLOW_ENDPOINT=${SiliconFLOW_ENDPOINT:-https://api.siliconflow.cn/v1/} + - SiliconFLOW_API_KEY=${SiliconFLOW_API_KEY:-} + - IBM_ENDPOINT=${IBM_ENDPOINT:-https://us-south.ml.cloud.ibm.com} + - IBM_API_KEY=${IBM_API_KEY:-} + - IBM_PROJECT_ID=${IBM_PROJECT_ID:-} + + # Application Settings + - ANONYMIZED_TELEMETRY=${ANONYMIZED_TELEMETRY:-false} + - BROWSER_USE_LOGGING_LEVEL=${BROWSER_USE_LOGGING_LEVEL:-info} + + # Browser Settings + - BROWSER_PATH= + - BROWSER_USER_DATA= + - BROWSER_DEBUGGING_PORT=${BROWSER_DEBUGGING_PORT:-9222} + - BROWSER_DEBUGGING_HOST=localhost + - USE_OWN_BROWSER=false + - KEEP_BROWSER_OPEN=true + - BROWSER_CDP=${BROWSER_CDP:-} # e.g., http://localhost:9222 + + # Display Settings + - DISPLAY=:99 + # This ENV is used by the Dockerfile during build time if playwright respects it. + # It's not strictly needed at runtime by docker-compose unless your app or scripts also read it. + - PLAYWRIGHT_BROWSERS_PATH=/ms-browsers # Matches Dockerfile ENV + - RESOLUTION=${RESOLUTION:-1920x1080x24} + - RESOLUTION_WIDTH=${RESOLUTION_WIDTH:-1920} + - RESOLUTION_HEIGHT=${RESOLUTION_HEIGHT:-1080} + + # VNC Settings + - VNC_PASSWORD=${VNC_PASSWORD:-youvncpassword} + + volumes: + - /tmp/.X11-unix:/tmp/.X11-unix + # - ./my_chrome_data:/app/data/chrome_data # Optional: persist browser data + restart: unless-stopped + shm_size: "2gb" + cap_add: + - SYS_ADMIN + tmpfs: + - /tmp + healthcheck: + test: ["CMD", "nc", "-z", "localhost", "5901"] # VNC port + interval: 10s + timeout: 5s + retries: 3 diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..f705524 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,10 @@ +browser-use==0.1.48 +pyperclip==1.9.0 +gradio==5.27.0 +json-repair +langchain-mistralai==0.2.4 +MainContentExtractor==0.0.4 +langchain-ibm==0.3.10 +langchain_mcp_adapters==0.0.9 +langgraph==0.3.34 +langchain-community diff --git a/src/__init__.py b/src/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/agent/__init__.py b/src/agent/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/agent/browser_use/browser_use_agent.py b/src/agent/browser_use/browser_use_agent.py new file mode 100644 index 0000000..f7f6107 --- /dev/null +++ b/src/agent/browser_use/browser_use_agent.py @@ -0,0 +1,169 @@ +from __future__ import annotations + +import asyncio +import logging +import os + +# from lmnr.sdk.decorators import observe +from browser_use.agent.gif import create_history_gif +from browser_use.agent.service import Agent, AgentHookFunc +from browser_use.agent.views import ( + ActionResult, + AgentHistory, + AgentHistoryList, + AgentStepInfo, + ToolCallingMethod, +) +from browser_use.browser.views import BrowserStateHistory +from browser_use.utils import time_execution_async +from dotenv import load_dotenv +from browser_use.agent.message_manager.utils import is_model_without_tool_support + +load_dotenv() +logger = logging.getLogger(__name__) + +SKIP_LLM_API_KEY_VERIFICATION = ( + os.environ.get("SKIP_LLM_API_KEY_VERIFICATION", "false").lower()[0] in "ty1" +) + + +class BrowserUseAgent(Agent): + def _set_tool_calling_method(self) -> ToolCallingMethod | None: + tool_calling_method = self.settings.tool_calling_method + if tool_calling_method == 'auto': + if is_model_without_tool_support(self.model_name): + return 'raw' + elif self.chat_model_library == 'ChatGoogleGenerativeAI': + return None + elif self.chat_model_library == 'ChatOpenAI': + return 'function_calling' + elif self.chat_model_library == 'AzureChatOpenAI': + return 'function_calling' + else: + return None + else: + return tool_calling_method + + @time_execution_async("--run (agent)") + async def run( + self, max_steps: int = 100, on_step_start: AgentHookFunc | None = None, + on_step_end: AgentHookFunc | None = None + ) -> AgentHistoryList: + """Execute the task with maximum number of steps""" + + loop = asyncio.get_event_loop() + + # Set up the Ctrl+C signal handler with callbacks specific to this agent + from browser_use.utils import SignalHandler + + signal_handler = SignalHandler( + loop=loop, + pause_callback=self.pause, + resume_callback=self.resume, + custom_exit_callback=None, # No special cleanup needed on forced exit + exit_on_second_int=True, + ) + signal_handler.register() + + try: + self._log_agent_run() + + # Execute initial actions if provided + if self.initial_actions: + result = await self.multi_act(self.initial_actions, check_for_new_elements=False) + self.state.last_result = result + + for step in range(max_steps): + # Check if waiting for user input after Ctrl+C + if self.state.paused: + signal_handler.wait_for_resume() + signal_handler.reset() + + # Check if we should stop due to too many failures + if self.state.consecutive_failures >= self.settings.max_failures: + logger.error(f'❌ Stopping due to {self.settings.max_failures} consecutive failures') + break + + # Check control flags before each step + if self.state.stopped: + logger.info('Agent stopped') + break + + while self.state.paused: + await asyncio.sleep(0.2) # Small delay to prevent CPU spinning + if self.state.stopped: # Allow stopping while paused + break + + if on_step_start is not None: + await on_step_start(self) + + step_info = AgentStepInfo(step_number=step, max_steps=max_steps) + await self.step(step_info) + + if on_step_end is not None: + await on_step_end(self) + + if self.state.history.is_done(): + if self.settings.validate_output and step < max_steps - 1: + if not await self._validate_output(): + continue + + await self.log_completion() + break + else: + error_message = 'Failed to complete task in maximum steps' + + self.state.history.history.append( + AgentHistory( + model_output=None, + result=[ActionResult(error=error_message, include_in_memory=True)], + state=BrowserStateHistory( + url='', + title='', + tabs=[], + interacted_element=[], + screenshot=None, + ), + metadata=None, + ) + ) + + logger.info(f'❌ {error_message}') + + return self.state.history + + except KeyboardInterrupt: + # Already handled by our signal handler, but catch any direct KeyboardInterrupt as well + logger.info('Got KeyboardInterrupt during execution, returning current history') + return self.state.history + + finally: + # Unregister signal handlers before cleanup + signal_handler.unregister() + + if self.settings.save_playwright_script_path: + logger.info( + f'Agent run finished. Attempting to save Playwright script to: {self.settings.save_playwright_script_path}' + ) + try: + # Extract sensitive data keys if sensitive_data is provided + keys = list(self.sensitive_data.keys()) if self.sensitive_data else None + # Pass browser and context config to the saving method + self.state.history.save_as_playwright_script( + self.settings.save_playwright_script_path, + sensitive_data_keys=keys, + browser_config=self.browser.config, + context_config=self.browser_context.config, + ) + except Exception as script_gen_err: + # Log any error during script generation/saving + logger.error(f'Failed to save Playwright script: {script_gen_err}', exc_info=True) + + await self.close() + + if self.settings.generate_gif: + output_path: str = 'agent_history.gif' + if isinstance(self.settings.generate_gif, str): + output_path = self.settings.generate_gif + + create_history_gif(task=self.task, history=self.state.history, output_path=output_path) diff --git a/src/agent/deep_research/deep_research_agent.py b/src/agent/deep_research/deep_research_agent.py new file mode 100644 index 0000000..86be301 --- /dev/null +++ b/src/agent/deep_research/deep_research_agent.py @@ -0,0 +1,1261 @@ +import asyncio +import json +import logging +import os +import threading +import uuid +from pathlib import Path +from typing import Any, Dict, List, Optional, TypedDict + +from browser_use.browser.browser import BrowserConfig +from langchain_community.tools.file_management import ( + ListDirectoryTool, + ReadFileTool, + WriteFileTool, +) + +# Langchain imports +from langchain_core.messages import ( + AIMessage, + BaseMessage, + HumanMessage, + SystemMessage, + ToolMessage, +) +from langchain_core.prompts import ChatPromptTemplate +from langchain_core.tools import StructuredTool, Tool + +# Langgraph imports +from langgraph.graph import StateGraph +from pydantic import BaseModel, Field + +from browser_use.browser.context import BrowserContextConfig + +from src.agent.browser_use.browser_use_agent import BrowserUseAgent +from src.browser.custom_browser import CustomBrowser +from src.controller.custom_controller import CustomController +from src.utils.mcp_client import setup_mcp_client_and_tools + +logger = logging.getLogger(__name__) + +# Constants +REPORT_FILENAME = "report.md" +PLAN_FILENAME = "research_plan.md" +SEARCH_INFO_FILENAME = "search_info.json" + +_AGENT_STOP_FLAGS = {} +_BROWSER_AGENT_INSTANCES = {} + + +async def run_single_browser_task( + task_query: str, + task_id: str, + llm: Any, # Pass the main LLM + browser_config: Dict[str, Any], + stop_event: threading.Event, + use_vision: bool = False, +) -> Dict[str, Any]: + """ + Runs a single BrowserUseAgent task. + Manages browser creation and closing for this specific task. + """ + if not BrowserUseAgent: + return { + "query": task_query, + "error": "BrowserUseAgent components not available.", + } + + # --- Browser Setup --- + # These should ideally come from the main agent's config + headless = browser_config.get("headless", False) + window_w = browser_config.get("window_width", 1280) + window_h = browser_config.get("window_height", 1100) + browser_user_data_dir = browser_config.get("user_data_dir", None) + use_own_browser = browser_config.get("use_own_browser", False) + browser_binary_path = browser_config.get("browser_binary_path", None) + wss_url = browser_config.get("wss_url", None) + cdp_url = browser_config.get("cdp_url", None) + disable_security = browser_config.get("disable_security", False) + + bu_browser = None + bu_browser_context = None + try: + logger.info(f"Starting browser task for query: {task_query}") + extra_args = [] + if use_own_browser: + browser_binary_path = os.getenv("BROWSER_PATH", None) or browser_binary_path + if browser_binary_path == "": + browser_binary_path = None + browser_user_data = browser_user_data_dir or os.getenv("BROWSER_USER_DATA", None) + if browser_user_data: + extra_args += [f"--user-data-dir={browser_user_data}"] + else: + browser_binary_path = None + + bu_browser = CustomBrowser( + config=BrowserConfig( + headless=headless, + browser_binary_path=browser_binary_path, + extra_browser_args=extra_args, + wss_url=wss_url, + cdp_url=cdp_url, + new_context_config=BrowserContextConfig( + window_width=window_w, + window_height=window_h, + ) + ) + ) + + context_config = BrowserContextConfig( + save_downloads_path="./tmp/downloads", + window_height=window_h, + window_width=window_w, + force_new_context=True, + ) + bu_browser_context = await bu_browser.new_context(config=context_config) + + # Simple controller example, replace with your actual implementation if needed + bu_controller = CustomController() + + # Construct the task prompt for BrowserUseAgent + # Instruct it to find specific info and return title/URL + bu_task_prompt = f""" + Research Task: {task_query} + Objective: Find relevant information answering the query. + Output Requirements: For each relevant piece of information found, please provide: + 1. A concise summary of the information. + 2. The title of the source page or document. + 3. The URL of the source. + Focus on accuracy and relevance. Avoid irrelevant details. + PDF cannot directly extract _content, please try to download first, then using read_file, if you can't save or read, please try other methods. + """ + + bu_agent_instance = BrowserUseAgent( + task=bu_task_prompt, + llm=llm, # Use the passed LLM + browser=bu_browser, + browser_context=bu_browser_context, + controller=bu_controller, + use_vision=use_vision, + source="webui", + ) + + # Store instance for potential stop() call + task_key = f"{task_id}_{uuid.uuid4()}" + _BROWSER_AGENT_INSTANCES[task_key] = bu_agent_instance + + # --- Run with Stop Check --- + # BrowserUseAgent needs to internally check a stop signal or have a stop method. + # We simulate checking before starting and assume `run` might be interruptible + # or have its own stop mechanism we can trigger via bu_agent_instance.stop(). + if stop_event.is_set(): + logger.info(f"Browser task for '{task_query}' cancelled before start.") + return {"query": task_query, "result": None, "status": "cancelled"} + + # The run needs to be awaitable and ideally accept a stop signal or have a .stop() method + # result = await bu_agent_instance.run(max_steps=max_steps) # Add max_steps if applicable + # Let's assume a simplified run for now + logger.info(f"Running BrowserUseAgent for: {task_query}") + result = await bu_agent_instance.run() # Assuming run is the main method + logger.info(f"BrowserUseAgent finished for: {task_query}") + + final_data = result.final_result() + + if stop_event.is_set(): + logger.info(f"Browser task for '{task_query}' stopped during execution.") + return {"query": task_query, "result": final_data, "status": "stopped"} + else: + logger.info(f"Browser result for '{task_query}': {final_data}") + return {"query": task_query, "result": final_data, "status": "completed"} + + except Exception as e: + logger.error( + f"Error during browser task for query '{task_query}': {e}", exc_info=True + ) + return {"query": task_query, "error": str(e), "status": "failed"} + finally: + if bu_browser_context: + try: + await bu_browser_context.close() + bu_browser_context = None + logger.info("Closed browser context.") + except Exception as e: + logger.error(f"Error closing browser context: {e}") + if bu_browser: + try: + await bu_browser.close() + bu_browser = None + logger.info("Closed browser.") + except Exception as e: + logger.error(f"Error closing browser: {e}") + + if task_key in _BROWSER_AGENT_INSTANCES: + del _BROWSER_AGENT_INSTANCES[task_key] + + +class BrowserSearchInput(BaseModel): + queries: List[str] = Field( + description="List of distinct search queries to find information relevant to the research task." + ) + + +async def _run_browser_search_tool( + queries: List[str], + task_id: str, # Injected dependency + llm: Any, # Injected dependency + browser_config: Dict[str, Any], + stop_event: threading.Event, + max_parallel_browsers: int = 1, +) -> List[Dict[str, Any]]: + """ + Internal function to execute parallel browser searches based on LLM-provided queries. + Handles concurrency and stop signals. + """ + + # Limit queries just in case LLM ignores the description + queries = queries[:max_parallel_browsers] + logger.info( + f"[Browser Tool {task_id}] Running search for {len(queries)} queries: {queries}" + ) + + results = [] + semaphore = asyncio.Semaphore(max_parallel_browsers) + + async def task_wrapper(query): + async with semaphore: + if stop_event.is_set(): + logger.info( + f"[Browser Tool {task_id}] Skipping task due to stop signal: {query}" + ) + return {"query": query, "result": None, "status": "cancelled"} + # Pass necessary injected configs and the stop event + return await run_single_browser_task( + query, + task_id, + llm, # Pass the main LLM (or a dedicated one if needed) + browser_config, + stop_event, + # use_vision could be added here if needed + ) + + tasks = [task_wrapper(query) for query in queries] + search_results = await asyncio.gather(*tasks, return_exceptions=True) + + processed_results = [] + for i, res in enumerate(search_results): + query = queries[i] # Get corresponding query + if isinstance(res, Exception): + logger.error( + f"[Browser Tool {task_id}] Gather caught exception for query '{query}': {res}", + exc_info=True, + ) + processed_results.append( + {"query": query, "error": str(res), "status": "failed"} + ) + elif isinstance(res, dict): + processed_results.append(res) + else: + logger.error( + f"[Browser Tool {task_id}] Unexpected result type for query '{query}': {type(res)}" + ) + processed_results.append( + {"query": query, "error": "Unexpected result type", "status": "failed"} + ) + + logger.info( + f"[Browser Tool {task_id}] Finished search. Results count: {len(processed_results)}" + ) + return processed_results + + +def create_browser_search_tool( + llm: Any, + browser_config: Dict[str, Any], + task_id: str, + stop_event: threading.Event, + max_parallel_browsers: int = 1, +) -> StructuredTool: + """Factory function to create the browser search tool with necessary dependencies.""" + # Use partial to bind the dependencies that aren't part of the LLM call arguments + from functools import partial + + bound_tool_func = partial( + _run_browser_search_tool, + task_id=task_id, + llm=llm, + browser_config=browser_config, + stop_event=stop_event, + max_parallel_browsers=max_parallel_browsers, + ) + + return StructuredTool.from_function( + coroutine=bound_tool_func, + name="parallel_browser_search", + description=f"""Use this tool to actively search the web for information related to a specific research task or question. +It runs up to {max_parallel_browsers} searches in parallel using a browser agent for better results than simple scraping. +Provide a list of distinct search queries(up to {max_parallel_browsers}) that are likely to yield relevant information.""", + args_schema=BrowserSearchInput, + ) + + +# --- Langgraph State Definition --- + + +class ResearchTaskItem(TypedDict): + # step: int # Maybe step within category, or just implicit by order + task_description: str + status: str # "pending", "completed", "failed" + queries: Optional[List[str]] + result_summary: Optional[str] + + +class ResearchCategoryItem(TypedDict): + category_name: str + tasks: List[ResearchTaskItem] + # Optional: category_status: str # Could be "pending", "in_progress", "completed" + + +class DeepResearchState(TypedDict): + task_id: str + topic: str + research_plan: List[ResearchCategoryItem] # CHANGED + search_results: List[Dict[str, Any]] + llm: Any + tools: List[Tool] + output_dir: Path + browser_config: Dict[str, Any] + final_report: Optional[str] + current_category_index: int + current_task_index_in_category: int + stop_requested: bool + error_message: Optional[str] + messages: List[BaseMessage] + + +# --- Langgraph Nodes --- + + +def _load_previous_state(task_id: str, output_dir: str) -> Dict[str, Any]: + state_updates = {} + plan_file = os.path.join(output_dir, PLAN_FILENAME) + search_file = os.path.join(output_dir, SEARCH_INFO_FILENAME) + + loaded_plan: List[ResearchCategoryItem] = [] + next_cat_idx, next_task_idx = 0, 0 + found_pending = False + + if os.path.exists(plan_file): + try: + with open(plan_file, "r", encoding="utf-8") as f: + current_category: Optional[ResearchCategoryItem] = None + lines = f.readlines() + cat_counter = 0 + task_counter_in_cat = 0 + + for line_num, line_content in enumerate(lines): + line = line_content.strip() + if line.startswith("## "): # Category + if current_category: # Save previous category + loaded_plan.append(current_category) + if not found_pending: # If previous category was all done, advance cat counter + cat_counter += 1 + task_counter_in_cat = 0 + category_name = line[line.find(" "):].strip() # Get text after "## X. " + current_category = ResearchCategoryItem(category_name=category_name, tasks=[]) + elif (line.startswith("- [ ]") or line.startswith("- [x]") or line.startswith( + "- [-]")) and current_category: # Task + status = "pending" + if line.startswith("- [x]"): + status = "completed" + elif line.startswith("- [-]"): + status = "failed" + + task_desc = line[5:].strip() + current_category["tasks"].append( + ResearchTaskItem(task_description=task_desc, status=status, queries=None, + result_summary=None) + ) + if status == "pending" and not found_pending: + next_cat_idx = cat_counter + next_task_idx = task_counter_in_cat + found_pending = True + if not found_pending: # only increment if previous tasks were completed/failed + task_counter_in_cat += 1 + + if current_category: # Append last category + loaded_plan.append(current_category) + + if loaded_plan: + state_updates["research_plan"] = loaded_plan + if not found_pending and loaded_plan: # All tasks were completed or failed + next_cat_idx = len(loaded_plan) # Points beyond the last category + next_task_idx = 0 + state_updates["current_category_index"] = next_cat_idx + state_updates["current_task_index_in_category"] = next_task_idx + logger.info( + f"Loaded hierarchical research plan from {plan_file}. " + f"Next task: Category {next_cat_idx}, Task {next_task_idx} in category." + ) + else: + logger.warning(f"Plan file {plan_file} was empty or malformed.") + + except Exception as e: + logger.error(f"Failed to load or parse research plan {plan_file}: {e}", exc_info=True) + state_updates["error_message"] = f"Failed to load research plan: {e}" + else: + logger.info(f"Plan file {plan_file} not found. Will start fresh.") + + if os.path.exists(search_file): + try: + with open(search_file, "r", encoding="utf-8") as f: + state_updates["search_results"] = json.load(f) + logger.info(f"Loaded search results from {search_file}") + except Exception as e: + logger.error(f"Failed to load search results {search_file}: {e}") + state_updates["error_message"] = ( + state_updates.get("error_message", "") + f" Failed to load search results: {e}").strip() + + return state_updates + + +def _save_plan_to_md(plan: List[ResearchCategoryItem], output_dir: str): + plan_file = os.path.join(output_dir, PLAN_FILENAME) + try: + with open(plan_file, "w", encoding="utf-8") as f: + f.write(f"# Research Plan\n\n") + for cat_idx, category in enumerate(plan): + f.write(f"## {cat_idx + 1}. {category['category_name']}\n\n") + for task_idx, task in enumerate(category['tasks']): + marker = "- [x]" if task["status"] == "completed" else "- [ ]" if task[ + "status"] == "pending" else "- [-]" # [-] for failed + f.write(f" {marker} {task['task_description']}\n") + f.write("\n") + logger.info(f"Hierarchical research plan saved to {plan_file}") + except Exception as e: + logger.error(f"Failed to save research plan to {plan_file}: {e}") + + +def _save_search_results_to_json(results: List[Dict[str, Any]], output_dir: str): + """Appends or overwrites search results to a JSON file.""" + search_file = os.path.join(output_dir, SEARCH_INFO_FILENAME) + try: + # Simple overwrite for now, could be append + with open(search_file, "w", encoding="utf-8") as f: + json.dump(results, f, indent=2, ensure_ascii=False) + logger.info(f"Search results saved to {search_file}") + except Exception as e: + logger.error(f"Failed to save search results to {search_file}: {e}") + + +def _save_report_to_md(report: str, output_dir: Path): + """Saves the final report to a markdown file.""" + report_file = os.path.join(output_dir, REPORT_FILENAME) + try: + with open(report_file, "w", encoding="utf-8") as f: + f.write(report) + logger.info(f"Final report saved to {report_file}") + except Exception as e: + logger.error(f"Failed to save final report to {report_file}: {e}") + + +async def planning_node(state: DeepResearchState) -> Dict[str, Any]: + logger.info("--- Entering Planning Node ---") + if state.get("stop_requested"): + logger.info("Stop requested, skipping planning.") + return {"stop_requested": True} + + llm = state["llm"] + topic = state["topic"] + existing_plan = state.get("research_plan") + output_dir = state["output_dir"] + + if existing_plan and ( + state.get("current_category_index", 0) > 0 or state.get("current_task_index_in_category", 0) > 0): + logger.info("Resuming with existing plan.") + _save_plan_to_md(existing_plan, output_dir) # Ensure it's saved initially + # current_category_index and current_task_index_in_category should be set by _load_previous_state + return {"research_plan": existing_plan} + + logger.info(f"Generating new research plan for topic: {topic}") + + prompt_text = f"""You are a meticulous research assistant. Your goal is to create a hierarchical research plan to thoroughly investigate the topic: "{topic}". +The plan should be structured into several main research categories. Each category should contain a list of specific, actionable research tasks or questions. +Format the output as a JSON list of objects. Each object represents a research category and should have: +1. "category_name": A string for the name of the research category. +2. "tasks": A list of strings, where each string is a specific research task for that category. + +Example JSON Output: +[ + {{ + "category_name": "Understanding Core Concepts and Definitions", + "tasks": [ + "Define the primary terminology associated with '{topic}'.", + "Identify the fundamental principles and theories underpinning '{topic}'." + ] + }}, + {{ + "category_name": "Historical Development and Key Milestones", + "tasks": [ + "Trace the historical evolution of '{topic}'.", + "Identify key figures, events, or breakthroughs in the development of '{topic}'." + ] + }}, + {{ + "category_name": "Current State-of-the-Art and Applications", + "tasks": [ + "Analyze the current advancements and prominent applications of '{topic}'.", + "Investigate ongoing research and active areas of development related to '{topic}'." + ] + }}, + {{ + "category_name": "Challenges, Limitations, and Future Outlook", + "tasks": [ + "Identify the major challenges and limitations currently facing '{topic}'.", + "Explore potential future trends, ethical considerations, and societal impacts of '{topic}'." + ] + }} +] + +Generate a plan with 3-10 categories, and 2-6 tasks per category for the topic: "{topic}" according to the complexity of the topic. +Ensure the output is a valid JSON array. +""" + messages = [ + SystemMessage(content="You are a research planning assistant outputting JSON."), + HumanMessage(content=prompt_text) + ] + + try: + response = await llm.ainvoke(messages) + raw_content = response.content + # The LLM might wrap the JSON in backticks + if raw_content.strip().startswith("```json"): + raw_content = raw_content.strip()[7:-3].strip() + elif raw_content.strip().startswith("```"): + raw_content = raw_content.strip()[3:-3].strip() + + logger.debug(f"LLM response for plan: {raw_content}") + parsed_plan_from_llm = json.loads(raw_content) + + new_plan: List[ResearchCategoryItem] = [] + for cat_idx, category_data in enumerate(parsed_plan_from_llm): + if not isinstance(category_data, + dict) or "category_name" not in category_data or "tasks" not in category_data: + logger.warning(f"Skipping invalid category data: {category_data}") + continue + + tasks: List[ResearchTaskItem] = [] + for task_idx, task_desc in enumerate(category_data["tasks"]): + if isinstance(task_desc, str): + tasks.append( + ResearchTaskItem( + task_description=task_desc, + status="pending", + queries=None, + result_summary=None, + ) + ) + else: # Sometimes LLM puts tasks as {"task": "description"} + if isinstance(task_desc, dict) and "task_description" in task_desc: + tasks.append( + ResearchTaskItem( + task_description=task_desc["task_description"], + status="pending", + queries=None, + result_summary=None, + ) + ) + elif isinstance(task_desc, dict) and "task" in task_desc: # common LLM mistake + tasks.append( + ResearchTaskItem( + task_description=task_desc["task"], + status="pending", + queries=None, + result_summary=None, + ) + ) + else: + logger.warning( + f"Skipping invalid task data: {task_desc} in category {category_data['category_name']}") + + new_plan.append( + ResearchCategoryItem( + category_name=category_data["category_name"], + tasks=tasks, + ) + ) + + if not new_plan: + logger.error("LLM failed to generate a valid plan structure from JSON.") + return {"error_message": "Failed to generate research plan structure."} + + logger.info(f"Generated research plan with {len(new_plan)} categories.") + _save_plan_to_md(new_plan, output_dir) # Save the hierarchical plan + + return { + "research_plan": new_plan, + "current_category_index": 0, + "current_task_index_in_category": 0, + "search_results": [], + } + + except json.JSONDecodeError as e: + logger.error(f"Failed to parse JSON from LLM for plan: {e}. Response was: {raw_content}", exc_info=True) + return {"error_message": f"LLM generated invalid JSON for research plan: {e}"} + except Exception as e: + logger.error(f"Error during planning: {e}", exc_info=True) + return {"error_message": f"LLM Error during planning: {e}"} + + +async def research_execution_node(state: DeepResearchState) -> Dict[str, Any]: + logger.info("--- Entering Research Execution Node ---") + if state.get("stop_requested"): + logger.info("Stop requested, skipping research execution.") + return { + "stop_requested": True, + "current_category_index": state["current_category_index"], + "current_task_index_in_category": state["current_task_index_in_category"], + } + + plan = state["research_plan"] + cat_idx = state["current_category_index"] + task_idx = state["current_task_index_in_category"] + llm = state["llm"] + tools = state["tools"] + output_dir = str(state["output_dir"]) + task_id = state["task_id"] # For _AGENT_STOP_FLAGS + + # This check should ideally be handled by `should_continue` + if not plan or cat_idx >= len(plan): + logger.info("Research plan complete or categories exhausted.") + return {} # should route to synthesis + + current_category = plan[cat_idx] + if task_idx >= len(current_category["tasks"]): + logger.info(f"All tasks in category '{current_category['category_name']}' completed. Moving to next category.") + # This logic is now effectively handled by should_continue and the index updates below + # The next iteration will be caught by should_continue or this node with updated indices + return { + "current_category_index": cat_idx + 1, + "current_task_index_in_category": 0, + "messages": state["messages"] # Pass messages along + } + + current_task = current_category["tasks"][task_idx] + + if current_task["status"] == "completed": + logger.info( + f"Task '{current_task['task_description']}' in category '{current_category['category_name']}' already completed. Skipping.") + # Logic to find next task + next_task_idx = task_idx + 1 + next_cat_idx = cat_idx + if next_task_idx >= len(current_category["tasks"]): + next_cat_idx += 1 + next_task_idx = 0 + return { + "current_category_index": next_cat_idx, + "current_task_index_in_category": next_task_idx, + "messages": state["messages"] # Pass messages along + } + + logger.info( + f"Executing research task: '{current_task['task_description']}' (Category: '{current_category['category_name']}')" + ) + + llm_with_tools = llm.bind_tools(tools) + + # Construct messages for LLM invocation + task_prompt_content = ( + f"Current Research Category: {current_category['category_name']}\n" + f"Specific Task: {current_task['task_description']}\n\n" + "Please use the available tools, especially 'parallel_browser_search', to gather information for this specific task. " + "Provide focused search queries relevant ONLY to this task. " + "If you believe you have sufficient information from previous steps for this specific task, you can indicate that you are ready to summarize or that no further search is needed." + ) + current_task_message_history = [ + HumanMessage(content=task_prompt_content) + ] + if not state["messages"]: # First actual execution message + invocation_messages = [ + SystemMessage( + content="You are a research assistant executing one task of a research plan. Focus on the current task only."), + ] + current_task_message_history + else: + invocation_messages = state["messages"] + current_task_message_history + + try: + logger.info(f"Invoking LLM with tools for task: {current_task['task_description']}") + ai_response: BaseMessage = await llm_with_tools.ainvoke(invocation_messages) + logger.info("LLM invocation complete.") + + tool_results = [] + executed_tool_names = [] + current_search_results = state.get("search_results", []) # Get existing search results + + if not isinstance(ai_response, AIMessage) or not ai_response.tool_calls: + logger.warning( + f"LLM did not call any tool for task '{current_task['task_description']}'. Response: {ai_response.content[:100]}..." + ) + current_task["status"] = "pending" # Or "completed_no_tool" if LLM explains it's done + current_task["result_summary"] = f"LLM did not use a tool. Response: {ai_response.content}" + current_task["current_category_index"] = cat_idx + current_task["current_task_index_in_category"] = task_idx + return current_task + # We still save the plan and advance. + else: + # Process tool calls + for tool_call in ai_response.tool_calls: + tool_name = tool_call.get("name") + tool_args = tool_call.get("args", {}) + tool_call_id = tool_call.get("id") + + logger.info(f"LLM requested tool call: {tool_name} with args: {tool_args}") + executed_tool_names.append(tool_name) + selected_tool = next((t for t in tools if t.name == tool_name), None) + + if not selected_tool: + logger.error(f"LLM called tool '{tool_name}' which is not available.") + tool_results.append( + ToolMessage(content=f"Error: Tool '{tool_name}' not found.", tool_call_id=tool_call_id)) + continue + + try: + stop_event = _AGENT_STOP_FLAGS.get(task_id) + if stop_event and stop_event.is_set(): + logger.info(f"Stop requested before executing tool: {tool_name}") + current_task["status"] = "pending" # Or a new "stopped" status + _save_plan_to_md(plan, output_dir) + return {"stop_requested": True, "research_plan": plan, "current_category_index": cat_idx, + "current_task_index_in_category": task_idx} + + logger.info(f"Executing tool: {tool_name}") + tool_output = await selected_tool.ainvoke(tool_args) + logger.info(f"Tool '{tool_name}' executed successfully.") + + if tool_name == "parallel_browser_search": + current_search_results.extend(tool_output) # tool_output is List[Dict] + else: # For other tools, we might need specific handling or just log + logger.info(f"Result from tool '{tool_name}': {str(tool_output)[:200]}...") + # Storing non-browser results might need a different structure or key in search_results + current_search_results.append( + {"tool_name": tool_name, "args": tool_args, "output": str(tool_output), + "status": "completed"}) + + tool_results.append(ToolMessage(content=json.dumps(tool_output), tool_call_id=tool_call_id)) + + except Exception as e: + logger.error(f"Error executing tool '{tool_name}': {e}", exc_info=True) + tool_results.append( + ToolMessage(content=f"Error executing tool {tool_name}: {e}", tool_call_id=tool_call_id)) + current_search_results.append( + {"tool_name": tool_name, "args": tool_args, "status": "failed", "error": str(e)}) + + # After processing all tool calls for this task + step_failed_tool_execution = any("Error:" in str(tr.content) for tr in tool_results) + # Consider a task successful if a browser search was attempted and didn't immediately error out during call + # The browser search itself returns status for each query. + browser_tool_attempted_successfully = "parallel_browser_search" in executed_tool_names and not step_failed_tool_execution + + if step_failed_tool_execution: + current_task["status"] = "failed" + current_task[ + "result_summary"] = f"Tool execution failed. Errors: {[tr.content for tr in tool_results if 'Error' in str(tr.content)]}" + elif executed_tool_names: # If any tool was called + current_task["status"] = "completed" + current_task["result_summary"] = f"Executed tool(s): {', '.join(executed_tool_names)}." + # TODO: Could ask LLM to summarize the tool_results for this task if needed, rather than just listing tools. + else: # No tool calls but AI response had .tool_calls structure (empty) + current_task["status"] = "failed" # Or a more specific status + current_task["result_summary"] = "LLM prepared for tool call but provided no tools." + + # Save progress + _save_plan_to_md(plan, output_dir) + _save_search_results_to_json(current_search_results, output_dir) + + # Determine next indices + next_task_idx = task_idx + 1 + next_cat_idx = cat_idx + if next_task_idx >= len(current_category["tasks"]): + next_cat_idx += 1 + next_task_idx = 0 + + updated_messages = state["messages"] + current_task_message_history + [ai_response] + tool_results + + return { + "research_plan": plan, + "search_results": current_search_results, + "current_category_index": next_cat_idx, + "current_task_index_in_category": next_task_idx, + "messages": updated_messages, + } + + except Exception as e: + logger.error(f"Unhandled error during research execution for task '{current_task['task_description']}': {e}", + exc_info=True) + current_task["status"] = "failed" + _save_plan_to_md(plan, output_dir) + # Determine next indices even on error to attempt to move on + next_task_idx = task_idx + 1 + next_cat_idx = cat_idx + if next_task_idx >= len(current_category["tasks"]): + next_cat_idx += 1 + next_task_idx = 0 + return { + "research_plan": plan, + "current_category_index": next_cat_idx, + "current_task_index_in_category": next_task_idx, + "error_message": f"Core Execution Error on task '{current_task['task_description']}': {e}", + "messages": state["messages"] + current_task_message_history # Preserve messages up to error + } + + +async def synthesis_node(state: DeepResearchState) -> Dict[str, Any]: + """Synthesizes the final report from the collected search results.""" + logger.info("--- Entering Synthesis Node ---") + if state.get("stop_requested"): + logger.info("Stop requested, skipping synthesis.") + return {"stop_requested": True} + + llm = state["llm"] + topic = state["topic"] + search_results = state.get("search_results", []) + output_dir = state["output_dir"] + plan = state["research_plan"] # Include plan for context + + if not search_results: + logger.warning("No search results found to synthesize report.") + report = f"# Research Report: {topic}\n\nNo information was gathered during the research process." + _save_report_to_md(report, output_dir) + return {"final_report": report} + + logger.info( + f"Synthesizing report from {len(search_results)} collected search result entries." + ) + + # Prepare context for the LLM + # Format search results nicely, maybe group by query or original plan step + formatted_results = "" + references = {} + ref_count = 1 + for i, result_entry in enumerate(search_results): + query = result_entry.get("query", "Unknown Query") # From parallel_browser_search + tool_name = result_entry.get("tool_name") # From other tools + status = result_entry.get("status", "unknown") + result_data = result_entry.get("result") # From BrowserUseAgent's final_result + tool_output_str = result_entry.get("output") # From other tools + + if tool_name == "parallel_browser_search" and status == "completed" and result_data: + # result_data is the summary from BrowserUseAgent + formatted_results += f'### Finding from Web Search Query: "{query}"\n' + formatted_results += f"- **Summary:**\n{result_data}\n" # result_data is already a summary string here + # If result_data contained title/URL, you'd format them here. + # The current BrowserUseAgent returns a string summary directly as 'final_data' in run_single_browser_task + formatted_results += "---\n" + elif tool_name != "parallel_browser_search" and status == "completed" and tool_output_str: + formatted_results += f'### Finding from Tool: "{tool_name}" (Args: {result_entry.get("args")})\n' + formatted_results += f"- **Output:**\n{tool_output_str}\n" + formatted_results += "---\n" + elif status == "failed": + error = result_entry.get("error") + q_or_t = f"Query: \"{query}\"" if query != "Unknown Query" else f"Tool: \"{tool_name}\"" + formatted_results += f'### Failed {q_or_t}\n' + formatted_results += f"- **Error:** {error}\n" + formatted_results += "---\n" + + # Prepare the research plan context + plan_summary = "\nResearch Plan Followed:\n" + for cat_idx, category in enumerate(plan): + plan_summary += f"\n#### Category {cat_idx + 1}: {category['category_name']}\n" + for task_idx, task in enumerate(category['tasks']): + marker = "[x]" if task["status"] == "completed" else "[ ]" if task["status"] == "pending" else "[-]" + plan_summary += f" - {marker} {task['task_description']}\n" + + synthesis_prompt = ChatPromptTemplate.from_messages( + [ + ( + "system", + """You are a professional researcher tasked with writing a comprehensive and well-structured report based on collected findings. + The report should address the research topic thoroughly, synthesizing the information gathered from various sources. + Structure the report logically: + 1. Briefly introduce the topic and the report's scope (mentioning the research plan followed, including categories and tasks, is good). + 2. Discuss the key findings, organizing them thematically, possibly aligning with the research categories. Analyze, compare, and contrast information. + 3. Summarize the main points and offer concluding thoughts. + + Ensure the tone is objective and professional. + If findings are contradictory or incomplete, acknowledge this. + """, # Removed citation part for simplicity for now, as browser agent returns summaries. + ), + ( + "human", + f""" + **Research Topic:** {topic} + + {plan_summary} + + **Collected Findings:** + ``` + {formatted_results} + ``` + + Please generate the final research report in Markdown format based **only** on the information above. + """, + ), + ] + ) + + try: + response = await llm.ainvoke( + synthesis_prompt.format_prompt( + topic=topic, + plan_summary=plan_summary, + formatted_results=formatted_results, + ).to_messages() + ) + final_report_md = response.content + + # Append the reference list automatically to the end of the generated markdown + if references: + report_references_section = "\n\n## References\n\n" + # Sort refs by ID for consistent output + sorted_refs = sorted(references.values(), key=lambda x: x["id"]) + for ref in sorted_refs: + report_references_section += ( + f"[{ref['id']}] {ref['title']} - {ref['url']}\n" + ) + final_report_md += report_references_section + + logger.info("Successfully synthesized the final report.") + _save_report_to_md(final_report_md, output_dir) + return {"final_report": final_report_md} + + except Exception as e: + logger.error(f"Error during report synthesis: {e}", exc_info=True) + return {"error_message": f"LLM Error during synthesis: {e}"} + + +# --- Langgraph Edges and Conditional Logic --- + + +def should_continue(state: DeepResearchState) -> str: + logger.info("--- Evaluating Condition: Should Continue? ---") + if state.get("stop_requested"): + logger.info("Stop requested, routing to END.") + return "end_run" + if state.get("error_message") and "Core Execution Error" in state["error_message"]: # Critical error in node + logger.warning(f"Critical error detected: {state['error_message']}. Routing to END.") + return "end_run" + + plan = state.get("research_plan") + cat_idx = state.get("current_category_index", 0) + task_idx = state.get("current_task_index_in_category", 0) # This is the *next* task to check + + if not plan: + logger.warning("No research plan found. Routing to END.") + return "end_run" + + # Check if the current indices point to a valid pending task + if cat_idx < len(plan): + current_category = plan[cat_idx] + if task_idx < len(current_category["tasks"]): + # We are trying to execute the task at plan[cat_idx]["tasks"][task_idx] + # The research_execution_node will handle if it's already completed. + logger.info( + f"Plan has potential pending tasks (next up: Category {cat_idx}, Task {task_idx}). Routing to Research Execution." + ) + return "execute_research" + else: # task_idx is out of bounds for current category, means we need to check next category + if cat_idx + 1 < len(plan): # If there is a next category + logger.info( + f"Finished tasks in category {cat_idx}. Moving to category {cat_idx + 1}. Routing to Research Execution." + ) + # research_execution_node will update state to {current_category_index: cat_idx + 1, current_task_index_in_category: 0} + # Or rather, the previous execution node already set these indices to the start of the next category. + return "execute_research" + + # If we've gone through all categories and tasks (cat_idx >= len(plan)) + logger.info("All plan categories and tasks processed or current indices are out of bounds. Routing to Synthesis.") + return "synthesize_report" + + +# --- DeepSearchAgent Class --- + + +class DeepResearchAgent: + def __init__( + self, + llm: Any, + browser_config: Dict[str, Any], + mcp_server_config: Optional[Dict[str, Any]] = None, + ): + """ + Initializes the DeepSearchAgent. + + Args: + llm: The Langchain compatible language model instance. + browser_config: Configuration dictionary for the BrowserUseAgent tool. + Example: {"headless": True, "window_width": 1280, ...} + mcp_server_config: Optional configuration for the MCP client. + """ + self.llm = llm + self.browser_config = browser_config + self.mcp_server_config = mcp_server_config + self.mcp_client = None + self.stopped = False + self.graph = self._compile_graph() + self.current_task_id: Optional[str] = None + self.stop_event: Optional[threading.Event] = None + self.runner: Optional[asyncio.Task] = None # To hold the asyncio task for run + + async def _setup_tools( + self, task_id: str, stop_event: threading.Event, max_parallel_browsers: int = 1 + ) -> List[Tool]: + """Sets up the basic tools (File I/O) and optional MCP tools.""" + tools = [ + WriteFileTool(), + ReadFileTool(), + ListDirectoryTool(), + ] # Basic file operations + browser_use_tool = create_browser_search_tool( + llm=self.llm, + browser_config=self.browser_config, + task_id=task_id, + stop_event=stop_event, + max_parallel_browsers=max_parallel_browsers, + ) + tools += [browser_use_tool] + # Add MCP tools if config is provided + if self.mcp_server_config: + try: + logger.info("Setting up MCP client and tools...") + if not self.mcp_client: + self.mcp_client = await setup_mcp_client_and_tools( + self.mcp_server_config + ) + mcp_tools = self.mcp_client.get_tools() + logger.info(f"Loaded {len(mcp_tools)} MCP tools.") + tools.extend(mcp_tools) + except Exception as e: + logger.error(f"Failed to set up MCP tools: {e}", exc_info=True) + elif self.mcp_server_config: + logger.warning( + "MCP server config provided, but setup function unavailable." + ) + tools_map = {tool.name: tool for tool in tools} + return tools_map.values() + + async def close_mcp_client(self): + if self.mcp_client: + await self.mcp_client.__aexit__(None, None, None) + self.mcp_client = None + + def _compile_graph(self) -> StateGraph: + """Compiles the Langgraph state machine.""" + workflow = StateGraph(DeepResearchState) + + # Add nodes + workflow.add_node("plan_research", planning_node) + workflow.add_node("execute_research", research_execution_node) + workflow.add_node("synthesize_report", synthesis_node) + workflow.add_node( + "end_run", lambda state: logger.info("--- Reached End Run Node ---") or {} + ) # Simple end node + + # Define edges + workflow.set_entry_point("plan_research") + + workflow.add_edge( + "plan_research", "execute_research" + ) # Always execute after planning + + # Conditional edge after execution + workflow.add_conditional_edges( + "execute_research", + should_continue, + { + "execute_research": "execute_research", # Loop back if more steps + "synthesize_report": "synthesize_report", # Move to synthesis if done + "end_run": "end_run", # End if stop requested or error + }, + ) + + workflow.add_edge("synthesize_report", "end_run") # End after synthesis + + app = workflow.compile() + return app + + async def run( + self, + topic: str, + task_id: Optional[str] = None, + save_dir: str = "./tmp/deep_research", + max_parallel_browsers: int = 1, + ) -> Dict[str, Any]: + """ + Starts the deep research process (Async Generator Version). + + Args: + topic: The research topic. + task_id: Optional existing task ID to resume. If None, a new ID is generated. + + Yields: + Intermediate state updates or messages during execution. + """ + if self.runner and not self.runner.done(): + logger.warning( + "Agent is already running. Please stop the current task first." + ) + # Return an error status instead of yielding + return { + "status": "error", + "message": "Agent already running.", + "task_id": self.current_task_id, + } + + self.current_task_id = task_id if task_id else str(uuid.uuid4()) + safe_root_dir = "./tmp/deep_research" + normalized_save_dir = os.path.normpath(save_dir) + if not normalized_save_dir.startswith(os.path.abspath(safe_root_dir)): + logger.warning(f"Unsafe save_dir detected: {save_dir}. Using default directory.") + normalized_save_dir = os.path.abspath(safe_root_dir) + output_dir = os.path.join(normalized_save_dir, self.current_task_id) + os.makedirs(output_dir, exist_ok=True) + + logger.info( + f"[AsyncGen] Starting research task ID: {self.current_task_id} for topic: '{topic}'" + ) + logger.info(f"[AsyncGen] Output directory: {output_dir}") + + self.stop_event = threading.Event() + _AGENT_STOP_FLAGS[self.current_task_id] = self.stop_event + agent_tools = await self._setup_tools( + self.current_task_id, self.stop_event, max_parallel_browsers + ) + initial_state: DeepResearchState = { + "task_id": self.current_task_id, + "topic": topic, + "research_plan": [], + "search_results": [], + "messages": [], + "llm": self.llm, + "tools": agent_tools, + "output_dir": Path(output_dir), + "browser_config": self.browser_config, + "final_report": None, + "current_category_index": 0, + "current_task_index_in_category": 0, + "stop_requested": False, + "error_message": None, + } + + if task_id: + logger.info(f"Attempting to resume task {task_id}...") + loaded_state = _load_previous_state(task_id, output_dir) + initial_state.update(loaded_state) + if loaded_state.get("research_plan"): + logger.info( + f"Resuming with {len(loaded_state['research_plan'])} plan categories " + f"and {len(loaded_state.get('search_results', []))} existing results. " + f"Next task: Cat {initial_state['current_category_index']}, Task {initial_state['current_task_index_in_category']}" + ) + initial_state["topic"] = ( + topic # Allow overriding topic even when resuming? Or use stored topic? Let's use new one. + ) + else: + logger.warning( + f"Resume requested for {task_id}, but no previous plan found. Starting fresh." + ) + + # --- Execute Graph using ainvoke --- + final_state = None + status = "unknown" + message = None + try: + logger.info(f"Invoking graph execution for task {self.current_task_id}...") + self.runner = asyncio.create_task(self.graph.ainvoke(initial_state)) + final_state = await self.runner + logger.info(f"Graph execution finished for task {self.current_task_id}.") + + # Determine status based on final state + if self.stop_event and self.stop_event.is_set(): + status = "stopped" + message = "Research process was stopped by request." + logger.info(message) + elif final_state and final_state.get("error_message"): + status = "error" + message = final_state["error_message"] + logger.error(f"Graph execution completed with error: {message}") + elif final_state and final_state.get("final_report"): + status = "completed" + message = "Research process completed successfully." + logger.info(message) + else: + # If it ends without error/report (e.g., empty plan, stopped before synthesis) + status = "finished_incomplete" + message = "Research process finished, but may be incomplete (no final report generated)." + logger.warning(message) + + except asyncio.CancelledError: + status = "cancelled" + message = f"Agent run task cancelled for {self.current_task_id}." + logger.info(message) + # final_state will remain None or the state before cancellation if checkpointing was used + except Exception as e: + status = "error" + message = f"Unhandled error during graph execution for {self.current_task_id}: {e}" + logger.error(message, exc_info=True) + # final_state will remain None or the state before the error + finally: + logger.info(f"Cleaning up resources for task {self.current_task_id}") + task_id_to_clean = self.current_task_id + + self.stop_event = None + self.current_task_id = None + self.runner = None # Mark runner as finished + if self.mcp_client: + await self.mcp_client.__aexit__(None, None, None) + + # Return a result dictionary including the status and the final state if available + return { + "status": status, + "message": message, + "task_id": task_id_to_clean, # Use the stored task_id + "final_state": final_state + if final_state + else {}, # Return the final state dict + } + + async def _stop_lingering_browsers(self, task_id): + """Attempts to stop any BrowserUseAgent instances associated with the task_id.""" + keys_to_stop = [ + key for key in _BROWSER_AGENT_INSTANCES if key.startswith(f"{task_id}_") + ] + if not keys_to_stop: + return + + logger.warning( + f"Found {len(keys_to_stop)} potentially lingering browser agents for task {task_id}. Attempting stop..." + ) + for key in keys_to_stop: + agent_instance = _BROWSER_AGENT_INSTANCES.get(key) + try: + if agent_instance: + # Assuming BU agent has an async stop method + await agent_instance.stop() + logger.info(f"Called stop() on browser agent instance {key}") + except Exception as e: + logger.error( + f"Error calling stop() on browser agent instance {key}: {e}" + ) + + async def stop(self): + """Signals the currently running agent task to stop.""" + if not self.current_task_id or not self.stop_event: + logger.info("No agent task is currently running.") + return + + logger.info(f"Stop requested for task ID: {self.current_task_id}") + self.stop_event.set() # Signal the stop event + self.stopped = True + await self._stop_lingering_browsers(self.current_task_id) + + def close(self): + self.stopped = False diff --git a/src/browser/__init__.py b/src/browser/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/browser/custom_browser.py b/src/browser/custom_browser.py new file mode 100644 index 0000000..1556959 --- /dev/null +++ b/src/browser/custom_browser.py @@ -0,0 +1,109 @@ +import asyncio +import pdb + +from playwright.async_api import Browser as PlaywrightBrowser +from playwright.async_api import ( + BrowserContext as PlaywrightBrowserContext, +) +from playwright.async_api import ( + Playwright, + async_playwright, +) +from browser_use.browser.browser import Browser, IN_DOCKER +from browser_use.browser.context import BrowserContext, BrowserContextConfig +from playwright.async_api import BrowserContext as PlaywrightBrowserContext +import logging + +from browser_use.browser.chrome import ( + CHROME_ARGS, + CHROME_DETERMINISTIC_RENDERING_ARGS, + CHROME_DISABLE_SECURITY_ARGS, + CHROME_DOCKER_ARGS, + CHROME_HEADLESS_ARGS, +) +from browser_use.browser.context import BrowserContext, BrowserContextConfig +from browser_use.browser.utils.screen_resolution import get_screen_resolution, get_window_adjustments +from browser_use.utils import time_execution_async +import socket + +from .custom_context import CustomBrowserContext + +logger = logging.getLogger(__name__) + + +class CustomBrowser(Browser): + + async def new_context(self, config: BrowserContextConfig | None = None) -> CustomBrowserContext: + """Create a browser context""" + browser_config = self.config.model_dump() if self.config else {} + context_config = config.model_dump() if config else {} + merged_config = {**browser_config, **context_config} + return CustomBrowserContext(config=BrowserContextConfig(**merged_config), browser=self) + + async def _setup_builtin_browser(self, playwright: Playwright) -> PlaywrightBrowser: + """Sets up and returns a Playwright Browser instance with anti-detection measures.""" + assert self.config.browser_binary_path is None, 'browser_binary_path should be None if trying to use the builtin browsers' + + # Use the configured window size from new_context_config if available + if ( + not self.config.headless + and hasattr(self.config, 'new_context_config') + and hasattr(self.config.new_context_config, 'window_width') + and hasattr(self.config.new_context_config, 'window_height') + ): + screen_size = { + 'width': self.config.new_context_config.window_width, + 'height': self.config.new_context_config.window_height, + } + offset_x, offset_y = get_window_adjustments() + elif self.config.headless: + screen_size = {'width': 1920, 'height': 1080} + offset_x, offset_y = 0, 0 + else: + screen_size = get_screen_resolution() + offset_x, offset_y = get_window_adjustments() + + chrome_args = { + f'--remote-debugging-port={self.config.chrome_remote_debugging_port}', + *CHROME_ARGS, + *(CHROME_DOCKER_ARGS if IN_DOCKER else []), + *(CHROME_HEADLESS_ARGS if self.config.headless else []), + *(CHROME_DISABLE_SECURITY_ARGS if self.config.disable_security else []), + *(CHROME_DETERMINISTIC_RENDERING_ARGS if self.config.deterministic_rendering else []), + f'--window-position={offset_x},{offset_y}', + f'--window-size={screen_size["width"]},{screen_size["height"]}', + *self.config.extra_browser_args, + } + + # check if chrome remote debugging port is already taken, + # if so remove the remote-debugging-port arg to prevent conflicts + with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s: + if s.connect_ex(('localhost', self.config.chrome_remote_debugging_port)) == 0: + chrome_args.remove(f'--remote-debugging-port={self.config.chrome_remote_debugging_port}') + + browser_class = getattr(playwright, self.config.browser_class) + args = { + 'chromium': list(chrome_args), + 'firefox': [ + *{ + '-no-remote', + *self.config.extra_browser_args, + } + ], + 'webkit': [ + *{ + '--no-startup-window', + *self.config.extra_browser_args, + } + ], + } + + browser = await browser_class.launch( + channel='chromium', # https://github.com/microsoft/playwright/issues/33566 + headless=self.config.headless, + args=args[self.config.browser_class], + proxy=self.config.proxy.model_dump() if self.config.proxy else None, + handle_sigterm=False, + handle_sigint=False, + ) + return browser diff --git a/src/browser/custom_context.py b/src/browser/custom_context.py new file mode 100644 index 0000000..674191a --- /dev/null +++ b/src/browser/custom_context.py @@ -0,0 +1,22 @@ +import json +import logging +import os + +from browser_use.browser.browser import Browser, IN_DOCKER +from browser_use.browser.context import BrowserContext, BrowserContextConfig +from playwright.async_api import Browser as PlaywrightBrowser +from playwright.async_api import BrowserContext as PlaywrightBrowserContext +from typing import Optional +from browser_use.browser.context import BrowserContextState + +logger = logging.getLogger(__name__) + + +class CustomBrowserContext(BrowserContext): + def __init__( + self, + browser: 'Browser', + config: BrowserContextConfig | None = None, + state: Optional[BrowserContextState] = None, + ): + super(CustomBrowserContext, self).__init__(browser=browser, config=config, state=state) diff --git a/src/controller/__init__.py b/src/controller/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/controller/custom_controller.py b/src/controller/custom_controller.py new file mode 100644 index 0000000..00e050c --- /dev/null +++ b/src/controller/custom_controller.py @@ -0,0 +1,182 @@ +import pdb + +import pyperclip +from typing import Optional, Type, Callable, Dict, Any, Union, Awaitable, TypeVar +from pydantic import BaseModel +from browser_use.agent.views import ActionResult +from browser_use.browser.context import BrowserContext +from browser_use.controller.service import Controller, DoneAction +from browser_use.controller.registry.service import Registry, RegisteredAction +from main_content_extractor import MainContentExtractor +from browser_use.controller.views import ( + ClickElementAction, + DoneAction, + ExtractPageContentAction, + GoToUrlAction, + InputTextAction, + OpenTabAction, + ScrollAction, + SearchGoogleAction, + SendKeysAction, + SwitchTabAction, +) +import logging +import inspect +import asyncio +import os +from langchain_core.language_models.chat_models import BaseChatModel +from browser_use.agent.views import ActionModel, ActionResult + +from src.utils.mcp_client import create_tool_param_model, setup_mcp_client_and_tools + +from browser_use.utils import time_execution_sync + +logger = logging.getLogger(__name__) + +Context = TypeVar('Context') + + +class CustomController(Controller): + def __init__(self, exclude_actions: list[str] = [], + output_model: Optional[Type[BaseModel]] = None, + ask_assistant_callback: Optional[Union[Callable[[str, BrowserContext], Dict[str, Any]], Callable[ + [str, BrowserContext], Awaitable[Dict[str, Any]]]]] = None, + ): + super().__init__(exclude_actions=exclude_actions, output_model=output_model) + self._register_custom_actions() + self.ask_assistant_callback = ask_assistant_callback + self.mcp_client = None + self.mcp_server_config = None + + def _register_custom_actions(self): + """Register all custom browser actions""" + + @self.registry.action( + "When executing tasks, prioritize autonomous completion. However, if you encounter a definitive blocker " + "that prevents you from proceeding independently – such as needing credentials you don't possess, " + "requiring subjective human judgment, needing a physical action performed, encountering complex CAPTCHAs, " + "or facing limitations in your capabilities – you must request human assistance." + ) + async def ask_for_assistant(query: str, browser: BrowserContext): + if self.ask_assistant_callback: + if inspect.iscoroutinefunction(self.ask_assistant_callback): + user_response = await self.ask_assistant_callback(query, browser) + else: + user_response = self.ask_assistant_callback(query, browser) + msg = f"AI ask: {query}. User response: {user_response['response']}" + logger.info(msg) + return ActionResult(extracted_content=msg, include_in_memory=True) + else: + return ActionResult(extracted_content="Human cannot help you. Please try another way.", + include_in_memory=True) + + @self.registry.action( + 'Upload file to interactive element with file path ', + ) + async def upload_file(index: int, path: str, browser: BrowserContext, available_file_paths: list[str]): + if path not in available_file_paths: + return ActionResult(error=f'File path {path} is not available') + + if not os.path.exists(path): + return ActionResult(error=f'File {path} does not exist') + + dom_el = await browser.get_dom_element_by_index(index) + + file_upload_dom_el = dom_el.get_file_upload_element() + + if file_upload_dom_el is None: + msg = f'No file upload element found at index {index}' + logger.info(msg) + return ActionResult(error=msg) + + file_upload_el = await browser.get_locate_element(file_upload_dom_el) + + if file_upload_el is None: + msg = f'No file upload element found at index {index}' + logger.info(msg) + return ActionResult(error=msg) + + try: + await file_upload_el.set_input_files(path) + msg = f'Successfully uploaded file to index {index}' + logger.info(msg) + return ActionResult(extracted_content=msg, include_in_memory=True) + except Exception as e: + msg = f'Failed to upload file to index {index}: {str(e)}' + logger.info(msg) + return ActionResult(error=msg) + + @time_execution_sync('--act') + async def act( + self, + action: ActionModel, + browser_context: Optional[BrowserContext] = None, + # + page_extraction_llm: Optional[BaseChatModel] = None, + sensitive_data: Optional[Dict[str, str]] = None, + available_file_paths: Optional[list[str]] = None, + # + context: Context | None = None, + ) -> ActionResult: + """Execute an action""" + + try: + for action_name, params in action.model_dump(exclude_unset=True).items(): + if params is not None: + if action_name.startswith("mcp"): + # this is a mcp tool + logger.debug(f"Invoke MCP tool: {action_name}") + mcp_tool = self.registry.registry.actions.get(action_name).function + result = await mcp_tool.ainvoke(params) + else: + result = await self.registry.execute_action( + action_name, + params, + browser=browser_context, + page_extraction_llm=page_extraction_llm, + sensitive_data=sensitive_data, + available_file_paths=available_file_paths, + context=context, + ) + + if isinstance(result, str): + return ActionResult(extracted_content=result) + elif isinstance(result, ActionResult): + return result + elif result is None: + return ActionResult() + else: + raise ValueError(f'Invalid action result type: {type(result)} of {result}') + return ActionResult() + except Exception as e: + raise e + + async def setup_mcp_client(self, mcp_server_config: Optional[Dict[str, Any]] = None): + self.mcp_server_config = mcp_server_config + if self.mcp_server_config: + self.mcp_client = await setup_mcp_client_and_tools(self.mcp_server_config) + self.register_mcp_tools() + + def register_mcp_tools(self): + """ + Register the MCP tools used by this controller. + """ + if self.mcp_client: + for server_name in self.mcp_client.server_name_to_tools: + for tool in self.mcp_client.server_name_to_tools[server_name]: + tool_name = f"mcp.{server_name}.{tool.name}" + self.registry.registry.actions[tool_name] = RegisteredAction( + name=tool_name, + description=tool.description, + function=tool, + param_model=create_tool_param_model(tool), + ) + logger.info(f"Add mcp tool: {tool_name}") + logger.debug( + f"Registered {len(self.mcp_client.server_name_to_tools[server_name])} mcp tools for {server_name}") + else: + logger.warning(f"MCP client not started.") + + async def close_mcp_client(self): + if self.mcp_client: + await self.mcp_client.__aexit__(None, None, None) diff --git a/src/utils/__init__.py b/src/utils/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/utils/config.py b/src/utils/config.py new file mode 100644 index 0000000..de82bb9 --- /dev/null +++ b/src/utils/config.py @@ -0,0 +1,100 @@ +PROVIDER_DISPLAY_NAMES = { + "openai": "OpenAI", + "azure_openai": "Azure OpenAI", + "anthropic": "Anthropic", + "deepseek": "DeepSeek", + "google": "Google", + "alibaba": "Alibaba", + "moonshot": "MoonShot", + "unbound": "Unbound AI", + "ibm": "IBM", + "grok": "Grok", +} + +# Predefined model names for common providers +model_names = { + "anthropic": ["claude-3-5-sonnet-20241022", "claude-3-5-sonnet-20240620", "claude-3-opus-20240229"], + "openai": ["gpt-4o", "gpt-4", "gpt-3.5-turbo", "o3-mini"], + "deepseek": ["deepseek-chat", "deepseek-reasoner"], + "google": ["gemini-2.0-flash", "gemini-2.0-flash-thinking-exp", "gemini-1.5-flash-latest", + "gemini-1.5-flash-8b-latest", "gemini-2.0-flash-thinking-exp-01-21", "gemini-2.0-pro-exp-02-05", + "gemini-2.5-pro-preview-03-25", "gemini-2.5-flash-preview-04-17"], + "ollama": ["qwen2.5:7b", "qwen2.5:14b", "qwen2.5:32b", "qwen2.5-coder:14b", "qwen2.5-coder:32b", "llama2:7b", + "deepseek-r1:14b", "deepseek-r1:32b"], + "azure_openai": ["gpt-4o", "gpt-4", "gpt-3.5-turbo"], + "mistral": ["pixtral-large-latest", "mistral-large-latest", "mistral-small-latest", "ministral-8b-latest"], + "alibaba": ["qwen-plus", "qwen-max", "qwen-vl-max", "qwen-vl-plus", "qwen-turbo", "qwen-long"], + "moonshot": ["moonshot-v1-32k-vision-preview", "moonshot-v1-8k-vision-preview"], + "unbound": ["gemini-2.0-flash", "gpt-4o-mini", "gpt-4o", "gpt-4.5-preview"], + "grok": [ + "grok-3", + "grok-3-fast", + "grok-3-mini", + "grok-3-mini-fast", + "grok-2-vision", + "grok-2-image", + "grok-2", + ], + "siliconflow": [ + "deepseek-ai/DeepSeek-R1", + "deepseek-ai/DeepSeek-V3", + "deepseek-ai/DeepSeek-R1-Distill-Qwen-32B", + "deepseek-ai/DeepSeek-R1-Distill-Qwen-14B", + "deepseek-ai/DeepSeek-R1-Distill-Qwen-7B", + "deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B", + "deepseek-ai/DeepSeek-V2.5", + "deepseek-ai/deepseek-vl2", + "Qwen/Qwen2.5-72B-Instruct-128K", + "Qwen/Qwen2.5-72B-Instruct", + "Qwen/Qwen2.5-32B-Instruct", + "Qwen/Qwen2.5-14B-Instruct", + "Qwen/Qwen2.5-7B-Instruct", + "Qwen/Qwen2.5-Coder-32B-Instruct", + "Qwen/Qwen2.5-Coder-7B-Instruct", + "Qwen/Qwen2-7B-Instruct", + "Qwen/Qwen2-1.5B-Instruct", + "Qwen/QwQ-32B-Preview", + "Qwen/Qwen2-VL-72B-Instruct", + "Qwen/Qwen2.5-VL-32B-Instruct", + "Qwen/Qwen2.5-VL-72B-Instruct", + "TeleAI/TeleChat2", + "THUDM/glm-4-9b-chat", + "Vendor-A/Qwen/Qwen2.5-72B-Instruct", + "internlm/internlm2_5-7b-chat", + "internlm/internlm2_5-20b-chat", + "Pro/Qwen/Qwen2.5-7B-Instruct", + "Pro/Qwen/Qwen2-7B-Instruct", + "Pro/Qwen/Qwen2-1.5B-Instruct", + "Pro/THUDM/chatglm3-6b", + "Pro/THUDM/glm-4-9b-chat", + ], + "ibm": ["ibm/granite-vision-3.1-2b-preview", "meta-llama/llama-4-maverick-17b-128e-instruct-fp8", + "meta-llama/llama-3-2-90b-vision-instruct"], + "modelscope":[ + "Qwen/Qwen2.5-Coder-32B-Instruct", + "Qwen/Qwen2.5-Coder-14B-Instruct", + "Qwen/Qwen2.5-Coder-7B-Instruct", + "Qwen/Qwen2.5-72B-Instruct", + "Qwen/Qwen2.5-32B-Instruct", + "Qwen/Qwen2.5-14B-Instruct", + "Qwen/Qwen2.5-7B-Instruct", + "Qwen/QwQ-32B-Preview", + "Qwen/Qwen2.5-VL-3B-Instruct", + "Qwen/Qwen2.5-VL-7B-Instruct", + "Qwen/Qwen2.5-VL-32B-Instruct", + "Qwen/Qwen2.5-VL-72B-Instruct", + "deepseek-ai/DeepSeek-R1-Distill-Qwen-32B", + "deepseek-ai/DeepSeek-R1-Distill-Qwen-14B", + "deepseek-ai/DeepSeek-R1-Distill-Qwen-7B", + "deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B", + "deepseek-ai/DeepSeek-R1", + "deepseek-ai/DeepSeek-V3", + "Qwen/Qwen3-1.7B", + "Qwen/Qwen3-4B", + "Qwen/Qwen3-8B", + "Qwen/Qwen3-14B", + "Qwen/Qwen3-30B-A3B", + "Qwen/Qwen3-32B", + "Qwen/Qwen3-235B-A22B", + ], +} diff --git a/src/utils/llm_provider.py b/src/utils/llm_provider.py new file mode 100644 index 0000000..2ef3d63 --- /dev/null +++ b/src/utils/llm_provider.py @@ -0,0 +1,355 @@ +from openai import OpenAI +import pdb +from langchain_openai import ChatOpenAI +from langchain_core.globals import get_llm_cache +from langchain_core.language_models.base import ( + BaseLanguageModel, + LangSmithParams, + LanguageModelInput, +) +import os +from langchain_core.load import dumpd, dumps +from langchain_core.messages import ( + AIMessage, + SystemMessage, + AnyMessage, + BaseMessage, + BaseMessageChunk, + HumanMessage, + convert_to_messages, + message_chunk_to_message, +) +from langchain_core.outputs import ( + ChatGeneration, + ChatGenerationChunk, + ChatResult, + LLMResult, + RunInfo, +) +from langchain_ollama import ChatOllama +from langchain_core.output_parsers.base import OutputParserLike +from langchain_core.runnables import Runnable, RunnableConfig +from langchain_core.tools import BaseTool + +from typing import ( + TYPE_CHECKING, + Any, + Callable, + Literal, + Optional, + Union, + cast, List, +) +from langchain_anthropic import ChatAnthropic +from langchain_mistralai import ChatMistralAI +from langchain_google_genai import ChatGoogleGenerativeAI +from langchain_ollama import ChatOllama +from langchain_openai import AzureChatOpenAI, ChatOpenAI +from langchain_ibm import ChatWatsonx +from langchain_aws import ChatBedrock +from pydantic import SecretStr + +from src.utils import config + + +class DeepSeekR1ChatOpenAI(ChatOpenAI): + + def __init__(self, *args: Any, **kwargs: Any) -> None: + super().__init__(*args, **kwargs) + self.client = OpenAI( + base_url=kwargs.get("base_url"), + api_key=kwargs.get("api_key") + ) + + async def ainvoke( + self, + input: LanguageModelInput, + config: Optional[RunnableConfig] = None, + *, + stop: Optional[list[str]] = None, + **kwargs: Any, + ) -> AIMessage: + message_history = [] + for input_ in input: + if isinstance(input_, SystemMessage): + message_history.append({"role": "system", "content": input_.content}) + elif isinstance(input_, AIMessage): + message_history.append({"role": "assistant", "content": input_.content}) + else: + message_history.append({"role": "user", "content": input_.content}) + + response = self.client.chat.completions.create( + model=self.model_name, + messages=message_history + ) + + reasoning_content = response.choices[0].message.reasoning_content + content = response.choices[0].message.content + return AIMessage(content=content, reasoning_content=reasoning_content) + + def invoke( + self, + input: LanguageModelInput, + config: Optional[RunnableConfig] = None, + *, + stop: Optional[list[str]] = None, + **kwargs: Any, + ) -> AIMessage: + message_history = [] + for input_ in input: + if isinstance(input_, SystemMessage): + message_history.append({"role": "system", "content": input_.content}) + elif isinstance(input_, AIMessage): + message_history.append({"role": "assistant", "content": input_.content}) + else: + message_history.append({"role": "user", "content": input_.content}) + + response = self.client.chat.completions.create( + model=self.model_name, + messages=message_history + ) + + reasoning_content = response.choices[0].message.reasoning_content + content = response.choices[0].message.content + return AIMessage(content=content, reasoning_content=reasoning_content) + + +class DeepSeekR1ChatOllama(ChatOllama): + + async def ainvoke( + self, + input: LanguageModelInput, + config: Optional[RunnableConfig] = None, + *, + stop: Optional[list[str]] = None, + **kwargs: Any, + ) -> AIMessage: + org_ai_message = await super().ainvoke(input=input) + org_content = org_ai_message.content + reasoning_content = org_content.split("")[0].replace("", "") + content = org_content.split("")[1] + if "**JSON Response:**" in content: + content = content.split("**JSON Response:**")[-1] + return AIMessage(content=content, reasoning_content=reasoning_content) + + def invoke( + self, + input: LanguageModelInput, + config: Optional[RunnableConfig] = None, + *, + stop: Optional[list[str]] = None, + **kwargs: Any, + ) -> AIMessage: + org_ai_message = super().invoke(input=input) + org_content = org_ai_message.content + reasoning_content = org_content.split("")[0].replace("", "") + content = org_content.split("")[1] + if "**JSON Response:**" in content: + content = content.split("**JSON Response:**")[-1] + return AIMessage(content=content, reasoning_content=reasoning_content) + + +def get_llm_model(provider: str, **kwargs): + """ + Get LLM model + :param provider: LLM provider + :param kwargs: + :return: + """ + if provider not in ["ollama", "bedrock"]: + env_var = f"{provider.upper()}_API_KEY" + api_key = kwargs.get("api_key", "") or os.getenv(env_var, "") + if not api_key: + provider_display = config.PROVIDER_DISPLAY_NAMES.get(provider, provider.upper()) + error_msg = f"💥 {provider_display} API key not found! 🔑 Please set the `{env_var}` environment variable or provide it in the UI." + raise ValueError(error_msg) + kwargs["api_key"] = api_key + + if provider == "anthropic": + if not kwargs.get("base_url", ""): + base_url = "https://api.anthropic.com" + else: + base_url = kwargs.get("base_url") + + return ChatAnthropic( + model=kwargs.get("model_name", "claude-3-5-sonnet-20241022"), + temperature=kwargs.get("temperature", 0.0), + base_url=base_url, + api_key=api_key, + ) + elif provider == 'mistral': + if not kwargs.get("base_url", ""): + base_url = os.getenv("MISTRAL_ENDPOINT", "https://api.mistral.ai/v1") + else: + base_url = kwargs.get("base_url") + if not kwargs.get("api_key", ""): + api_key = os.getenv("MISTRAL_API_KEY", "") + else: + api_key = kwargs.get("api_key") + + return ChatMistralAI( + model=kwargs.get("model_name", "mistral-large-latest"), + temperature=kwargs.get("temperature", 0.0), + base_url=base_url, + api_key=api_key, + ) + elif provider == "openai": + if not kwargs.get("base_url", ""): + base_url = os.getenv("OPENAI_ENDPOINT", "https://api.openai.com/v1") + else: + base_url = kwargs.get("base_url") + + return ChatOpenAI( + model=kwargs.get("model_name", "gpt-4o"), + temperature=kwargs.get("temperature", 0.0), + base_url=base_url, + api_key=api_key, + ) + elif provider == "grok": + if not kwargs.get("base_url", ""): + base_url = os.getenv("GROK_ENDPOINT", "https://api.x.ai/v1") + else: + base_url = kwargs.get("base_url") + + return ChatOpenAI( + model=kwargs.get("model_name", "grok-3"), + temperature=kwargs.get("temperature", 0.0), + base_url=base_url, + api_key=api_key, + ) + elif provider == "deepseek": + if not kwargs.get("base_url", ""): + base_url = os.getenv("DEEPSEEK_ENDPOINT", "") + else: + base_url = kwargs.get("base_url") + + if kwargs.get("model_name", "deepseek-chat") == "deepseek-reasoner": + return DeepSeekR1ChatOpenAI( + model=kwargs.get("model_name", "deepseek-reasoner"), + temperature=kwargs.get("temperature", 0.0), + base_url=base_url, + api_key=api_key, + ) + else: + return ChatOpenAI( + model=kwargs.get("model_name", "deepseek-chat"), + temperature=kwargs.get("temperature", 0.0), + base_url=base_url, + api_key=api_key, + ) + elif provider == "google": + return ChatGoogleGenerativeAI( + model=kwargs.get("model_name", "gemini-2.0-flash-exp"), + temperature=kwargs.get("temperature", 0.0), + api_key=api_key, + ) + elif provider == "ollama": + if not kwargs.get("base_url", ""): + base_url = os.getenv("OLLAMA_ENDPOINT", "http://localhost:11434") + else: + base_url = kwargs.get("base_url") + + if "deepseek-r1" in kwargs.get("model_name", "qwen2.5:7b"): + return DeepSeekR1ChatOllama( + model=kwargs.get("model_name", "deepseek-r1:14b"), + temperature=kwargs.get("temperature", 0.0), + num_ctx=kwargs.get("num_ctx", 32000), + base_url=base_url, + ) + else: + return ChatOllama( + model=kwargs.get("model_name", "qwen2.5:7b"), + temperature=kwargs.get("temperature", 0.0), + num_ctx=kwargs.get("num_ctx", 32000), + num_predict=kwargs.get("num_predict", 1024), + base_url=base_url, + ) + elif provider == "azure_openai": + if not kwargs.get("base_url", ""): + base_url = os.getenv("AZURE_OPENAI_ENDPOINT", "") + else: + base_url = kwargs.get("base_url") + api_version = kwargs.get("api_version", "") or os.getenv("AZURE_OPENAI_API_VERSION", "2025-01-01-preview") + return AzureChatOpenAI( + model=kwargs.get("model_name", "gpt-4o"), + temperature=kwargs.get("temperature", 0.0), + api_version=api_version, + azure_endpoint=base_url, + api_key=api_key, + ) + elif provider == "alibaba": + if not kwargs.get("base_url", ""): + base_url = os.getenv("ALIBABA_ENDPOINT", "https://dashscope.aliyuncs.com/compatible-mode/v1") + else: + base_url = kwargs.get("base_url") + + return ChatOpenAI( + model=kwargs.get("model_name", "qwen-plus"), + temperature=kwargs.get("temperature", 0.0), + base_url=base_url, + api_key=api_key, + ) + elif provider == "ibm": + parameters = { + "temperature": kwargs.get("temperature", 0.0), + "max_tokens": kwargs.get("num_ctx", 32000) + } + if not kwargs.get("base_url", ""): + base_url = os.getenv("IBM_ENDPOINT", "https://us-south.ml.cloud.ibm.com") + else: + base_url = kwargs.get("base_url") + + return ChatWatsonx( + model_id=kwargs.get("model_name", "ibm/granite-vision-3.1-2b-preview"), + url=base_url, + project_id=os.getenv("IBM_PROJECT_ID"), + apikey=os.getenv("IBM_API_KEY"), + params=parameters + ) + elif provider == "moonshot": + return ChatOpenAI( + model=kwargs.get("model_name", "moonshot-v1-32k-vision-preview"), + temperature=kwargs.get("temperature", 0.0), + base_url=os.getenv("MOONSHOT_ENDPOINT"), + api_key=os.getenv("MOONSHOT_API_KEY"), + ) + elif provider == "unbound": + return ChatOpenAI( + model=kwargs.get("model_name", "gpt-4o-mini"), + temperature=kwargs.get("temperature", 0.0), + base_url=os.getenv("UNBOUND_ENDPOINT", "https://api.getunbound.ai"), + api_key=api_key, + ) + elif provider == "siliconflow": + if not kwargs.get("api_key", ""): + api_key = os.getenv("SiliconFLOW_API_KEY", "") + else: + api_key = kwargs.get("api_key") + if not kwargs.get("base_url", ""): + base_url = os.getenv("SiliconFLOW_ENDPOINT", "") + else: + base_url = kwargs.get("base_url") + return ChatOpenAI( + api_key=api_key, + base_url=base_url, + model_name=kwargs.get("model_name", "Qwen/QwQ-32B"), + temperature=kwargs.get("temperature", 0.0), + ) + elif provider == "modelscope": + if not kwargs.get("api_key", ""): + api_key = os.getenv("MODELSCOPE_API_KEY", "") + else: + api_key = kwargs.get("api_key") + if not kwargs.get("base_url", ""): + base_url = os.getenv("MODELSCOPE_ENDPOINT", "") + else: + base_url = kwargs.get("base_url") + return ChatOpenAI( + api_key=api_key, + base_url=base_url, + model_name=kwargs.get("model_name", "Qwen/QwQ-32B"), + temperature=kwargs.get("temperature", 0.0), + extra_body = {"enable_thinking": False} + ) + else: + raise ValueError(f"Unsupported provider: {provider}") diff --git a/src/utils/mcp_client.py b/src/utils/mcp_client.py new file mode 100644 index 0000000..126d49d --- /dev/null +++ b/src/utils/mcp_client.py @@ -0,0 +1,254 @@ +import inspect +import logging +import uuid +from datetime import date, datetime, time +from enum import Enum +from typing import Any, Dict, List, Optional, Set, Type, Union, get_type_hints + +from browser_use.controller.registry.views import ActionModel +from langchain.tools import BaseTool +from langchain_mcp_adapters.client import MultiServerMCPClient +from pydantic import BaseModel, Field, create_model +from pydantic.v1 import BaseModel, Field + +logger = logging.getLogger(__name__) + + +async def setup_mcp_client_and_tools(mcp_server_config: Dict[str, Any]) -> Optional[MultiServerMCPClient]: + """ + Initializes the MultiServerMCPClient, connects to servers, fetches tools, + filters them, and returns a flat list of usable tools and the client instance. + + Returns: + A tuple containing: + - list[BaseTool]: The filtered list of usable LangChain tools. + - MultiServerMCPClient | None: The initialized and started client instance, or None on failure. + """ + + logger.info("Initializing MultiServerMCPClient...") + + if not mcp_server_config: + logger.error("No MCP server configuration provided.") + return None + + try: + if "mcpServers" in mcp_server_config: + mcp_server_config = mcp_server_config["mcpServers"] + client = MultiServerMCPClient(mcp_server_config) + await client.__aenter__() + return client + + except Exception as e: + logger.error(f"Failed to setup MCP client or fetch tools: {e}", exc_info=True) + return None + + +def create_tool_param_model(tool: BaseTool) -> Type[BaseModel]: + """Creates a Pydantic model from a LangChain tool's schema""" + + # Get tool schema information + json_schema = tool.args_schema + tool_name = tool.name + + # If the tool already has a schema defined, convert it to a new param_model + if json_schema is not None: + + # Create new parameter model + params = {} + + # Process properties if they exist + if 'properties' in json_schema: + # Find required fields + required_fields: Set[str] = set(json_schema.get('required', [])) + + for prop_name, prop_details in json_schema['properties'].items(): + field_type = resolve_type(prop_details, f"{tool_name}_{prop_name}") + + # Check if parameter is required + is_required = prop_name in required_fields + + # Get default value and description + default_value = prop_details.get('default', ... if is_required else None) + description = prop_details.get('description', '') + + # Add field constraints + field_kwargs = {'default': default_value} + if description: + field_kwargs['description'] = description + + # Add additional constraints if present + if 'minimum' in prop_details: + field_kwargs['ge'] = prop_details['minimum'] + if 'maximum' in prop_details: + field_kwargs['le'] = prop_details['maximum'] + if 'minLength' in prop_details: + field_kwargs['min_length'] = prop_details['minLength'] + if 'maxLength' in prop_details: + field_kwargs['max_length'] = prop_details['maxLength'] + if 'pattern' in prop_details: + field_kwargs['pattern'] = prop_details['pattern'] + + # Add to parameters dictionary + params[prop_name] = (field_type, Field(**field_kwargs)) + + return create_model( + f'{tool_name}_parameters', + __base__=ActionModel, + **params, # type: ignore + ) + + # If no schema is defined, extract parameters from the _run method + run_method = tool._run + sig = inspect.signature(run_method) + + # Get type hints for better type information + try: + type_hints = get_type_hints(run_method) + except Exception: + type_hints = {} + + params = {} + for name, param in sig.parameters.items(): + # Skip 'self' parameter and any other parameters you want to exclude + if name == 'self': + continue + + # Get annotation from type hints if available, otherwise from signature + annotation = type_hints.get(name, param.annotation) + if annotation == inspect.Parameter.empty: + annotation = Any + + # Use default value if available, otherwise make it required + if param.default != param.empty: + params[name] = (annotation, param.default) + else: + params[name] = (annotation, ...) + + return create_model( + f'{tool_name}_parameters', + __base__=ActionModel, + **params, # type: ignore + ) + + +def resolve_type(prop_details: Dict[str, Any], prefix: str = "") -> Any: + """Recursively resolves JSON schema type to Python/Pydantic type""" + + # Handle reference types + if '$ref' in prop_details: + # In a real application, reference resolution would be needed + return Any + + # Basic type mapping + type_mapping = { + 'string': str, + 'integer': int, + 'number': float, + 'boolean': bool, + 'array': List, + 'object': Dict, + 'null': type(None), + } + + # Handle formatted strings + if prop_details.get('type') == 'string' and 'format' in prop_details: + format_mapping = { + 'date-time': datetime, + 'date': date, + 'time': time, + 'email': str, + 'uri': str, + 'url': str, + 'uuid': uuid.UUID, + 'binary': bytes, + } + return format_mapping.get(prop_details['format'], str) + + # Handle enum types + if 'enum' in prop_details: + enum_values = prop_details['enum'] + # Create dynamic enum class with safe names + enum_dict = {} + for i, v in enumerate(enum_values): + # Ensure enum names are valid Python identifiers + if isinstance(v, str): + key = v.upper().replace(' ', '_').replace('-', '_') + if not key.isidentifier(): + key = f"VALUE_{i}" + else: + key = f"VALUE_{i}" + enum_dict[key] = v + + # Only create enum if we have values + if enum_dict: + return Enum(f"{prefix}_Enum", enum_dict) + return str # Fallback + + # Handle array types + if prop_details.get('type') == 'array' and 'items' in prop_details: + item_type = resolve_type(prop_details['items'], f"{prefix}_item") + return List[item_type] # type: ignore + + # Handle object types with properties + if prop_details.get('type') == 'object' and 'properties' in prop_details: + nested_params = {} + for nested_name, nested_details in prop_details['properties'].items(): + nested_type = resolve_type(nested_details, f"{prefix}_{nested_name}") + # Get required field info + required_fields = prop_details.get('required', []) + is_required = nested_name in required_fields + default_value = nested_details.get('default', ... if is_required else None) + description = nested_details.get('description', '') + + field_kwargs = {'default': default_value} + if description: + field_kwargs['description'] = description + + nested_params[nested_name] = (nested_type, Field(**field_kwargs)) + + # Create nested model + nested_model = create_model(f"{prefix}_Model", **nested_params) + return nested_model + + # Handle union types (oneOf, anyOf) + if 'oneOf' in prop_details or 'anyOf' in prop_details: + union_schema = prop_details.get('oneOf') or prop_details.get('anyOf') + union_types = [] + for i, t in enumerate(union_schema): + union_types.append(resolve_type(t, f"{prefix}_{i}")) + + if union_types: + return Union.__getitem__(tuple(union_types)) # type: ignore + return Any + + # Handle allOf (intersection types) + if 'allOf' in prop_details: + nested_params = {} + for i, schema_part in enumerate(prop_details['allOf']): + if 'properties' in schema_part: + for nested_name, nested_details in schema_part['properties'].items(): + nested_type = resolve_type(nested_details, f"{prefix}_allOf_{i}_{nested_name}") + # Check if required + required_fields = schema_part.get('required', []) + is_required = nested_name in required_fields + nested_params[nested_name] = (nested_type, ... if is_required else None) + + # Create composite model + if nested_params: + composite_model = create_model(f"{prefix}_CompositeModel", **nested_params) + return composite_model + return Dict + + # Default to basic types + schema_type = prop_details.get('type', 'string') + if isinstance(schema_type, list): + # Handle multiple types (e.g., ["string", "null"]) + non_null_types = [t for t in schema_type if t != 'null'] + if non_null_types: + primary_type = type_mapping.get(non_null_types[0], Any) + if 'null' in schema_type: + return Optional[primary_type] # type: ignore + return primary_type + return Any + + return type_mapping.get(schema_type, Any) diff --git a/src/utils/utils.py b/src/utils/utils.py new file mode 100644 index 0000000..f0f0b76 --- /dev/null +++ b/src/utils/utils.py @@ -0,0 +1,39 @@ +import base64 +import os +import time +from pathlib import Path +from typing import Dict, Optional +import requests +import json +import gradio as gr +import uuid + + +def encode_image(img_path): + if not img_path: + return None + with open(img_path, "rb") as fin: + image_data = base64.b64encode(fin.read()).decode("utf-8") + return image_data + + +def get_latest_files(directory: str, file_types: list = ['.webm', '.zip']) -> Dict[str, Optional[str]]: + """Get the latest recording and trace files""" + latest_files: Dict[str, Optional[str]] = {ext: None for ext in file_types} + + if not os.path.exists(directory): + os.makedirs(directory, exist_ok=True) + return latest_files + + for file_type in file_types: + try: + matches = list(Path(directory).rglob(f"*{file_type}")) + if matches: + latest = max(matches, key=lambda p: p.stat().st_mtime) + # Only return files that are complete (not being written) + if time.time() - latest.stat().st_mtime > 1.0: + latest_files[file_type] = str(latest) + except Exception as e: + print(f"Error getting latest {file_type} file: {e}") + + return latest_files diff --git a/src/webui/__init__.py b/src/webui/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/webui/components/__init__.py b/src/webui/components/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/webui/components/agent_settings_tab.py b/src/webui/components/agent_settings_tab.py new file mode 100644 index 0000000..a93eb76 --- /dev/null +++ b/src/webui/components/agent_settings_tab.py @@ -0,0 +1,269 @@ +import json +import os + +import gradio as gr +from gradio.components import Component +from typing import Any, Dict, Optional +from src.webui.webui_manager import WebuiManager +from src.utils import config +import logging +from functools import partial + +logger = logging.getLogger(__name__) + + +def update_model_dropdown(llm_provider): + """ + Update the model name dropdown with predefined models for the selected provider. + """ + # Use predefined models for the selected provider + if llm_provider in config.model_names: + return gr.Dropdown(choices=config.model_names[llm_provider], value=config.model_names[llm_provider][0], + interactive=True) + else: + return gr.Dropdown(choices=[], value="", interactive=True, allow_custom_value=True) + + +async def update_mcp_server(mcp_file: str, webui_manager: WebuiManager): + """ + Update the MCP server. + """ + if hasattr(webui_manager, "bu_controller") and webui_manager.bu_controller: + logger.warning("⚠️ Close controller because mcp file has changed!") + await webui_manager.bu_controller.close_mcp_client() + webui_manager.bu_controller = None + + if not mcp_file or not os.path.exists(mcp_file) or not mcp_file.endswith('.json'): + logger.warning(f"{mcp_file} is not a valid MCP file.") + return None, gr.update(visible=False) + + with open(mcp_file, 'r') as f: + mcp_server = json.load(f) + + return json.dumps(mcp_server, indent=2), gr.update(visible=True) + + +def create_agent_settings_tab(webui_manager: WebuiManager): + """ + Creates an agent settings tab. + """ + input_components = set(webui_manager.get_components()) + tab_components = {} + + with gr.Group(): + with gr.Column(): + override_system_prompt = gr.Textbox(label="Override system prompt", lines=4, interactive=True) + extend_system_prompt = gr.Textbox(label="Extend system prompt", lines=4, interactive=True) + + with gr.Group(): + mcp_json_file = gr.File(label="MCP server json", interactive=True, file_types=[".json"]) + mcp_server_config = gr.Textbox(label="MCP server", lines=6, interactive=True, visible=False) + + with gr.Group(): + with gr.Row(): + llm_provider = gr.Dropdown( + choices=[provider for provider, model in config.model_names.items()], + label="LLM Provider", + value=os.getenv("DEFAULT_LLM", "openai"), + info="Select LLM provider for LLM", + interactive=True + ) + llm_model_name = gr.Dropdown( + label="LLM Model Name", + choices=config.model_names[os.getenv("DEFAULT_LLM", "openai")], + value=config.model_names[os.getenv("DEFAULT_LLM", "openai")][0], + interactive=True, + allow_custom_value=True, + info="Select a model in the dropdown options or directly type a custom model name" + ) + with gr.Row(): + llm_temperature = gr.Slider( + minimum=0.0, + maximum=2.0, + value=0.6, + step=0.1, + label="LLM Temperature", + info="Controls randomness in model outputs", + interactive=True + ) + + use_vision = gr.Checkbox( + label="Use Vision", + value=True, + info="Enable Vision(Input highlighted screenshot into LLM)", + interactive=True + ) + + ollama_num_ctx = gr.Slider( + minimum=2 ** 8, + maximum=2 ** 16, + value=16000, + step=1, + label="Ollama Context Length", + info="Controls max context length model needs to handle (less = faster)", + visible=False, + interactive=True + ) + + with gr.Row(): + llm_base_url = gr.Textbox( + label="Base URL", + value="", + info="API endpoint URL (if required)" + ) + llm_api_key = gr.Textbox( + label="API Key", + type="password", + value="", + info="Your API key (leave blank to use .env)" + ) + + with gr.Group(): + with gr.Row(): + planner_llm_provider = gr.Dropdown( + choices=[provider for provider, model in config.model_names.items()], + label="Planner LLM Provider", + info="Select LLM provider for LLM", + value=None, + interactive=True + ) + planner_llm_model_name = gr.Dropdown( + label="Planner LLM Model Name", + interactive=True, + allow_custom_value=True, + info="Select a model in the dropdown options or directly type a custom model name" + ) + with gr.Row(): + planner_llm_temperature = gr.Slider( + minimum=0.0, + maximum=2.0, + value=0.6, + step=0.1, + label="Planner LLM Temperature", + info="Controls randomness in model outputs", + interactive=True + ) + + planner_use_vision = gr.Checkbox( + label="Use Vision(Planner LLM)", + value=False, + info="Enable Vision(Input highlighted screenshot into LLM)", + interactive=True + ) + + planner_ollama_num_ctx = gr.Slider( + minimum=2 ** 8, + maximum=2 ** 16, + value=16000, + step=1, + label="Ollama Context Length", + info="Controls max context length model needs to handle (less = faster)", + visible=False, + interactive=True + ) + + with gr.Row(): + planner_llm_base_url = gr.Textbox( + label="Base URL", + value="", + info="API endpoint URL (if required)" + ) + planner_llm_api_key = gr.Textbox( + label="API Key", + type="password", + value="", + info="Your API key (leave blank to use .env)" + ) + + with gr.Row(): + max_steps = gr.Slider( + minimum=1, + maximum=1000, + value=100, + step=1, + label="Max Run Steps", + info="Maximum number of steps the agent will take", + interactive=True + ) + max_actions = gr.Slider( + minimum=1, + maximum=100, + value=10, + step=1, + label="Max Number of Actions", + info="Maximum number of actions the agent will take per step", + interactive=True + ) + + with gr.Row(): + max_input_tokens = gr.Number( + label="Max Input Tokens", + value=128000, + precision=0, + interactive=True + ) + tool_calling_method = gr.Dropdown( + label="Tool Calling Method", + value="auto", + interactive=True, + allow_custom_value=True, + choices=['function_calling', 'json_mode', 'raw', 'auto', 'tools', "None"], + visible=True + ) + tab_components.update(dict( + override_system_prompt=override_system_prompt, + extend_system_prompt=extend_system_prompt, + llm_provider=llm_provider, + llm_model_name=llm_model_name, + llm_temperature=llm_temperature, + use_vision=use_vision, + ollama_num_ctx=ollama_num_ctx, + llm_base_url=llm_base_url, + llm_api_key=llm_api_key, + planner_llm_provider=planner_llm_provider, + planner_llm_model_name=planner_llm_model_name, + planner_llm_temperature=planner_llm_temperature, + planner_use_vision=planner_use_vision, + planner_ollama_num_ctx=planner_ollama_num_ctx, + planner_llm_base_url=planner_llm_base_url, + planner_llm_api_key=planner_llm_api_key, + max_steps=max_steps, + max_actions=max_actions, + max_input_tokens=max_input_tokens, + tool_calling_method=tool_calling_method, + mcp_json_file=mcp_json_file, + mcp_server_config=mcp_server_config, + )) + webui_manager.add_components("agent_settings", tab_components) + + llm_provider.change( + fn=lambda x: gr.update(visible=x == "ollama"), + inputs=llm_provider, + outputs=ollama_num_ctx + ) + llm_provider.change( + lambda provider: update_model_dropdown(provider), + inputs=[llm_provider], + outputs=[llm_model_name] + ) + planner_llm_provider.change( + fn=lambda x: gr.update(visible=x == "ollama"), + inputs=[planner_llm_provider], + outputs=[planner_ollama_num_ctx] + ) + planner_llm_provider.change( + lambda provider: update_model_dropdown(provider), + inputs=[planner_llm_provider], + outputs=[planner_llm_model_name] + ) + + async def update_wrapper(mcp_file): + """Wrapper for handle_pause_resume.""" + update_dict = await update_mcp_server(mcp_file, webui_manager) + yield update_dict + + mcp_json_file.change( + update_wrapper, + inputs=[mcp_json_file], + outputs=[mcp_server_config, mcp_server_config] + ) diff --git a/src/webui/components/browser_settings_tab.py b/src/webui/components/browser_settings_tab.py new file mode 100644 index 0000000..77fbfb5 --- /dev/null +++ b/src/webui/components/browser_settings_tab.py @@ -0,0 +1,161 @@ +import os +from distutils.util import strtobool +import gradio as gr +import logging +from gradio.components import Component + +from src.webui.webui_manager import WebuiManager +from src.utils import config + +logger = logging.getLogger(__name__) + +async def close_browser(webui_manager: WebuiManager): + """ + Close browser + """ + if webui_manager.bu_current_task and not webui_manager.bu_current_task.done(): + webui_manager.bu_current_task.cancel() + webui_manager.bu_current_task = None + + if webui_manager.bu_browser_context: + logger.info("⚠️ Closing browser context when changing browser config.") + await webui_manager.bu_browser_context.close() + webui_manager.bu_browser_context = None + + if webui_manager.bu_browser: + logger.info("⚠️ Closing browser when changing browser config.") + await webui_manager.bu_browser.close() + webui_manager.bu_browser = None + +def create_browser_settings_tab(webui_manager: WebuiManager): + """ + Creates a browser settings tab. + """ + input_components = set(webui_manager.get_components()) + tab_components = {} + + with gr.Group(): + with gr.Row(): + browser_binary_path = gr.Textbox( + label="Browser Binary Path", + lines=1, + interactive=True, + placeholder="e.g. '/Applications/Google\\ Chrome.app/Contents/MacOS/Google\\ Chrome'" + ) + browser_user_data_dir = gr.Textbox( + label="Browser User Data Dir", + lines=1, + interactive=True, + placeholder="Leave it empty if you use your default user data", + ) + with gr.Group(): + with gr.Row(): + use_own_browser = gr.Checkbox( + label="Use Own Browser", + value=bool(strtobool(os.getenv("USE_OWN_BROWSER", "false"))), + info="Use your existing browser instance", + interactive=True + ) + keep_browser_open = gr.Checkbox( + label="Keep Browser Open", + value=bool(strtobool(os.getenv("KEEP_BROWSER_OPEN", "true"))), + info="Keep Browser Open between Tasks", + interactive=True + ) + headless = gr.Checkbox( + label="Headless Mode", + value=False, + info="Run browser without GUI", + interactive=True + ) + disable_security = gr.Checkbox( + label="Disable Security", + value=False, + info="Disable browser security", + interactive=True + ) + + with gr.Group(): + with gr.Row(): + window_w = gr.Number( + label="Window Width", + value=1280, + info="Browser window width", + interactive=True + ) + window_h = gr.Number( + label="Window Height", + value=1100, + info="Browser window height", + interactive=True + ) + with gr.Group(): + with gr.Row(): + cdp_url = gr.Textbox( + label="CDP URL", + value=os.getenv("BROWSER_CDP", None), + info="CDP URL for browser remote debugging", + interactive=True, + ) + wss_url = gr.Textbox( + label="WSS URL", + info="WSS URL for browser remote debugging", + interactive=True, + ) + with gr.Group(): + with gr.Row(): + save_recording_path = gr.Textbox( + label="Recording Path", + placeholder="e.g. ./tmp/record_videos", + info="Path to save browser recordings", + interactive=True, + ) + + save_trace_path = gr.Textbox( + label="Trace Path", + placeholder="e.g. ./tmp/traces", + info="Path to save Agent traces", + interactive=True, + ) + + with gr.Row(): + save_agent_history_path = gr.Textbox( + label="Agent History Save Path", + value="./tmp/agent_history", + info="Specify the directory where agent history should be saved.", + interactive=True, + ) + save_download_path = gr.Textbox( + label="Save Directory for browser downloads", + value="./tmp/downloads", + info="Specify the directory where downloaded files should be saved.", + interactive=True, + ) + tab_components.update( + dict( + browser_binary_path=browser_binary_path, + browser_user_data_dir=browser_user_data_dir, + use_own_browser=use_own_browser, + keep_browser_open=keep_browser_open, + headless=headless, + disable_security=disable_security, + save_recording_path=save_recording_path, + save_trace_path=save_trace_path, + save_agent_history_path=save_agent_history_path, + save_download_path=save_download_path, + cdp_url=cdp_url, + wss_url=wss_url, + window_h=window_h, + window_w=window_w, + ) + ) + webui_manager.add_components("browser_settings", tab_components) + + async def close_wrapper(): + """Wrapper for handle_clear.""" + await close_browser(webui_manager) + + headless.change(close_wrapper) + keep_browser_open.change(close_wrapper) + disable_security.change(close_wrapper) + use_own_browser.change(close_wrapper) diff --git a/src/webui/components/browser_use_agent_tab.py b/src/webui/components/browser_use_agent_tab.py new file mode 100644 index 0000000..b51a166 --- /dev/null +++ b/src/webui/components/browser_use_agent_tab.py @@ -0,0 +1,1080 @@ +import asyncio +import json +import logging +import os +import uuid +from typing import Any, AsyncGenerator, Dict, Optional + +import gradio as gr + +# from browser_use.agent.service import Agent +from browser_use.agent.views import ( + AgentHistoryList, + AgentOutput, +) +from browser_use.browser.browser import BrowserConfig +from browser_use.browser.context import BrowserContext, BrowserContextConfig +from browser_use.browser.views import BrowserState +from gradio.components import Component +from langchain_core.language_models.chat_models import BaseChatModel + +from src.agent.browser_use.browser_use_agent import BrowserUseAgent +from src.browser.custom_browser import CustomBrowser +from src.controller.custom_controller import CustomController +from src.utils import llm_provider +from src.webui.webui_manager import WebuiManager + +logger = logging.getLogger(__name__) + + +# --- Helper Functions --- (Defined at module level) + + +async def _initialize_llm( + provider: Optional[str], + model_name: Optional[str], + temperature: float, + base_url: Optional[str], + api_key: Optional[str], + num_ctx: Optional[int] = None, +) -> Optional[BaseChatModel]: + """Initializes the LLM based on settings. Returns None if provider/model is missing.""" + if not provider or not model_name: + logger.info("LLM Provider or Model Name not specified, LLM will be None.") + return None + try: + # Use your actual LLM provider logic here + logger.info( + f"Initializing LLM: Provider={provider}, Model={model_name}, Temp={temperature}" + ) + # Example using a placeholder function + llm = llm_provider.get_llm_model( + provider=provider, + model_name=model_name, + temperature=temperature, + base_url=base_url or None, + api_key=api_key or None, + # Add other relevant params like num_ctx for ollama + num_ctx=num_ctx if provider == "ollama" else None, + ) + return llm + except Exception as e: + logger.error(f"Failed to initialize LLM: {e}", exc_info=True) + gr.Warning( + f"Failed to initialize LLM '{model_name}' for provider '{provider}'. Please check settings. Error: {e}" + ) + return None + + +def _get_config_value( + webui_manager: WebuiManager, + comp_dict: Dict[gr.components.Component, Any], + comp_id_suffix: str, + default: Any = None, +) -> Any: + """Safely get value from component dictionary using its ID suffix relative to the tab.""" + # Assumes component ID format is "tab_name.comp_name" + tab_name = "browser_use_agent" # Hardcode or derive if needed + comp_id = f"{tab_name}.{comp_id_suffix}" + # Need to find the component object first using the ID from the manager + try: + comp = webui_manager.get_component_by_id(comp_id) + return comp_dict.get(comp, default) + except KeyError: + # Try accessing settings tabs as well + for prefix in ["agent_settings", "browser_settings"]: + try: + comp_id = f"{prefix}.{comp_id_suffix}" + comp = webui_manager.get_component_by_id(comp_id) + return comp_dict.get(comp, default) + except KeyError: + continue + logger.warning( + f"Component with suffix '{comp_id_suffix}' not found in manager for value lookup." + ) + return default + + +def _format_agent_output(model_output: AgentOutput) -> str: + """Formats AgentOutput for display in the chatbot using JSON.""" + content = "" + if model_output: + try: + # Directly use model_dump if actions and current_state are Pydantic models + action_dump = [ + action.model_dump(exclude_none=True) for action in model_output.action + ] + + state_dump = model_output.current_state.model_dump(exclude_none=True) + model_output_dump = { + "current_state": state_dump, + "action": action_dump, + } + # Dump to JSON string with indentation + json_string = json.dumps(model_output_dump, indent=4, ensure_ascii=False) + # Wrap in 

 for proper display in HTML
+            content = f"
{json_string}
"
+
+        except AttributeError as ae:
+            logger.error(
+                f"AttributeError during model dump: {ae}. Check if 'action' or 'current_state' or their items support 'model_dump'."
+            )
+            content = f"
Error: Could not format agent output (AttributeError: {ae}).\nRaw output: {str(model_output)}
"
+        except Exception as e:
+            logger.error(f"Error formatting agent output: {e}", exc_info=True)
+            # Fallback to simple string representation on error
+            content = f"
Error formatting agent output.\nRaw output:\n{str(model_output)}
"
+
+    return content.strip()
+
+
+# --- Updated Callback Implementation ---
+
+
+async def _handle_new_step(
+        webui_manager: WebuiManager, state: BrowserState, output: AgentOutput, step_num: int
+):
+    """Callback for each step taken by the agent, including screenshot display."""
+
+    # Use the correct chat history attribute name from the user's code
+    if not hasattr(webui_manager, "bu_chat_history"):
+        logger.error(
+            "Attribute 'bu_chat_history' not found in webui_manager! Cannot add chat message."
+        )
+        # Initialize it maybe? Or raise an error? For now, log and potentially skip chat update.
+        webui_manager.bu_chat_history = []  # Initialize if missing (consider if this is the right place)
+        # return # Or stop if this is critical
+    step_num -= 1
+    logger.info(f"Step {step_num} completed.")
+
+    # --- Screenshot Handling ---
+    screenshot_html = ""
+    # Ensure state.screenshot exists and is not empty before proceeding
+    # Use getattr for safer access
+    screenshot_data = getattr(state, "screenshot", None)
+    if screenshot_data:
+        try:
+            # Basic validation: check if it looks like base64
+            if (
+                    isinstance(screenshot_data, str) and len(screenshot_data) > 100
+            ):  # Arbitrary length check
+                # *** UPDATED STYLE: Removed centering, adjusted width ***
+                img_tag = f'Step {step_num} Screenshot'
+                screenshot_html = (
+                        img_tag + "
"
+                )  # Use 
 for line break after inline-block image
+            else:
+                logger.warning(
+                    f"Screenshot for step {step_num} seems invalid (type: {type(screenshot_data)}, len: {len(screenshot_data) if isinstance(screenshot_data, str) else 'N/A'})."
+                )
+                screenshot_html = "**[Invalid screenshot data]**
"
+
+        except Exception as e:
+            logger.error(
+                f"Error processing or formatting screenshot for step {step_num}: {e}",
+                exc_info=True,
+            )
+            screenshot_html = "**[Error displaying screenshot]**
"
+    else:
+        logger.debug(f"No screenshot available for step {step_num}.")
+
+    # --- Format Agent Output ---
+    formatted_output = _format_agent_output(output)  # Use the updated function
+
+    # --- Combine and Append to Chat ---
+    step_header = f"--- **Step {step_num}** ---"
+    # Combine header, image (with line break), and JSON block
+    final_content = step_header + "
" + screenshot_html + formatted_output
+
+    chat_message = {
+        "role": "assistant",
+        "content": final_content.strip(),  # Remove leading/trailing whitespace
+    }
+
+    # Append to the correct chat history list
+    webui_manager.bu_chat_history.append(chat_message)
+
+    await asyncio.sleep(0.05)
+
+
+def _handle_done(webui_manager: WebuiManager, history: AgentHistoryList):
+    """Callback when the agent finishes the task (success or failure)."""
+    logger.info(
+        f"Agent task finished. Duration: {history.total_duration_seconds():.2f}s, Tokens: {history.total_input_tokens()}"
+    )
+    final_summary = "**Task Completed**\n"
+    final_summary += f"- Duration: {history.total_duration_seconds():.2f} seconds\n"
+    final_summary += f"- Total Input Tokens: {history.total_input_tokens()}\n"  # Or total tokens if available
+
+    final_result = history.final_result()
+    if final_result:
+        final_summary += f"- Final Result: {final_result}\n"
+
+    errors = history.errors()
+    if errors and any(errors):
+        final_summary += f"- **Errors:**\n```\n{errors}\n```\n"
+    else:
+        final_summary += "- Status: Success\n"
+
+    webui_manager.bu_chat_history.append(
+        {"role": "assistant", "content": final_summary}
+    )
+
+
+async def _ask_assistant_callback(
+        webui_manager: WebuiManager, query: str, browser_context: BrowserContext
+) -> Dict[str, Any]:
+    """Callback triggered by the agent's ask_for_assistant action."""
+    logger.info("Agent requires assistance. Waiting for user input.")
+
+    if not hasattr(webui_manager, "_chat_history"):
+        logger.error("Chat history not found in webui_manager during ask_assistant!")
+        return {"response": "Internal Error: Cannot display help request."}
+
+    webui_manager.bu_chat_history.append(
+        {
+            "role": "assistant",
+            "content": f"**Need Help:** {query}\nPlease provide information or perform the required action in the browser, then type your response/confirmation below and click 'Submit Response'.",
+        }
+    )
+
+    # Use state stored in webui_manager
+    webui_manager.bu_response_event = asyncio.Event()
+    webui_manager.bu_user_help_response = None  # Reset previous response
+
+    try:
+        logger.info("Waiting for user response event...")
+        await asyncio.wait_for(
+            webui_manager.bu_response_event.wait(), timeout=3600.0
+        )  # Long timeout
+        logger.info("User response event received.")
+    except asyncio.TimeoutError:
+        logger.warning("Timeout waiting for user assistance.")
+        webui_manager.bu_chat_history.append(
+            {
+                "role": "assistant",
+                "content": "**Timeout:** No response received. Trying to proceed.",
+            }
+        )
+        webui_manager.bu_response_event = None  # Clear the event
+        return {"response": "Timeout: User did not respond."}  # Inform the agent
+
+    response = webui_manager.bu_user_help_response
+    webui_manager.bu_chat_history.append(
+        {"role": "user", "content": response}
+    )  # Show user response in chat
+    webui_manager.bu_response_event = (
+        None  # Clear the event for the next potential request
+    )
+    return {"response": response}
+
+
+# --- Core Agent Execution Logic --- (Needs access to webui_manager)
+
+
+async def run_agent_task(
+        webui_manager: WebuiManager, components: Dict[gr.components.Component, Any]
+) -> AsyncGenerator[Dict[gr.components.Component, Any], None]:
+    """Handles the entire lifecycle of initializing and running the agent."""
+
+    # --- Get Components ---
+    # Need handles to specific UI components to update them
+    user_input_comp = webui_manager.get_component_by_id("browser_use_agent.user_input")
+    run_button_comp = webui_manager.get_component_by_id("browser_use_agent.run_button")
+    stop_button_comp = webui_manager.get_component_by_id(
+        "browser_use_agent.stop_button"
+    )
+    pause_resume_button_comp = webui_manager.get_component_by_id(
+        "browser_use_agent.pause_resume_button"
+    )
+    clear_button_comp = webui_manager.get_component_by_id(
+        "browser_use_agent.clear_button"
+    )
+    chatbot_comp = webui_manager.get_component_by_id("browser_use_agent.chatbot")
+    history_file_comp = webui_manager.get_component_by_id(
+        "browser_use_agent.agent_history_file"
+    )
+    gif_comp = webui_manager.get_component_by_id("browser_use_agent.recording_gif")
+    browser_view_comp = webui_manager.get_component_by_id(
+        "browser_use_agent.browser_view"
+    )
+
+    # --- 1. Get Task and Initial UI Update ---
+    task = components.get(user_input_comp, "").strip()
+    if not task:
+        gr.Warning("Please enter a task.")
+        yield {run_button_comp: gr.update(interactive=True)}
+        return
+
+    # Set running state indirectly via _current_task
+    webui_manager.bu_chat_history.append({"role": "user", "content": task})
+
+    yield {
+        user_input_comp: gr.Textbox(
+            value="", interactive=False, placeholder="Agent is running..."
+        ),
+        run_button_comp: gr.Button(value="⏳ Running...", interactive=False),
+        stop_button_comp: gr.Button(interactive=True),
+        pause_resume_button_comp: gr.Button(value="⏸️ Pause", interactive=True),
+        clear_button_comp: gr.Button(interactive=False),
+        chatbot_comp: gr.update(value=webui_manager.bu_chat_history),
+        history_file_comp: gr.update(value=None),
+        gif_comp: gr.update(value=None),
+    }
+
+    # --- Agent Settings ---
+    # Access settings values via components dict, getting IDs from webui_manager
+    def get_setting(key, default=None):
+        comp = webui_manager.id_to_component.get(f"agent_settings.{key}")
+        return components.get(comp, default) if comp else default
+
+    override_system_prompt = get_setting("override_system_prompt") or None
+    extend_system_prompt = get_setting("extend_system_prompt") or None
+    llm_provider_name = get_setting(
+        "llm_provider", None
+    )  # Default to None if not found
+    llm_model_name = get_setting("llm_model_name", None)
+    llm_temperature = get_setting("llm_temperature", 0.6)
+    use_vision = get_setting("use_vision", True)
+    ollama_num_ctx = get_setting("ollama_num_ctx", 16000)
+    llm_base_url = get_setting("llm_base_url") or None
+    llm_api_key = get_setting("llm_api_key") or None
+    max_steps = get_setting("max_steps", 100)
+    max_actions = get_setting("max_actions", 10)
+    max_input_tokens = get_setting("max_input_tokens", 128000)
+    tool_calling_str = get_setting("tool_calling_method", "auto")
+    tool_calling_method = tool_calling_str if tool_calling_str != "None" else None
+    mcp_server_config_comp = webui_manager.id_to_component.get(
+        "agent_settings.mcp_server_config"
+    )
+    mcp_server_config_str = (
+        components.get(mcp_server_config_comp) if mcp_server_config_comp else None
+    )
+    mcp_server_config = (
+        json.loads(mcp_server_config_str) if mcp_server_config_str else None
+    )
+
+    # Planner LLM Settings (Optional)
+    planner_llm_provider_name = get_setting("planner_llm_provider") or None
+    planner_llm = None
+    planner_use_vision = False
+    if planner_llm_provider_name:
+        planner_llm_model_name = get_setting("planner_llm_model_name")
+        planner_llm_temperature = get_setting("planner_llm_temperature", 0.6)
+        planner_ollama_num_ctx = get_setting("planner_ollama_num_ctx", 16000)
+        planner_llm_base_url = get_setting("planner_llm_base_url") or None
+        planner_llm_api_key = get_setting("planner_llm_api_key") or None
+        planner_use_vision = get_setting("planner_use_vision", False)
+
+        planner_llm = await _initialize_llm(
+            planner_llm_provider_name,
+            planner_llm_model_name,
+            planner_llm_temperature,
+            planner_llm_base_url,
+            planner_llm_api_key,
+            planner_ollama_num_ctx if planner_llm_provider_name == "ollama" else None,
+        )
+
+    # --- Browser Settings ---
+    def get_browser_setting(key, default=None):
+        comp = webui_manager.id_to_component.get(f"browser_settings.{key}")
+        return components.get(comp, default) if comp else default
+
+    browser_binary_path = get_browser_setting("browser_binary_path") or None
+    browser_user_data_dir = get_browser_setting("browser_user_data_dir") or None
+    use_own_browser = get_browser_setting(
+        "use_own_browser", False
+    )  # Logic handled by CDP/WSS presence
+    keep_browser_open = get_browser_setting("keep_browser_open", False)
+    headless = get_browser_setting("headless", False)
+    disable_security = get_browser_setting("disable_security", False)
+    window_w = int(get_browser_setting("window_w", 1280))
+    window_h = int(get_browser_setting("window_h", 1100))
+    cdp_url = get_browser_setting("cdp_url") or None
+    wss_url = get_browser_setting("wss_url") or None
+    save_recording_path = get_browser_setting("save_recording_path") or None
+    save_trace_path = get_browser_setting("save_trace_path") or None
+    save_agent_history_path = get_browser_setting(
+        "save_agent_history_path", "./tmp/agent_history"
+    )
+    save_download_path = get_browser_setting("save_download_path", "./tmp/downloads")
+
+    stream_vw = 70
+    stream_vh = int(70 * window_h // window_w)
+
+    os.makedirs(save_agent_history_path, exist_ok=True)
+    if save_recording_path:
+        os.makedirs(save_recording_path, exist_ok=True)
+    if save_trace_path:
+        os.makedirs(save_trace_path, exist_ok=True)
+    if save_download_path:
+        os.makedirs(save_download_path, exist_ok=True)
+
+    # --- 2. Initialize LLM ---
+    main_llm = await _initialize_llm(
+        llm_provider_name,
+        llm_model_name,
+        llm_temperature,
+        llm_base_url,
+        llm_api_key,
+        ollama_num_ctx if llm_provider_name == "ollama" else None,
+    )
+
+    # Pass the webui_manager instance to the callback when wrapping it
+    async def ask_callback_wrapper(
+            query: str, browser_context: BrowserContext
+    ) -> Dict[str, Any]:
+        return await _ask_assistant_callback(webui_manager, query, browser_context)
+
+    if not webui_manager.bu_controller:
+        webui_manager.bu_controller = CustomController(
+            ask_assistant_callback=ask_callback_wrapper
+        )
+        await webui_manager.bu_controller.setup_mcp_client(mcp_server_config)
+
+    # --- 4. Initialize Browser and Context ---
+    should_close_browser_on_finish = not keep_browser_open
+
+    try:
+        # Close existing resources if not keeping open
+        if not keep_browser_open:
+            if webui_manager.bu_browser_context:
+                logger.info("Closing previous browser context.")
+                await webui_manager.bu_browser_context.close()
+                webui_manager.bu_browser_context = None
+            if webui_manager.bu_browser:
+                logger.info("Closing previous browser.")
+                await webui_manager.bu_browser.close()
+                webui_manager.bu_browser = None
+
+        # Create Browser if needed
+        if not webui_manager.bu_browser:
+            logger.info("Launching new browser instance.")
+            extra_args = []
+            if use_own_browser:
+                browser_binary_path = os.getenv("BROWSER_PATH", None) or browser_binary_path
+                if browser_binary_path == "":
+                    browser_binary_path = None
+                browser_user_data = browser_user_data_dir or os.getenv("BROWSER_USER_DATA", None)
+                if browser_user_data:
+                    extra_args += [f"--user-data-dir={browser_user_data}"]
+            else:
+                browser_binary_path = None
+
+            webui_manager.bu_browser = CustomBrowser(
+                config=BrowserConfig(
+                    headless=headless,
+                    disable_security=disable_security,
+                    browser_binary_path=browser_binary_path,
+                    extra_browser_args=extra_args,
+                    wss_url=wss_url,
+                    cdp_url=cdp_url,
+                    new_context_config=BrowserContextConfig(
+                        window_width=window_w,
+                        window_height=window_h,
+                    )
+                )
+            )
+
+        # Create Context if needed
+        if not webui_manager.bu_browser_context:
+            logger.info("Creating new browser context.")
+            context_config = BrowserContextConfig(
+                trace_path=save_trace_path if save_trace_path else None,
+                save_recording_path=save_recording_path
+                if save_recording_path
+                else None,
+                save_downloads_path=save_download_path if save_download_path else None,
+                window_height=window_h,
+                window_width=window_w,
+            )
+            if not webui_manager.bu_browser:
+                raise ValueError("Browser not initialized, cannot create context.")
+            webui_manager.bu_browser_context = (
+                await webui_manager.bu_browser.new_context(config=context_config)
+            )
+
+        # --- 5. Initialize or Update Agent ---
+        webui_manager.bu_agent_task_id = str(uuid.uuid4())  # New ID for this task run
+        os.makedirs(
+            os.path.join(save_agent_history_path, webui_manager.bu_agent_task_id),
+            exist_ok=True,
+        )
+        history_file = os.path.join(
+            save_agent_history_path,
+            webui_manager.bu_agent_task_id,
+            f"{webui_manager.bu_agent_task_id}.json",
+        )
+        gif_path = os.path.join(
+            save_agent_history_path,
+            webui_manager.bu_agent_task_id,
+            f"{webui_manager.bu_agent_task_id}.gif",
+        )
+
+        # Pass the webui_manager to callbacks when wrapping them
+        async def step_callback_wrapper(
+                state: BrowserState, output: AgentOutput, step_num: int
+        ):
+            await _handle_new_step(webui_manager, state, output, step_num)
+
+        def done_callback_wrapper(history: AgentHistoryList):
+            _handle_done(webui_manager, history)
+
+        if not webui_manager.bu_agent:
+            logger.info(f"Initializing new agent for task: {task}")
+            if not webui_manager.bu_browser or not webui_manager.bu_browser_context:
+                raise ValueError(
+                    "Browser or Context not initialized, cannot create agent."
+                )
+            webui_manager.bu_agent = BrowserUseAgent(
+                task=task,
+                llm=main_llm,
+                browser=webui_manager.bu_browser,
+                browser_context=webui_manager.bu_browser_context,
+                controller=webui_manager.bu_controller,
+                register_new_step_callback=step_callback_wrapper,
+                register_done_callback=done_callback_wrapper,
+                use_vision=use_vision,
+                override_system_message=override_system_prompt,
+                extend_system_message=extend_system_prompt,
+                max_input_tokens=max_input_tokens,
+                max_actions_per_step=max_actions,
+                tool_calling_method=tool_calling_method,
+                planner_llm=planner_llm,
+                use_vision_for_planner=planner_use_vision if planner_llm else False,
+                source="webui",
+            )
+            webui_manager.bu_agent.state.agent_id = webui_manager.bu_agent_task_id
+            webui_manager.bu_agent.settings.generate_gif = gif_path
+        else:
+            webui_manager.bu_agent.state.agent_id = webui_manager.bu_agent_task_id
+            webui_manager.bu_agent.add_new_task(task)
+            webui_manager.bu_agent.settings.generate_gif = gif_path
+            webui_manager.bu_agent.browser = webui_manager.bu_browser
+            webui_manager.bu_agent.browser_context = webui_manager.bu_browser_context
+            webui_manager.bu_agent.controller = webui_manager.bu_controller
+
+        # --- 6. Run Agent Task and Stream Updates ---
+        agent_run_coro = webui_manager.bu_agent.run(max_steps=max_steps)
+        agent_task = asyncio.create_task(agent_run_coro)
+        webui_manager.bu_current_task = agent_task  # Store the task
+
+        last_chat_len = len(webui_manager.bu_chat_history)
+        while not agent_task.done():
+            is_paused = webui_manager.bu_agent.state.paused
+            is_stopped = webui_manager.bu_agent.state.stopped
+
+            # Check for pause state
+            if is_paused:
+                yield {
+                    pause_resume_button_comp: gr.update(
+                        value="▶️ Resume", interactive=True
+                    ),
+                    stop_button_comp: gr.update(interactive=True),
+                }
+                # Wait until pause is released or task is stopped/done
+                while is_paused and not agent_task.done():
+                    # Re-check agent state in loop
+                    is_paused = webui_manager.bu_agent.state.paused
+                    is_stopped = webui_manager.bu_agent.state.stopped
+                    if is_stopped:  # Stop signal received while paused
+                        break
+                    await asyncio.sleep(0.2)
+
+                if (
+                        agent_task.done() or is_stopped
+                ):  # If stopped or task finished while paused
+                    break
+
+                # If resumed, yield UI update
+                yield {
+                    pause_resume_button_comp: gr.update(
+                        value="⏸️ Pause", interactive=True
+                    ),
+                    run_button_comp: gr.update(
+                        value="⏳ Running...", interactive=False
+                    ),
+                }
+
+            # Check if agent stopped itself or stop button was pressed (which sets agent.state.stopped)
+            if is_stopped:
+                logger.info("Agent has stopped (internally or via stop button).")
+                if not agent_task.done():
+                    # Ensure the task coroutine finishes if agent just set flag
+                    try:
+                        await asyncio.wait_for(
+                            agent_task, timeout=1.0
+                        )  # Give it a moment to exit run()
+                    except asyncio.TimeoutError:
+                        logger.warning(
+                            "Agent task did not finish quickly after stop signal, cancelling."
+                        )
+                        agent_task.cancel()
+                    except Exception:  # Catch task exceptions if it errors on stop
+                        pass
+                break  # Exit the streaming loop
+
+            # Check if agent is asking for help (via response_event)
+            update_dict = {}
+            if webui_manager.bu_response_event is not None:
+                update_dict = {
+                    user_input_comp: gr.update(
+                        placeholder="Agent needs help. Enter response and submit.",
+                        interactive=True,
+                    ),
+                    run_button_comp: gr.update(
+                        value="✔️ Submit Response", interactive=True
+                    ),
+                    pause_resume_button_comp: gr.update(interactive=False),
+                    stop_button_comp: gr.update(interactive=False),
+                    chatbot_comp: gr.update(value=webui_manager.bu_chat_history),
+                }
+                last_chat_len = len(webui_manager.bu_chat_history)
+                yield update_dict
+                # Wait until response is submitted or task finishes
+                await webui_manager.bu_response_event.wait()
+
+                # Restore UI after response submitted or if task ended unexpectedly
+                if not agent_task.done():
+                    yield {
+                        user_input_comp: gr.update(
+                            placeholder="Agent is running...", interactive=False
+                        ),
+                        run_button_comp: gr.update(
+                            value="⏳ Running...", interactive=False
+                        ),
+                        pause_resume_button_comp: gr.update(interactive=True),
+                        stop_button_comp: gr.update(interactive=True),
+                    }
+                else:
+                    break  # Task finished while waiting for response
+
+            # Update Chatbot if new messages arrived via callbacks
+            if len(webui_manager.bu_chat_history) > last_chat_len:
+                update_dict[chatbot_comp] = gr.update(
+                    value=webui_manager.bu_chat_history
+                )
+                last_chat_len = len(webui_manager.bu_chat_history)
+
+            # Update Browser View
+            if headless and webui_manager.bu_browser_context:
+                try:
+                    screenshot_b64 = (
+                        await webui_manager.bu_browser_context.take_screenshot()
+                    )
+                    if screenshot_b64:
+                        html_content = f''
+                        update_dict[browser_view_comp] = gr.update(
+                            value=html_content, visible=True
+                        )
+                    else:
+                        html_content = f"
Waiting for browser session...
"
+                        update_dict[browser_view_comp] = gr.update(
+                            value=html_content, visible=True
+                        )
+                except Exception as e:
+                    logger.debug(f"Failed to capture screenshot: {e}")
+                    update_dict[browser_view_comp] = gr.update(
+                        value="
Error loading view...
",
+                        visible=True,
+                    )
+            else:
+                update_dict[browser_view_comp] = gr.update(visible=False)
+
+            # Yield accumulated updates
+            if update_dict:
+                yield update_dict
+
+            await asyncio.sleep(0.1)  # Polling interval
+
+        # --- 7. Task Finalization ---
+        webui_manager.bu_agent.state.paused = False
+        webui_manager.bu_agent.state.stopped = False
+        final_update = {}
+        try:
+            logger.info("Agent task completing...")
+            # Await the task ensure completion and catch exceptions if not already caught
+            if not agent_task.done():
+                await agent_task  # Retrieve result/exception
+            elif agent_task.exception():  # Check if task finished with exception
+                agent_task.result()  # Raise the exception to be caught below
+            logger.info("Agent task completed processing.")
+
+            logger.info(f"Explicitly saving agent history to: {history_file}")
+            webui_manager.bu_agent.save_history(history_file)
+
+            if os.path.exists(history_file):
+                final_update[history_file_comp] = gr.File(value=history_file)
+
+            if gif_path and os.path.exists(gif_path):
+                logger.info(f"GIF found at: {gif_path}")
+                final_update[gif_comp] = gr.Image(value=gif_path)
+
+        except asyncio.CancelledError:
+            logger.info("Agent task was cancelled.")
+            if not any(
+                    "Cancelled" in msg.get("content", "")
+                    for msg in webui_manager.bu_chat_history
+                    if msg.get("role") == "assistant"
+            ):
+                webui_manager.bu_chat_history.append(
+                    {"role": "assistant", "content": "**Task Cancelled**."}
+                )
+            final_update[chatbot_comp] = gr.update(value=webui_manager.bu_chat_history)
+        except Exception as e:
+            logger.error(f"Error during agent execution: {e}", exc_info=True)
+            error_message = (
+                f"**Agent Execution Error:**\n```\n{type(e).__name__}: {e}\n```"
+            )
+            if not any(
+                    error_message in msg.get("content", "")
+                    for msg in webui_manager.bu_chat_history
+                    if msg.get("role") == "assistant"
+            ):
+                webui_manager.bu_chat_history.append(
+                    {"role": "assistant", "content": error_message}
+                )
+            final_update[chatbot_comp] = gr.update(value=webui_manager.bu_chat_history)
+            gr.Error(f"Agent execution failed: {e}")
+
+        finally:
+            webui_manager.bu_current_task = None  # Clear the task reference
+
+            # Close browser/context if requested
+            if should_close_browser_on_finish:
+                if webui_manager.bu_browser_context:
+                    logger.info("Closing browser context after task.")
+                    await webui_manager.bu_browser_context.close()
+                    webui_manager.bu_browser_context = None
+                if webui_manager.bu_browser:
+                    logger.info("Closing browser after task.")
+                    await webui_manager.bu_browser.close()
+                    webui_manager.bu_browser = None
+
+            # --- 8. Final UI Update ---
+            final_update.update(
+                {
+                    user_input_comp: gr.update(
+                        value="",
+                        interactive=True,
+                        placeholder="Enter your next task...",
+                    ),
+                    run_button_comp: gr.update(value="▶️ Submit Task", interactive=True),
+                    stop_button_comp: gr.update(value="⏹️ Stop", interactive=False),
+                    pause_resume_button_comp: gr.update(
+                        value="⏸️ Pause", interactive=False
+                    ),
+                    clear_button_comp: gr.update(interactive=True),
+                    # Ensure final chat history is shown
+                    chatbot_comp: gr.update(value=webui_manager.bu_chat_history),
+                }
+            )
+            yield final_update
+
+    except Exception as e:
+        # Catch errors during setup (before agent run starts)
+        logger.error(f"Error setting up agent task: {e}", exc_info=True)
+        webui_manager.bu_current_task = None  # Ensure state is reset
+        yield {
+            user_input_comp: gr.update(
+                interactive=True, placeholder="Error during setup. Enter task..."
+            ),
+            run_button_comp: gr.update(value="▶️ Submit Task", interactive=True),
+            stop_button_comp: gr.update(value="⏹️ Stop", interactive=False),
+            pause_resume_button_comp: gr.update(value="⏸️ Pause", interactive=False),
+            clear_button_comp: gr.update(interactive=True),
+            chatbot_comp: gr.update(
+                value=webui_manager.bu_chat_history
+                      + [{"role": "assistant", "content": f"**Setup Error:** {e}"}]
+            ),
+        }
+
+
+# --- Button Click Handlers --- (Need access to webui_manager)
+
+
+async def handle_submit(
+        webui_manager: WebuiManager, components: Dict[gr.components.Component, Any]
+):
+    """Handles clicks on the main 'Submit' button."""
+    user_input_comp = webui_manager.get_component_by_id("browser_use_agent.user_input")
+    user_input_value = components.get(user_input_comp, "").strip()
+
+    # Check if waiting for user assistance
+    if webui_manager.bu_response_event and not webui_manager.bu_response_event.is_set():
+        logger.info(f"User submitted assistance: {user_input_value}")
+        webui_manager.bu_user_help_response = (
+            user_input_value if user_input_value else "User provided no text response."
+        )
+        webui_manager.bu_response_event.set()
+        # UI updates handled by the main loop reacting to the event being set
+        yield {
+            user_input_comp: gr.update(
+                value="",
+                interactive=False,
+                placeholder="Waiting for agent to continue...",
+            ),
+            webui_manager.get_component_by_id(
+                "browser_use_agent.run_button"
+            ): gr.update(value="⏳ Running...", interactive=False),
+        }
+    # Check if a task is currently running (using _current_task)
+    elif webui_manager.bu_current_task and not webui_manager.bu_current_task.done():
+        logger.warning(
+            "Submit button clicked while agent is already running and not asking for help."
+        )
+        gr.Info("Agent is currently running. Please wait or use Stop/Pause.")
+        yield {}  # No change
+    else:
+        # Handle submission for a new task
+        logger.info("Submit button clicked for new task.")
+        # Use async generator to stream updates from run_agent_task
+        async for update in run_agent_task(webui_manager, components):
+            yield update
+
+
+async def handle_stop(webui_manager: WebuiManager):
+    """Handles clicks on the 'Stop' button."""
+    logger.info("Stop button clicked.")
+    agent = webui_manager.bu_agent
+    task = webui_manager.bu_current_task
+
+    if agent and task and not task.done():
+        # Signal the agent to stop by setting its internal flag
+        agent.state.stopped = True
+        agent.state.paused = False  # Ensure not paused if stopped
+        return {
+            webui_manager.get_component_by_id(
+                "browser_use_agent.stop_button"
+            ): gr.update(interactive=False, value="⏹️ Stopping..."),
+            webui_manager.get_component_by_id(
+                "browser_use_agent.pause_resume_button"
+            ): gr.update(interactive=False),
+            webui_manager.get_component_by_id(
+                "browser_use_agent.run_button"
+            ): gr.update(interactive=False),
+        }
+    else:
+        logger.warning("Stop clicked but agent is not running or task is already done.")
+        # Reset UI just in case it's stuck
+        return {
+            webui_manager.get_component_by_id(
+                "browser_use_agent.run_button"
+            ): gr.update(interactive=True),
+            webui_manager.get_component_by_id(
+                "browser_use_agent.stop_button"
+            ): gr.update(interactive=False),
+            webui_manager.get_component_by_id(
+                "browser_use_agent.pause_resume_button"
+            ): gr.update(interactive=False),
+            webui_manager.get_component_by_id(
+                "browser_use_agent.clear_button"
+            ): gr.update(interactive=True),
+        }
+
+
+async def handle_pause_resume(webui_manager: WebuiManager):
+    """Handles clicks on the 'Pause/Resume' button."""
+    agent = webui_manager.bu_agent
+    task = webui_manager.bu_current_task
+
+    if agent and task and not task.done():
+        if agent.state.paused:
+            logger.info("Resume button clicked.")
+            agent.resume()
+            # UI update happens in main loop
+            return {
+                webui_manager.get_component_by_id(
+                    "browser_use_agent.pause_resume_button"
+                ): gr.update(value="⏸️ Pause", interactive=True)
+            }  # Optimistic update
+        else:
+            logger.info("Pause button clicked.")
+            agent.pause()
+            return {
+                webui_manager.get_component_by_id(
+                    "browser_use_agent.pause_resume_button"
+                ): gr.update(value="▶️ Resume", interactive=True)
+            }  # Optimistic update
+    else:
+        logger.warning(
+            "Pause/Resume clicked but agent is not running or doesn't support state."
+        )
+        return {}  # No change
+
+
+async def handle_clear(webui_manager: WebuiManager):
+    """Handles clicks on the 'Clear' button."""
+    logger.info("Clear button clicked.")
+
+    # Stop any running task first
+    task = webui_manager.bu_current_task
+    if task and not task.done():
+        logger.info("Clearing requires stopping the current task.")
+        webui_manager.bu_agent.stop()
+        task.cancel()
+        try:
+            await asyncio.wait_for(task, timeout=2.0)  # Wait briefly
+        except (asyncio.CancelledError, asyncio.TimeoutError):
+            pass
+        except Exception as e:
+            logger.warning(f"Error stopping task on clear: {e}")
+    webui_manager.bu_current_task = None
+
+    if webui_manager.bu_controller:
+        await webui_manager.bu_controller.close_mcp_client()
+        webui_manager.bu_controller = None
+    webui_manager.bu_agent = None
+
+    # Reset state stored in manager
+    webui_manager.bu_chat_history = []
+    webui_manager.bu_response_event = None
+    webui_manager.bu_user_help_response = None
+    webui_manager.bu_agent_task_id = None
+
+    logger.info("Agent state and browser resources cleared.")
+
+    # Reset UI components
+    return {
+        webui_manager.get_component_by_id("browser_use_agent.chatbot"): gr.update(
+            value=[]
+        ),
+        webui_manager.get_component_by_id("browser_use_agent.user_input"): gr.update(
+            value="", placeholder="Enter your task here..."
+        ),
+        webui_manager.get_component_by_id(
+            "browser_use_agent.agent_history_file"
+        ): gr.update(value=None),
+        webui_manager.get_component_by_id("browser_use_agent.recording_gif"): gr.update(
+            value=None
+        ),
+        webui_manager.get_component_by_id("browser_use_agent.browser_view"): gr.update(
+            value="
Browser Cleared
"
+        ),
+        webui_manager.get_component_by_id("browser_use_agent.run_button"): gr.update(
+            value="▶️ Submit Task", interactive=True
+        ),
+        webui_manager.get_component_by_id("browser_use_agent.stop_button"): gr.update(
+            interactive=False
+        ),
+        webui_manager.get_component_by_id(
+            "browser_use_agent.pause_resume_button"
+        ): gr.update(value="⏸️ Pause", interactive=False),
+        webui_manager.get_component_by_id("browser_use_agent.clear_button"): gr.update(
+            interactive=True
+        ),
+    }
+
+
+# --- Tab Creation Function ---
+
+
+def create_browser_use_agent_tab(webui_manager: WebuiManager):
+    """
+    Create the run agent tab, defining UI, state, and handlers.
+    """
+    webui_manager.init_browser_use_agent()
+
+    # --- Define UI Components ---
+    tab_components = {}
+    with gr.Column():
+        chatbot = gr.Chatbot(
+            lambda: webui_manager.bu_chat_history,  # Load history dynamically
+            elem_id="browser_use_chatbot",
+            label="Agent Interaction",
+            type="messages",
+            height=600,
+            show_copy_button=True,
+        )
+        user_input = gr.Textbox(
+            label="Your Task or Response",
+            placeholder="Enter your task here or provide assistance when asked.",
+            lines=3,
+            interactive=True,
+            elem_id="user_input",
+        )
+        with gr.Row():
+            stop_button = gr.Button(
+                "⏹️ Stop", interactive=False, variant="stop", scale=2
+            )
+            pause_resume_button = gr.Button(
+                "⏸️ Pause", interactive=False, variant="secondary", scale=2, visible=True
+            )
+            clear_button = gr.Button(
+                "🗑️ Clear", interactive=True, variant="secondary", scale=2
+            )
+            run_button = gr.Button("▶️ Submit Task", variant="primary", scale=3)
+
+        browser_view = gr.HTML(
+            value="
Browser View (Requires Headless=True)
",
+            label="Browser Live View",
+            elem_id="browser_view",
+            visible=False,
+        )
+        with gr.Column():
+            gr.Markdown("### Task Outputs")
+            agent_history_file = gr.File(label="Agent History JSON", interactive=False)
+            recording_gif = gr.Image(
+                label="Task Recording GIF",
+                format="gif",
+                interactive=False,
+                type="filepath",
+            )
+
+    # --- Store Components in Manager ---
+    tab_components.update(
+        dict(
+            chatbot=chatbot,
+            user_input=user_input,
+            clear_button=clear_button,
+            run_button=run_button,
+            stop_button=stop_button,
+            pause_resume_button=pause_resume_button,
+            agent_history_file=agent_history_file,
+            recording_gif=recording_gif,
+            browser_view=browser_view,
+        )
+    )
+    webui_manager.add_components(
+        "browser_use_agent", tab_components
+    )  # Use "browser_use_agent" as tab_name prefix
+
+    all_managed_components = set(
+        webui_manager.get_components()
+    )  # Get all components known to manager
+    run_tab_outputs = list(tab_components.values())
+
+    async def submit_wrapper(
+            components_dict: Dict[Component, Any],
+    ) -> AsyncGenerator[Dict[Component, Any], None]:
+        """Wrapper for handle_submit that yields its results."""
+        async for update in handle_submit(webui_manager, components_dict):
+            yield update
+
+    async def stop_wrapper() -> AsyncGenerator[Dict[Component, Any], None]:
+        """Wrapper for handle_stop."""
+        update_dict = await handle_stop(webui_manager)
+        yield update_dict
+
+    async def pause_resume_wrapper() -> AsyncGenerator[Dict[Component, Any], None]:
+        """Wrapper for handle_pause_resume."""
+        update_dict = await handle_pause_resume(webui_manager)
+        yield update_dict
+
+    async def clear_wrapper() -> AsyncGenerator[Dict[Component, Any], None]:
+        """Wrapper for handle_clear."""
+        update_dict = await handle_clear(webui_manager)
+        yield update_dict
+
+    # --- Connect Event Handlers using the Wrappers --
+    run_button.click(
+        fn=submit_wrapper, inputs=all_managed_components, outputs=run_tab_outputs, trigger_mode="multiple"
+    )
+    user_input.submit(
+        fn=submit_wrapper, inputs=all_managed_components, outputs=run_tab_outputs
+    )
+    stop_button.click(fn=stop_wrapper, inputs=None, outputs=run_tab_outputs)
+    pause_resume_button.click(
+        fn=pause_resume_wrapper, inputs=None, outputs=run_tab_outputs
+    )
+    clear_button.click(fn=clear_wrapper, inputs=None, outputs=run_tab_outputs)
diff --git a/src/webui/components/deep_research_agent_tab.py b/src/webui/components/deep_research_agent_tab.py
new file mode 100644
index 0000000..88faea0
--- /dev/null
+++ b/src/webui/components/deep_research_agent_tab.py
@@ -0,0 +1,457 @@
+import gradio as gr
+from gradio.components import Component
+from functools import partial
+
+from src.webui.webui_manager import WebuiManager
+from src.utils import config
+import logging
+import os
+from typing import Any, Dict, AsyncGenerator, Optional, Tuple, Union
+import asyncio
+import json
+from src.agent.deep_research.deep_research_agent import DeepResearchAgent
+from src.utils import llm_provider
+
+logger = logging.getLogger(__name__)
+
+
+async def _initialize_llm(provider: Optional[str], model_name: Optional[str], temperature: float,
+                          base_url: Optional[str], api_key: Optional[str], num_ctx: Optional[int] = None):
+    """Initializes the LLM based on settings. Returns None if provider/model is missing."""
+    if not provider or not model_name:
+        logger.info("LLM Provider or Model Name not specified, LLM will be None.")
+        return None
+    try:
+        logger.info(f"Initializing LLM: Provider={provider}, Model={model_name}, Temp={temperature}")
+        # Use your actual LLM provider logic here
+        llm = llm_provider.get_llm_model(
+            provider=provider,
+            model_name=model_name,
+            temperature=temperature,
+            base_url=base_url or None,
+            api_key=api_key or None,
+            num_ctx=num_ctx if provider == "ollama" else None
+        )
+        return llm
+    except Exception as e:
+        logger.error(f"Failed to initialize LLM: {e}", exc_info=True)
+        gr.Warning(
+            f"Failed to initialize LLM '{model_name}' for provider '{provider}'. Please check settings. Error: {e}")
+        return None
+
+
+def _read_file_safe(file_path: str) -> Optional[str]:
+    """Safely read a file, returning None if it doesn't exist or on error."""
+    if not os.path.exists(file_path):
+        return None
+    try:
+        with open(file_path, 'r', encoding='utf-8') as f:
+            return f.read()
+    except Exception as e:
+        logger.error(f"Error reading file {file_path}: {e}")
+        return None
+
+
+# --- Deep Research Agent Specific Logic ---
+
+async def run_deep_research(webui_manager: WebuiManager, components: Dict[Component, Any]) -> AsyncGenerator[
+    Dict[Component, Any], None]:
+    """Handles initializing and running the DeepResearchAgent."""
+
+    # --- Get Components ---
+    research_task_comp = webui_manager.get_component_by_id("deep_research_agent.research_task")
+    resume_task_id_comp = webui_manager.get_component_by_id("deep_research_agent.resume_task_id")
+    parallel_num_comp = webui_manager.get_component_by_id("deep_research_agent.parallel_num")
+    save_dir_comp = webui_manager.get_component_by_id(
+        "deep_research_agent.max_query")  # Note: component ID seems misnamed in original code
+    start_button_comp = webui_manager.get_component_by_id("deep_research_agent.start_button")
+    stop_button_comp = webui_manager.get_component_by_id("deep_research_agent.stop_button")
+    markdown_display_comp = webui_manager.get_component_by_id("deep_research_agent.markdown_display")
+    markdown_download_comp = webui_manager.get_component_by_id("deep_research_agent.markdown_download")
+    mcp_server_config_comp = webui_manager.get_component_by_id("deep_research_agent.mcp_server_config")
+
+    # --- 1. Get Task and Settings ---
+    task_topic = components.get(research_task_comp, "").strip()
+    task_id_to_resume = components.get(resume_task_id_comp, "").strip() or None
+    max_parallel_agents = int(components.get(parallel_num_comp, 1))
+    base_save_dir = components.get(save_dir_comp, "./tmp/deep_research").strip()
+    safe_root_dir = "./tmp/deep_research"
+    normalized_base_save_dir = os.path.abspath(os.path.normpath(base_save_dir))
+    if os.path.commonpath([normalized_base_save_dir, os.path.abspath(safe_root_dir)]) != os.path.abspath(safe_root_dir):
+        logger.warning(f"Unsafe base_save_dir detected: {base_save_dir}. Using default directory.")
+        normalized_base_save_dir = os.path.abspath(safe_root_dir)
+    base_save_dir = normalized_base_save_dir
+    mcp_server_config_str = components.get(mcp_server_config_comp)
+    mcp_config = json.loads(mcp_server_config_str) if mcp_server_config_str else None
+
+    if not task_topic:
+        gr.Warning("Please enter a research task.")
+        yield {start_button_comp: gr.update(interactive=True)}  # Re-enable start button
+        return
+
+    # Store base save dir for stop handler
+    webui_manager.dr_save_dir = base_save_dir
+    os.makedirs(base_save_dir, exist_ok=True)
+
+    # --- 2. Initial UI Update ---
+    yield {
+        start_button_comp: gr.update(value="⏳ Running...", interactive=False),
+        stop_button_comp: gr.update(interactive=True),
+        research_task_comp: gr.update(interactive=False),
+        resume_task_id_comp: gr.update(interactive=False),
+        parallel_num_comp: gr.update(interactive=False),
+        save_dir_comp: gr.update(interactive=False),
+        markdown_display_comp: gr.update(value="Starting research..."),
+        markdown_download_comp: gr.update(value=None, interactive=False)
+    }
+
+    agent_task = None
+    running_task_id = None
+    plan_file_path = None
+    report_file_path = None
+    last_plan_content = None
+    last_plan_mtime = 0
+
+    try:
+        # --- 3. Get LLM and Browser Config from other tabs ---
+        # Access settings values via components dict, getting IDs from webui_manager
+        def get_setting(tab: str, key: str, default: Any = None):
+            comp = webui_manager.id_to_component.get(f"{tab}.{key}")
+            return components.get(comp, default) if comp else default
+
+        # LLM Config (from agent_settings tab)
+        llm_provider_name = get_setting("agent_settings", "llm_provider")
+        llm_model_name = get_setting("agent_settings", "llm_model_name")
+        llm_temperature = max(get_setting("agent_settings", "llm_temperature", 0.5), 0.5)
+        llm_base_url = get_setting("agent_settings", "llm_base_url")
+        llm_api_key = get_setting("agent_settings", "llm_api_key")
+        ollama_num_ctx = get_setting("agent_settings", "ollama_num_ctx")
+
+        llm = await _initialize_llm(
+            llm_provider_name, llm_model_name, llm_temperature, llm_base_url, llm_api_key,
+            ollama_num_ctx if llm_provider_name == "ollama" else None
+        )
+        if not llm:
+            raise ValueError("LLM Initialization failed. Please check Agent Settings.")
+
+        # Browser Config (from browser_settings tab)
+        # Note: DeepResearchAgent constructor takes a dict, not full Browser/Context objects
+        browser_config_dict = {
+            "headless": get_setting("browser_settings", "headless", False),
+            "disable_security": get_setting("browser_settings", "disable_security", False),
+            "browser_binary_path": get_setting("browser_settings", "browser_binary_path"),
+            "user_data_dir": get_setting("browser_settings", "browser_user_data_dir"),
+            "window_width": int(get_setting("browser_settings", "window_w", 1280)),
+            "window_height": int(get_setting("browser_settings", "window_h", 1100)),
+            # Add other relevant fields if DeepResearchAgent accepts them
+        }
+
+        # --- 4. Initialize or Get Agent ---
+        if not webui_manager.dr_agent:
+            webui_manager.dr_agent = DeepResearchAgent(
+                llm=llm,
+                browser_config=browser_config_dict,
+                mcp_server_config=mcp_config
+            )
+            logger.info("DeepResearchAgent initialized.")
+
+        # --- 5. Start Agent Run ---
+        agent_run_coro = webui_manager.dr_agent.run(
+            topic=task_topic,
+            task_id=task_id_to_resume,
+            save_dir=base_save_dir,
+            max_parallel_browsers=max_parallel_agents
+        )
+        agent_task = asyncio.create_task(agent_run_coro)
+        webui_manager.dr_current_task = agent_task
+
+        # Wait briefly for the agent to start and potentially create the task ID/folder
+        await asyncio.sleep(1.0)
+
+        # Determine the actual task ID being used (agent sets this)
+        running_task_id = webui_manager.dr_agent.current_task_id
+        if not running_task_id:
+            # Agent might not have set it yet, try to get from result later? Risky.
+            # Or derive from resume_task_id if provided?
+            running_task_id = task_id_to_resume
+            if not running_task_id:
+                logger.warning("Could not determine running task ID immediately.")
+                # We can still monitor, but might miss initial plan if ID needed for path
+            else:
+                logger.info(f"Assuming task ID based on resume ID: {running_task_id}")
+        else:
+            logger.info(f"Agent started with Task ID: {running_task_id}")
+
+        webui_manager.dr_task_id = running_task_id  # Store for stop handler
+
+        # --- 6. Monitor Progress via research_plan.md ---
+        if running_task_id:
+            task_specific_dir = os.path.join(base_save_dir, str(running_task_id))
+            plan_file_path = os.path.join(task_specific_dir, "research_plan.md")
+            report_file_path = os.path.join(task_specific_dir, "report.md")
+            logger.info(f"Monitoring plan file: {plan_file_path}")
+        else:
+            logger.warning("Cannot monitor plan file: Task ID unknown.")
+            plan_file_path = None
+        last_plan_content = None
+        while not agent_task.done():
+            update_dict = {}
+            update_dict[resume_task_id_comp] = gr.update(value=running_task_id)
+            agent_stopped = getattr(webui_manager.dr_agent, 'stopped', False)
+            if agent_stopped:
+                logger.info("Stop signal detected from agent state.")
+                break  # Exit monitoring loop
+
+            # Check and update research plan display
+            if plan_file_path:
+                try:
+                    current_mtime = os.path.getmtime(plan_file_path) if os.path.exists(plan_file_path) else 0
+                    if current_mtime > last_plan_mtime:
+                        logger.info(f"Detected change in {plan_file_path}")
+                        plan_content = _read_file_safe(plan_file_path)
+                        if last_plan_content is None or (
+                                plan_content is not None and plan_content != last_plan_content):
+                            update_dict[markdown_display_comp] = gr.update(value=plan_content)
+                            last_plan_content = plan_content
+                            last_plan_mtime = current_mtime
+                        elif plan_content is None:
+                            # File might have been deleted or became unreadable
+                            last_plan_mtime = 0  # Reset to force re-read attempt later
+                except Exception as e:
+                    logger.warning(f"Error checking/reading plan file {plan_file_path}: {e}")
+                    # Avoid continuous logging for the same error
+                    await asyncio.sleep(2.0)
+
+            # Yield updates if any
+            if update_dict:
+                yield update_dict
+
+            await asyncio.sleep(1.0)  # Check file changes every second
+
+        # --- 7. Task Finalization ---
+        logger.info("Agent task processing finished. Awaiting final result...")
+        final_result_dict = await agent_task  # Get result or raise exception
+        logger.info(f"Agent run completed. Result keys: {final_result_dict.keys() if final_result_dict else 'None'}")
+
+        # Try to get task ID from result if not known before
+        if not running_task_id and final_result_dict and 'task_id' in final_result_dict:
+            running_task_id = final_result_dict['task_id']
+            webui_manager.dr_task_id = running_task_id
+            task_specific_dir = os.path.join(base_save_dir, str(running_task_id))
+            report_file_path = os.path.join(task_specific_dir, "report.md")
+            logger.info(f"Task ID confirmed from result: {running_task_id}")
+
+        final_ui_update = {}
+        if report_file_path and os.path.exists(report_file_path):
+            logger.info(f"Loading final report from: {report_file_path}")
+            report_content = _read_file_safe(report_file_path)
+            if report_content:
+                final_ui_update[markdown_display_comp] = gr.update(value=report_content)
+                final_ui_update[markdown_download_comp] = gr.File(value=report_file_path,
+                                                                  label=f"Report ({running_task_id}.md)",
+                                                                  interactive=True)
+            else:
+                final_ui_update[markdown_display_comp] = gr.update(
+                    value="# Research Complete\n\n*Error reading final report file.*")
+        elif final_result_dict and 'report' in final_result_dict:
+            logger.info("Using report content directly from agent result.")
+            # If agent directly returns report content
+            final_ui_update[markdown_display_comp] = gr.update(value=final_result_dict['report'])
+            # Cannot offer download if only content is available
+            final_ui_update[markdown_download_comp] = gr.update(value=None, label="Download Research Report",
+                                                                interactive=False)
+        else:
+            logger.warning("Final report file not found and not in result dict.")
+            final_ui_update[markdown_display_comp] = gr.update(value="# Research Complete\n\n*Final report not found.*")
+
+        yield final_ui_update
+
+
+    except Exception as e:
+        logger.error(f"Error during Deep Research Agent execution: {e}", exc_info=True)
+        gr.Error(f"Research failed: {e}")
+        yield {markdown_display_comp: gr.update(value=f"# Research Failed\n\n**Error:**\n```\n{e}\n```")}
+
+    finally:
+        # --- 8. Final UI Reset ---
+        webui_manager.dr_current_task = None  # Clear task reference
+        webui_manager.dr_task_id = None  # Clear running task ID
+
+        yield {
+            start_button_comp: gr.update(value="▶️ Run", interactive=True),
+            stop_button_comp: gr.update(interactive=False),
+            research_task_comp: gr.update(interactive=True),
+            resume_task_id_comp: gr.update(value="", interactive=True),
+            parallel_num_comp: gr.update(interactive=True),
+            save_dir_comp: gr.update(interactive=True),
+            # Keep download button enabled if file exists
+            markdown_download_comp: gr.update() if report_file_path and os.path.exists(report_file_path) else gr.update(
+                interactive=False)
+        }
+
+
+async def stop_deep_research(webui_manager: WebuiManager) -> Dict[Component, Any]:
+    """Handles the Stop button click."""
+    logger.info("Stop button clicked for Deep Research.")
+    agent = webui_manager.dr_agent
+    task = webui_manager.dr_current_task
+    task_id = webui_manager.dr_task_id
+    base_save_dir = webui_manager.dr_save_dir
+
+    stop_button_comp = webui_manager.get_component_by_id("deep_research_agent.stop_button")
+    start_button_comp = webui_manager.get_component_by_id("deep_research_agent.start_button")
+    markdown_display_comp = webui_manager.get_component_by_id("deep_research_agent.markdown_display")
+    markdown_download_comp = webui_manager.get_component_by_id("deep_research_agent.markdown_download")
+
+    final_update = {
+        stop_button_comp: gr.update(interactive=False, value="⏹️ Stopping...")
+    }
+
+    if agent and task and not task.done():
+        logger.info("Signalling DeepResearchAgent to stop.")
+        try:
+            # Assuming stop is synchronous or sets a flag quickly
+            await agent.stop()
+        except Exception as e:
+            logger.error(f"Error calling agent.stop(): {e}")
+
+        # The run_deep_research loop should detect the stop and exit.
+        # We yield an intermediate "Stopping..." state. The final reset is done by run_deep_research.
+
+        # Try to show the final report if available after stopping
+        await asyncio.sleep(1.5)  # Give agent a moment to write final files potentially
+        report_file_path = None
+        if task_id and base_save_dir:
+            report_file_path = os.path.join(base_save_dir, str(task_id), "report.md")
+
+        if report_file_path and os.path.exists(report_file_path):
+            report_content = _read_file_safe(report_file_path)
+            if report_content:
+                final_update[markdown_display_comp] = gr.update(
+                    value=report_content + "\n\n---\n*Research stopped by user.*")
+                final_update[markdown_download_comp] = gr.File(value=report_file_path, label=f"Report ({task_id}.md)",
+                                                               interactive=True)
+            else:
+                final_update[markdown_display_comp] = gr.update(
+                    value="# Research Stopped\n\n*Error reading final report file after stop.*")
+        else:
+            final_update[markdown_display_comp] = gr.update(value="# Research Stopped by User")
+
+        # Keep start button disabled, run_deep_research finally block will re-enable it.
+        final_update[start_button_comp] = gr.update(interactive=False)
+
+    else:
+        logger.warning("Stop clicked but no active research task found.")
+        # Reset UI state just in case
+        final_update = {
+            start_button_comp: gr.update(interactive=True),
+            stop_button_comp: gr.update(interactive=False),
+            webui_manager.get_component_by_id("deep_research_agent.research_task"): gr.update(interactive=True),
+            webui_manager.get_component_by_id("deep_research_agent.resume_task_id"): gr.update(interactive=True),
+            webui_manager.get_component_by_id("deep_research_agent.max_iteration"): gr.update(interactive=True),
+            webui_manager.get_component_by_id("deep_research_agent.max_query"): gr.update(interactive=True),
+        }
+
+    return final_update
+
+
+async def update_mcp_server(mcp_file: str, webui_manager: WebuiManager):
+    """
+    Update the MCP server.
+    """
+    if hasattr(webui_manager, "dr_agent") and webui_manager.dr_agent:
+        logger.warning("⚠️ Close controller because mcp file has changed!")
+        await webui_manager.dr_agent.close_mcp_client()
+
+    if not mcp_file or not os.path.exists(mcp_file) or not mcp_file.endswith('.json'):
+        logger.warning(f"{mcp_file} is not a valid MCP file.")
+        return None, gr.update(visible=False)
+
+    with open(mcp_file, 'r') as f:
+        mcp_server = json.load(f)
+
+    return json.dumps(mcp_server, indent=2), gr.update(visible=True)
+
+
+def create_deep_research_agent_tab(webui_manager: WebuiManager):
+    """
+    Creates a deep research agent tab
+    """
+    input_components = set(webui_manager.get_components())
+    tab_components = {}
+
+    with gr.Group():
+        with gr.Row():
+            mcp_json_file = gr.File(label="MCP server json", interactive=True, file_types=[".json"])
+            mcp_server_config = gr.Textbox(label="MCP server", lines=6, interactive=True, visible=False)
+
+    with gr.Group():
+        research_task = gr.Textbox(label="Research Task", lines=5,
+                                   value="Give me a detailed travel plan to Switzerland from June 1st to 10th.",
+                                   interactive=True)
+        with gr.Row():
+            resume_task_id = gr.Textbox(label="Resume Task ID", value="",
+                                        interactive=True)
+            parallel_num = gr.Number(label="Parallel Agent Num", value=1,
+                                     precision=0,
+                                     interactive=True)
+            max_query = gr.Textbox(label="Research Save Dir", value="./tmp/deep_research",
+                                   interactive=True)
+    with gr.Row():
+        stop_button = gr.Button("⏹️ Stop", variant="stop", scale=2)
+        start_button = gr.Button("▶️ Run", variant="primary", scale=3)
+    with gr.Group():
+        markdown_display = gr.Markdown(label="Research Report")
+        markdown_download = gr.File(label="Download Research Report", interactive=False)
+    tab_components.update(
+        dict(
+            research_task=research_task,
+            parallel_num=parallel_num,
+            max_query=max_query,
+            start_button=start_button,
+            stop_button=stop_button,
+            markdown_display=markdown_display,
+            markdown_download=markdown_download,
+            resume_task_id=resume_task_id,
+            mcp_json_file=mcp_json_file,
+            mcp_server_config=mcp_server_config,
+        )
+    )
+    webui_manager.add_components("deep_research_agent", tab_components)
+    webui_manager.init_deep_research_agent()
+
+    async def update_wrapper(mcp_file):
+        """Wrapper for handle_pause_resume."""
+        update_dict = await update_mcp_server(mcp_file, webui_manager)
+        yield update_dict
+
+    mcp_json_file.change(
+        update_wrapper,
+        inputs=[mcp_json_file],
+        outputs=[mcp_server_config, mcp_server_config]
+    )
+
+    dr_tab_outputs = list(tab_components.values())
+    all_managed_inputs = set(webui_manager.get_components())
+
+    # --- Define Event Handler Wrappers ---
+    async def start_wrapper(comps: Dict[Component, Any]) -> AsyncGenerator[Dict[Component, Any], None]:
+        async for update in run_deep_research(webui_manager, comps):
+            yield update
+
+    async def stop_wrapper() -> AsyncGenerator[Dict[Component, Any], None]:
+        update_dict = await stop_deep_research(webui_manager)
+        yield update_dict
+
+    # --- Connect Handlers ---
+    start_button.click(
+        fn=start_wrapper,
+        inputs=all_managed_inputs,
+        outputs=dr_tab_outputs
+    )
+
+    stop_button.click(
+        fn=stop_wrapper,
+        inputs=None,
+        outputs=dr_tab_outputs
+    )
diff --git a/src/webui/components/load_save_config_tab.py b/src/webui/components/load_save_config_tab.py
new file mode 100644
index 0000000..aaa1441
--- /dev/null
+++ b/src/webui/components/load_save_config_tab.py
@@ -0,0 +1,50 @@
+import gradio as gr
+from gradio.components import Component
+
+from src.webui.webui_manager import WebuiManager
+from src.utils import config
+
+
+def create_load_save_config_tab(webui_manager: WebuiManager):
+    """
+    Creates a load and save config tab.
+    """
+    input_components = set(webui_manager.get_components())
+    tab_components = {}
+
+    config_file = gr.File(
+        label="Load UI Settings from json",
+        file_types=[".json"],
+        interactive=True
+    )
+    with gr.Row():
+        load_config_button = gr.Button("Load Config", variant="primary")
+        save_config_button = gr.Button("Save UI Settings", variant="primary")
+
+    config_status = gr.Textbox(
+        label="Status",
+        lines=2,
+        interactive=False
+    )
+
+    tab_components.update(dict(
+        load_config_button=load_config_button,
+        save_config_button=save_config_button,
+        config_status=config_status,
+        config_file=config_file,
+    ))
+
+    webui_manager.add_components("load_save_config", tab_components)
+
+    save_config_button.click(
+        fn=webui_manager.save_config,
+        inputs=set(webui_manager.get_components()),
+        outputs=[config_status]
+    )
+
+    load_config_button.click(
+        fn=webui_manager.load_config,
+        inputs=[config_file],
+        outputs=webui_manager.get_components(),
+    )
+
diff --git a/src/webui/interface.py b/src/webui/interface.py
new file mode 100644
index 0000000..083649e
--- /dev/null
+++ b/src/webui/interface.py
@@ -0,0 +1,95 @@
+import gradio as gr
+
+from src.webui.webui_manager import WebuiManager
+from src.webui.components.agent_settings_tab import create_agent_settings_tab
+from src.webui.components.browser_settings_tab import create_browser_settings_tab
+from src.webui.components.browser_use_agent_tab import create_browser_use_agent_tab
+from src.webui.components.deep_research_agent_tab import create_deep_research_agent_tab
+from src.webui.components.load_save_config_tab import create_load_save_config_tab
+
+theme_map = {
+    "Default": gr.themes.Default(),
+    "Soft": gr.themes.Soft(),
+    "Monochrome": gr.themes.Monochrome(),
+    "Glass": gr.themes.Glass(),
+    "Origin": gr.themes.Origin(),
+    "Citrus": gr.themes.Citrus(),
+    "Ocean": gr.themes.Ocean(),
+    "Base": gr.themes.Base()
+}
+
+
+def create_ui(theme_name="Ocean"):
+    css = """
+    .gradio-container {
+        width: 70vw !important; 
+        max-width: 70% !important; 
+        margin-left: auto !important;
+        margin-right: auto !important;
+        padding-top: 10px !important;
+    }
+    .header-text {
+        text-align: center;
+        margin-bottom: 20px;
+    }
+    .tab-header-text {
+        text-align: center;
+    }
+    .theme-section {
+        margin-bottom: 10px;
+        padding: 15px;
+        border-radius: 10px;
+    }
+    """
+
+    # dark mode in default
+    js_func = """
+    function refresh() {
+        const url = new URL(window.location);
+
+        if (url.searchParams.get('__theme') !== 'dark') {
+            url.searchParams.set('__theme', 'dark');
+            window.location.href = url.href;
+        }
+    }
+    """
+
+    ui_manager = WebuiManager()
+
+    with gr.Blocks(
+            title="Browser Use WebUI", theme=theme_map[theme_name], css=css, js=js_func,
+    ) as demo:
+        with gr.Row():
+            gr.Markdown(
+                """
+                # 🌐 Browser Use WebUI
+                ### Control your browser with AI assistance
+                """,
+                elem_classes=["header-text"],
+            )
+
+        with gr.Tabs() as tabs:
+            with gr.TabItem("⚙️ Agent Settings"):
+                create_agent_settings_tab(ui_manager)
+
+            with gr.TabItem("🌐 Browser Settings"):
+                create_browser_settings_tab(ui_manager)
+
+            with gr.TabItem("🤖 Run Agent"):
+                create_browser_use_agent_tab(ui_manager)
+
+            with gr.TabItem("🎁 Agent Marketplace"):
+                gr.Markdown(
+                    """
+                    ### Agents built on Browser-Use
+                    """,
+                    elem_classes=["tab-header-text"],
+                )
+                with gr.Tabs():
+                    with gr.TabItem("Deep Research"):
+                        create_deep_research_agent_tab(ui_manager)
+
+            with gr.TabItem("📁 Load & Save Config"):
+                create_load_save_config_tab(ui_manager)
+
+    return demo
diff --git a/src/webui/webui_manager.py b/src/webui/webui_manager.py
new file mode 100644
index 0000000..0a9d5e1
--- /dev/null
+++ b/src/webui/webui_manager.py
@@ -0,0 +1,122 @@
+import json
+from collections.abc import Generator
+from typing import TYPE_CHECKING
+import os
+import gradio as gr
+from datetime import datetime
+from typing import Optional, Dict, List
+import uuid
+import asyncio
+import time
+
+from gradio.components import Component
+from browser_use.browser.browser import Browser
+from browser_use.browser.context import BrowserContext
+from browser_use.agent.service import Agent
+from src.browser.custom_browser import CustomBrowser
+from src.browser.custom_context import CustomBrowserContext
+from src.controller.custom_controller import CustomController
+from src.agent.deep_research.deep_research_agent import DeepResearchAgent
+
+
+class WebuiManager:
+    def __init__(self, settings_save_dir: str = "./tmp/webui_settings"):
+        self.id_to_component: dict[str, Component] = {}
+        self.component_to_id: dict[Component, str] = {}
+
+        self.settings_save_dir = settings_save_dir
+        os.makedirs(self.settings_save_dir, exist_ok=True)
+
+    def init_browser_use_agent(self) -> None:
+        """
+        init browser use agent
+        """
+        self.bu_agent: Optional[Agent] = None
+        self.bu_browser: Optional[CustomBrowser] = None
+        self.bu_browser_context: Optional[CustomBrowserContext] = None
+        self.bu_controller: Optional[CustomController] = None
+        self.bu_chat_history: List[Dict[str, Optional[str]]] = []
+        self.bu_response_event: Optional[asyncio.Event] = None
+        self.bu_user_help_response: Optional[str] = None
+        self.bu_current_task: Optional[asyncio.Task] = None
+        self.bu_agent_task_id: Optional[str] = None
+
+    def init_deep_research_agent(self) -> None:
+        """
+        init deep research agent
+        """
+        self.dr_agent: Optional[DeepResearchAgent] = None
+        self.dr_current_task = None
+        self.dr_agent_task_id: Optional[str] = None
+        self.dr_save_dir: Optional[str] = None
+
+    def add_components(self, tab_name: str, components_dict: dict[str, "Component"]) -> None:
+        """
+        Add tab components
+        """
+        for comp_name, component in components_dict.items():
+            comp_id = f"{tab_name}.{comp_name}"
+            self.id_to_component[comp_id] = component
+            self.component_to_id[component] = comp_id
+
+    def get_components(self) -> list["Component"]:
+        """
+        Get all components
+        """
+        return list(self.id_to_component.values())
+
+    def get_component_by_id(self, comp_id: str) -> "Component":
+        """
+        Get component by id
+        """
+        return self.id_to_component[comp_id]
+
+    def get_id_by_component(self, comp: "Component") -> str:
+        """
+        Get id by component
+        """
+        return self.component_to_id[comp]
+
+    def save_config(self, components: Dict["Component", str]) -> None:
+        """
+        Save config
+        """
+        cur_settings = {}
+        for comp in components:
+            if not isinstance(comp, gr.Button) and not isinstance(comp, gr.File) and str(
+                    getattr(comp, "interactive", True)).lower() != "false":
+                comp_id = self.get_id_by_component(comp)
+                cur_settings[comp_id] = components[comp]
+
+        config_name = datetime.now().strftime("%Y%m%d-%H%M%S")
+        with open(os.path.join(self.settings_save_dir, f"{config_name}.json"), "w") as fw:
+            json.dump(cur_settings, fw, indent=4)
+
+        return os.path.join(self.settings_save_dir, f"{config_name}.json")
+
+    def load_config(self, config_path: str):
+        """
+        Load config
+        """
+        with open(config_path, "r") as fr:
+            ui_settings = json.load(fr)
+
+        update_components = {}
+        for comp_id, comp_val in ui_settings.items():
+            if comp_id in self.id_to_component:
+                comp = self.id_to_component[comp_id]
+                if comp.__class__.__name__ == "Chatbot":
+                    update_components[comp] = comp.__class__(value=comp_val, type="messages")
+                else:
+                    update_components[comp] = comp.__class__(value=comp_val)
+                    if comp_id == "agent_settings.planner_llm_provider":
+                        yield update_components  # yield provider, let callback run
+                        time.sleep(0.1)  # wait for Gradio UI callback
+
+        config_status = self.id_to_component["load_save_config.config_status"]
+        update_components.update(
+            {
+                config_status: config_status.__class__(value=f"Successfully loaded config: {config_path}")
+            }
+        )
+        yield update_components
diff --git a/supervisord.conf b/supervisord.conf
new file mode 100644
index 0000000..6010766
--- /dev/null
+++ b/supervisord.conf
@@ -0,0 +1,80 @@
+[supervisord]
+user=root
+nodaemon=true
+logfile=/dev/stdout
+logfile_maxbytes=0
+loglevel=error
+
+[program:xvfb]
+command=Xvfb :99 -screen 0 %(ENV_RESOLUTION)s -ac +extension GLX +render -noreset
+autorestart=true
+stdout_logfile=/dev/stdout
+stdout_logfile_maxbytes=0
+stderr_logfile=/dev/stderr
+stderr_logfile_maxbytes=0
+priority=100
+startsecs=3
+stopsignal=TERM
+stopwaitsecs=10
+
+[program:vnc_setup]
+command=bash -c "mkdir -p ~/.vnc && echo '%(ENV_VNC_PASSWORD)s' | vncpasswd -f > ~/.vnc/passwd && chmod 600 ~/.vnc/passwd && ls -la ~/.vnc/passwd"
+autorestart=false
+startsecs=0
+priority=150
+stdout_logfile=/dev/stdout
+stdout_logfile_maxbytes=0
+stderr_logfile=/dev/stderr
+stderr_logfile_maxbytes=0
+
+[program:x11vnc]
+command=bash -c "mkdir -p /var/log && touch /var/log/x11vnc.log && chmod 666 /var/log/x11vnc.log && sleep 5 && DISPLAY=:99 x11vnc -display :99 -forever -shared -rfbauth /root/.vnc/passwd -rfbport 5901 -o /var/log/x11vnc.log"
+autorestart=true
+stdout_logfile=/dev/stdout
+stdout_logfile_maxbytes=0
+stderr_logfile=/dev/stderr
+stderr_logfile_maxbytes=0
+priority=200
+startretries=10
+startsecs=10
+stopsignal=TERM
+stopwaitsecs=10
+depends_on=vnc_setup,xvfb
+
+[program:x11vnc_log]
+command=bash -c "mkdir -p /var/log && touch /var/log/x11vnc.log && tail -f /var/log/x11vnc.log"
+autorestart=true
+stdout_logfile=/dev/stdout
+stdout_logfile_maxbytes=0
+stderr_logfile=/dev/stderr
+stderr_logfile_maxbytes=0
+priority=250
+stopsignal=TERM
+stopwaitsecs=5
+depends_on=x11vnc
+
+[program:novnc]
+command=bash -c "sleep 5 && cd /opt/novnc && ./utils/novnc_proxy --vnc localhost:5901 --listen 0.0.0.0:6080 --web /opt/novnc"
+autorestart=true
+stdout_logfile=/dev/stdout
+stdout_logfile_maxbytes=0
+stderr_logfile=/dev/stderr
+stderr_logfile_maxbytes=0
+priority=300
+startretries=5
+startsecs=3
+depends_on=x11vnc
+
+[program:webui]
+command=python webui.py --ip 0.0.0.0 --port 7788
+directory=/app
+autorestart=true
+stdout_logfile=/dev/stdout
+stdout_logfile_maxbytes=0
+stderr_logfile=/dev/stderr
+stderr_logfile_maxbytes=0
+priority=400
+startretries=3
+startsecs=3
+stopsignal=TERM
+stopwaitsecs=10
\ No newline at end of file
diff --git a/tests/test_agents.py b/tests/test_agents.py
new file mode 100644
index 0000000..a36561e
--- /dev/null
+++ b/tests/test_agents.py
@@ -0,0 +1,400 @@
+import pdb
+
+from dotenv import load_dotenv
+
+load_dotenv()
+import sys
+
+sys.path.append(".")
+import asyncio
+import os
+import sys
+from pprint import pprint
+
+from browser_use import Agent
+from browser_use.agent.views import AgentHistoryList
+
+from src.utils import utils
+
+
+async def test_browser_use_agent():
+    from browser_use.browser.browser import Browser, BrowserConfig
+    from browser_use.browser.context import (
+        BrowserContextConfig
+    )
+    from browser_use.agent.service import Agent
+
+    from src.browser.custom_browser import CustomBrowser
+    from src.controller.custom_controller import CustomController
+    from src.utils import llm_provider
+    from src.agent.browser_use.browser_use_agent import BrowserUseAgent
+
+    llm = llm_provider.get_llm_model(
+        provider="openai",
+        model_name="gpt-4o",
+        temperature=0.8,
+    )
+
+    # llm = llm_provider.get_llm_model(
+    #     provider="google",
+    #     model_name="gemini-2.0-flash",
+    #     temperature=0.6,
+    #     api_key=os.getenv("GOOGLE_API_KEY", "")
+    # )
+
+    # llm = utils.get_llm_model(
+    #     provider="deepseek",
+    #     model_name="deepseek-reasoner",
+    #     temperature=0.8
+    # )
+
+    # llm = utils.get_llm_model(
+    #     provider="deepseek",
+    #     model_name="deepseek-chat",
+    #     temperature=0.8
+    # )
+
+    # llm = utils.get_llm_model(
+    #     provider="ollama", model_name="qwen2.5:7b", temperature=0.5
+    # )
+
+    # llm = utils.get_llm_model(
+    #     provider="ollama", model_name="deepseek-r1:14b", temperature=0.5
+    # )
+
+    window_w, window_h = 1280, 1100
+
+    # llm = llm_provider.get_llm_model(
+    #     provider="azure_openai",
+    #     model_name="gpt-4o",
+    #     temperature=0.5,
+    #     base_url=os.getenv("AZURE_OPENAI_ENDPOINT", ""),
+    #     api_key=os.getenv("AZURE_OPENAI_API_KEY", ""),
+    # )
+
+    mcp_server_config = {
+        "mcpServers": {
+            # "markitdown": {
+            #     "command": "docker",
+            #     "args": [
+            #         "run",
+            #         "--rm",
+            #         "-i",
+            #         "markitdown-mcp:latest"
+            #     ]
+            # },
+            "desktop-commander": {
+                "command": "npx",
+                "args": [
+                    "-y",
+                    "@wonderwhy-er/desktop-commander"
+                ]
+            },
+        }
+    }
+    controller = CustomController()
+    await controller.setup_mcp_client(mcp_server_config)
+    use_own_browser = True
+    use_vision = True  # Set to False when using DeepSeek
+
+    max_actions_per_step = 10
+    browser = None
+    browser_context = None
+
+    try:
+        extra_browser_args = []
+        if use_own_browser:
+            browser_binary_path = os.getenv("BROWSER_PATH", None)
+            if browser_binary_path == "":
+                browser_binary_path = None
+            browser_user_data = os.getenv("BROWSER_USER_DATA", None)
+            if browser_user_data:
+                extra_browser_args += [f"--user-data-dir={browser_user_data}"]
+        else:
+            browser_binary_path = None
+        browser = CustomBrowser(
+            config=BrowserConfig(
+                headless=False,
+                browser_binary_path=browser_binary_path,
+                extra_browser_args=extra_browser_args,
+                new_context_config=BrowserContextConfig(
+                    window_width=window_w,
+                    window_height=window_h,
+                )
+            )
+        )
+        browser_context = await browser.new_context(
+            config=BrowserContextConfig(
+                trace_path=None,
+                save_recording_path=None,
+                save_downloads_path="./tmp/downloads",
+                window_height=window_h,
+                window_width=window_w,
+            )
+        )
+        agent = BrowserUseAgent(
+            # task="download pdf from https://arxiv.org/pdf/2311.16498 and rename this pdf to 'mcp-test.pdf'",
+            task="give me nvidia stock price",
+            llm=llm,
+            browser=browser,
+            browser_context=browser_context,
+            controller=controller,
+            use_vision=use_vision,
+            max_actions_per_step=max_actions_per_step,
+            generate_gif=True
+        )
+        history: AgentHistoryList = await agent.run(max_steps=100)
+
+        print("Final Result:")
+        pprint(history.final_result(), indent=4)
+
+        print("\nErrors:")
+        pprint(history.errors(), indent=4)
+
+    except Exception:
+        import traceback
+        traceback.print_exc()
+    finally:
+        if browser_context:
+            await browser_context.close()
+        if browser:
+            await browser.close()
+        if controller:
+            await controller.close_mcp_client()
+
+
+async def test_browser_use_parallel():
+    from browser_use.browser.browser import Browser, BrowserConfig
+    from browser_use.browser.context import (
+        BrowserContextConfig,
+    )
+    from browser_use.agent.service import Agent
+
+    from src.browser.custom_browser import CustomBrowser
+    from src.controller.custom_controller import CustomController
+    from src.utils import llm_provider
+    from src.agent.browser_use.browser_use_agent import BrowserUseAgent
+
+    # llm = utils.get_llm_model(
+    #     provider="openai",
+    #     model_name="gpt-4o",
+    #     temperature=0.8,
+    #     base_url=os.getenv("OPENAI_ENDPOINT", ""),
+    #     api_key=os.getenv("OPENAI_API_KEY", ""),
+    # )
+
+    # llm = utils.get_llm_model(
+    #     provider="google",
+    #     model_name="gemini-2.0-flash",
+    #     temperature=0.6,
+    #     api_key=os.getenv("GOOGLE_API_KEY", "")
+    # )
+
+    # llm = utils.get_llm_model(
+    #     provider="deepseek",
+    #     model_name="deepseek-reasoner",
+    #     temperature=0.8
+    # )
+
+    # llm = utils.get_llm_model(
+    #     provider="deepseek",
+    #     model_name="deepseek-chat",
+    #     temperature=0.8
+    # )
+
+    # llm = utils.get_llm_model(
+    #     provider="ollama", model_name="qwen2.5:7b", temperature=0.5
+    # )
+
+    # llm = utils.get_llm_model(
+    #     provider="ollama", model_name="deepseek-r1:14b", temperature=0.5
+    # )
+
+    window_w, window_h = 1280, 1100
+
+    llm = llm_provider.get_llm_model(
+        provider="azure_openai",
+        model_name="gpt-4o",
+        temperature=0.5,
+        base_url=os.getenv("AZURE_OPENAI_ENDPOINT", ""),
+        api_key=os.getenv("AZURE_OPENAI_API_KEY", ""),
+    )
+
+    mcp_server_config = {
+        "mcpServers": {
+            # "markitdown": {
+            #     "command": "docker",
+            #     "args": [
+            #         "run",
+            #         "--rm",
+            #         "-i",
+            #         "markitdown-mcp:latest"
+            #     ]
+            # },
+            "desktop-commander": {
+                "command": "npx",
+                "args": [
+                    "-y",
+                    "@wonderwhy-er/desktop-commander"
+                ]
+            },
+            # "filesystem": {
+            #     "command": "npx",
+            #     "args": [
+            #         "-y",
+            #         "@modelcontextprotocol/server-filesystem",
+            #         "/Users/xxx/ai_workspace",
+            #     ]
+            # },
+        }
+    }
+    controller = CustomController()
+    await controller.setup_mcp_client(mcp_server_config)
+    use_own_browser = True
+    use_vision = True  # Set to False when using DeepSeek
+
+    max_actions_per_step = 10
+    browser = None
+    browser_context = None
+
+    try:
+        extra_browser_args = []
+        if use_own_browser:
+            browser_binary_path = os.getenv("BROWSER_PATH", None)
+            if browser_binary_path == "":
+                browser_binary_path = None
+            browser_user_data = os.getenv("BROWSER_USER_DATA", None)
+            if browser_user_data:
+                extra_browser_args += [f"--user-data-dir={browser_user_data}"]
+        else:
+            browser_binary_path = None
+        browser = CustomBrowser(
+            config=BrowserConfig(
+                headless=False,
+                browser_binary_path=browser_binary_path,
+                extra_browser_args=extra_browser_args,
+                new_context_config=BrowserContextConfig(
+                    window_width=window_w,
+                    window_height=window_h,
+                )
+            )
+        )
+        browser_context = await browser.new_context(
+            config=BrowserContextConfig(
+                trace_path=None,
+                save_recording_path=None,
+                save_downloads_path="./tmp/downloads",
+                window_height=window_h,
+                window_width=window_w,
+                force_new_context=True
+            )
+        )
+        agents = [
+            BrowserUseAgent(task=task, llm=llm, browser=browser, controller=controller)
+            for task in [
+                'Search Google for weather in Tokyo',
+                # 'Check Reddit front page title',
+                # 'Find NASA image of the day',
+                # 'Check top story on CNN',
+                # 'Search latest SpaceX launch date',
+                # 'Look up population of Paris',
+                'Find current time in Sydney',
+                'Check who won last Super Bowl',
+                # 'Search trending topics on Twitter',
+            ]
+        ]
+
+        history = await asyncio.gather(*[agent.run() for agent in agents])
+        print("Final Result:")
+        pprint(history.final_result(), indent=4)
+
+        print("\nErrors:")
+        pprint(history.errors(), indent=4)
+
+        pdb.set_trace()
+
+    except Exception:
+        import traceback
+
+        traceback.print_exc()
+    finally:
+        if browser_context:
+            await browser_context.close()
+        if browser:
+            await browser.close()
+        if controller:
+            await controller.close_mcp_client()
+
+
+async def test_deep_research_agent():
+    from src.agent.deep_research.deep_research_agent import DeepResearchAgent, PLAN_FILENAME, REPORT_FILENAME
+    from src.utils import llm_provider
+
+    llm = llm_provider.get_llm_model(
+        provider="openai",
+        model_name="gpt-4o",
+        temperature=0.5
+    )
+
+    # llm = llm_provider.get_llm_model(
+    #     provider="bedrock",
+    # )
+
+    mcp_server_config = {
+        "mcpServers": {
+            "desktop-commander": {
+                "command": "npx",
+                "args": [
+                    "-y",
+                    "@wonderwhy-er/desktop-commander"
+                ]
+            },
+        }
+    }
+
+    browser_config = {"headless": False, "window_width": 1280, "window_height": 1100, "use_own_browser": False}
+    agent = DeepResearchAgent(llm=llm, browser_config=browser_config, mcp_server_config=mcp_server_config)
+    research_topic = "Give me investment advices of nvidia and tesla."
+    task_id_to_resume = ""  # Set this to resume a previous task ID
+
+    print(f"Starting research on: {research_topic}")
+
+    try:
+        # Call run and wait for the final result dictionary
+        result = await agent.run(research_topic,
+                                 task_id=task_id_to_resume,
+                                 save_dir="./tmp/deep_research",
+                                 max_parallel_browsers=1,
+                                 )
+
+        print("\n--- Research Process Ended ---")
+        print(f"Status: {result.get('status')}")
+        print(f"Message: {result.get('message')}")
+        print(f"Task ID: {result.get('task_id')}")
+
+        # Check the final state for the report
+        final_state = result.get('final_state', {})
+        if final_state:
+            print("\n--- Final State Summary ---")
+            print(
+                f"  Plan Steps Completed: {sum(1 for item in final_state.get('research_plan', []) if item.get('status') == 'completed')}")
+            print(f"  Total Search Results Logged: {len(final_state.get('search_results', []))}")
+            if final_state.get("final_report"):
+                print("  Final Report: Generated (content omitted). You can find it in the output directory.")
+                # print("\n--- Final Report ---") # Optionally print report
+                # print(final_state["final_report"])
+            else:
+                print("  Final Report: Not generated.")
+        else:
+            print("Final state information not available.")
+
+
+    except Exception as e:
+        print(f"\n--- An unhandled error occurred outside the agent run ---")
+        print(e)
+
+
+if __name__ == "__main__":
+    asyncio.run(test_browser_use_agent())
+    # asyncio.run(test_browser_use_parallel())
+    # asyncio.run(test_deep_research_agent())
diff --git a/tests/test_controller.py b/tests/test_controller.py
new file mode 100644
index 0000000..173bae4
--- /dev/null
+++ b/tests/test_controller.py
@@ -0,0 +1,131 @@
+import asyncio
+import pdb
+import sys
+import time
+
+sys.path.append(".")
+
+from dotenv import load_dotenv
+
+load_dotenv()
+
+
+async def test_mcp_client():
+    from src.utils.mcp_client import setup_mcp_client_and_tools, create_tool_param_model
+
+    test_server_config = {
+        "mcpServers": {
+            # "markitdown": {
+            #     "command": "docker",
+            #     "args": [
+            #         "run",
+            #         "--rm",
+            #         "-i",
+            #         "markitdown-mcp:latest"
+            #     ]
+            # },
+            "desktop-commander": {
+                "command": "npx",
+                "args": [
+                    "-y",
+                    "@wonderwhy-er/desktop-commander"
+                ]
+            },
+            # "filesystem": {
+            #     "command": "npx",
+            #     "args": [
+            #         "-y",
+            #         "@modelcontextprotocol/server-filesystem",
+            #         "/Users/xxx/ai_workspace",
+            #     ]
+            # },
+        }
+    }
+
+    mcp_tools, mcp_client = await setup_mcp_client_and_tools(test_server_config)
+
+    for tool in mcp_tools:
+        tool_param_model = create_tool_param_model(tool)
+        print(tool.name)
+        print(tool.description)
+        print(tool_param_model.model_json_schema())
+    pdb.set_trace()
+
+
+async def test_controller_with_mcp():
+    import os
+    from src.controller.custom_controller import CustomController
+    from browser_use.controller.registry.views import ActionModel
+
+    mcp_server_config = {
+        "mcpServers": {
+            # "markitdown": {
+            #     "command": "docker",
+            #     "args": [
+            #         "run",
+            #         "--rm",
+            #         "-i",
+            #         "markitdown-mcp:latest"
+            #     ]
+            # },
+            "desktop-commander": {
+                "command": "npx",
+                "args": [
+                    "-y",
+                    "@wonderwhy-er/desktop-commander"
+                ]
+            },
+            # "filesystem": {
+            #     "command": "npx",
+            #     "args": [
+            #         "-y",
+            #         "@modelcontextprotocol/server-filesystem",
+            #         "/Users/xxx/ai_workspace",
+            #     ]
+            # },
+        }
+    }
+
+    controller = CustomController()
+    await controller.setup_mcp_client(mcp_server_config)
+    action_name = "mcp.desktop-commander.execute_command"
+    action_info = controller.registry.registry.actions[action_name]
+    param_model = action_info.param_model
+    print(param_model.model_json_schema())
+    params = {"command": f"python ./tmp/test.py"
+              }
+    validated_params = param_model(**params)
+    ActionModel_ = controller.registry.create_action_model()
+    # Create ActionModel instance with the validated parameters
+    action_model = ActionModel_(**{action_name: validated_params})
+    result = await controller.act(action_model)
+    result = result.extracted_content
+    print(result)
+    if result and "Command is still running. Use read_output to get more output." in result and "PID" in \
+            result.split("\n")[0]:
+        pid = int(result.split("\n")[0].split("PID")[-1].strip())
+        action_name = "mcp.desktop-commander.read_output"
+        action_info = controller.registry.registry.actions[action_name]
+        param_model = action_info.param_model
+        print(param_model.model_json_schema())
+        params = {"pid": pid}
+        validated_params = param_model(**params)
+        action_model = ActionModel_(**{action_name: validated_params})
+        output_result = ""
+        while True:
+            time.sleep(1)
+            result = await controller.act(action_model)
+            result = result.extracted_content
+            if result:
+                pdb.set_trace()
+                output_result = result
+                break
+        print(output_result)
+        pdb.set_trace()
+    await controller.close_mcp_client()
+    pdb.set_trace()
+
+
+if __name__ == '__main__':
+    # asyncio.run(test_mcp_client())
+    asyncio.run(test_controller_with_mcp())
diff --git a/tests/test_llm_api.py b/tests/test_llm_api.py
new file mode 100644
index 0000000..938f825
--- /dev/null
+++ b/tests/test_llm_api.py
@@ -0,0 +1,159 @@
+import os
+import pdb
+from dataclasses import dataclass
+
+from dotenv import load_dotenv
+from langchain_core.messages import HumanMessage, SystemMessage
+from langchain_ollama import ChatOllama
+
+load_dotenv()
+
+import sys
+
+sys.path.append(".")
+
+
+@dataclass
+class LLMConfig:
+    provider: str
+    model_name: str
+    temperature: float = 0.8
+    base_url: str = None
+    api_key: str = None
+
+
+def create_message_content(text, image_path=None):
+    content = [{"type": "text", "text": text}]
+    image_format = "png" if image_path and image_path.endswith(".png") else "jpeg"
+    if image_path:
+        from src.utils import utils
+        image_data = utils.encode_image(image_path)
+        content.append({
+            "type": "image_url",
+            "image_url": {"url": f"data:image/{image_format};base64,{image_data}"}
+        })
+    return content
+
+
+def get_env_value(key, provider):
+    env_mappings = {
+        "openai": {"api_key": "OPENAI_API_KEY", "base_url": "OPENAI_ENDPOINT"},
+        "azure_openai": {"api_key": "AZURE_OPENAI_API_KEY", "base_url": "AZURE_OPENAI_ENDPOINT"},
+        "google": {"api_key": "GOOGLE_API_KEY"},
+        "deepseek": {"api_key": "DEEPSEEK_API_KEY", "base_url": "DEEPSEEK_ENDPOINT"},
+        "mistral": {"api_key": "MISTRAL_API_KEY", "base_url": "MISTRAL_ENDPOINT"},
+        "alibaba": {"api_key": "ALIBABA_API_KEY", "base_url": "ALIBABA_ENDPOINT"},
+        "moonshot": {"api_key": "MOONSHOT_API_KEY", "base_url": "MOONSHOT_ENDPOINT"},
+        "ibm": {"api_key": "IBM_API_KEY", "base_url": "IBM_ENDPOINT"}
+    }
+
+    if provider in env_mappings and key in env_mappings[provider]:
+        return os.getenv(env_mappings[provider][key], "")
+    return ""
+
+
+def test_llm(config, query, image_path=None, system_message=None):
+    from src.utils import utils, llm_provider
+
+    # Special handling for Ollama-based models
+    if config.provider == "ollama":
+        if "deepseek-r1" in config.model_name:
+            from src.utils.llm_provider import DeepSeekR1ChatOllama
+            llm = DeepSeekR1ChatOllama(model=config.model_name)
+        else:
+            llm = ChatOllama(model=config.model_name)
+
+        ai_msg = llm.invoke(query)
+        print(ai_msg.content)
+        if "deepseek-r1" in config.model_name:
+            pdb.set_trace()
+        return
+
+    # For other providers, use the standard configuration
+    llm = llm_provider.get_llm_model(
+        provider=config.provider,
+        model_name=config.model_name,
+        temperature=config.temperature,
+        base_url=config.base_url or get_env_value("base_url", config.provider),
+        api_key=config.api_key or get_env_value("api_key", config.provider)
+    )
+
+    # Prepare messages for non-Ollama models
+    messages = []
+    if system_message:
+        messages.append(SystemMessage(content=create_message_content(system_message)))
+    messages.append(HumanMessage(content=create_message_content(query, image_path)))
+    ai_msg = llm.invoke(messages)
+
+    # Handle different response types
+    if hasattr(ai_msg, "reasoning_content"):
+        print(ai_msg.reasoning_content)
+    print(ai_msg.content)
+
+def test_openai_model():
+    config = LLMConfig(provider="openai", model_name="gpt-4o")
+    test_llm(config, "Describe this image", "assets/examples/test.png")
+
+
+def test_google_model():
+    # Enable your API key first if you haven't: https://ai.google.dev/palm_docs/oauth_quickstart
+    config = LLMConfig(provider="google", model_name="gemini-2.0-flash-exp")
+    test_llm(config, "Describe this image", "assets/examples/test.png")
+
+
+def test_azure_openai_model():
+    config = LLMConfig(provider="azure_openai", model_name="gpt-4o")
+    test_llm(config, "Describe this image", "assets/examples/test.png")
+
+
+def test_deepseek_model():
+    config = LLMConfig(provider="deepseek", model_name="deepseek-chat")
+    test_llm(config, "Who are you?")
+
+
+def test_deepseek_r1_model():
+    config = LLMConfig(provider="deepseek", model_name="deepseek-reasoner")
+    test_llm(config, "Which is greater, 9.11 or 9.8?", system_message="You are a helpful AI assistant.")
+
+
+def test_ollama_model():
+    config = LLMConfig(provider="ollama", model_name="qwen2.5:7b")
+    test_llm(config, "Sing a ballad of LangChain.")
+
+
+def test_deepseek_r1_ollama_model():
+    config = LLMConfig(provider="ollama", model_name="deepseek-r1:14b")
+    test_llm(config, "How many 'r's are in the word 'strawberry'?")
+
+
+def test_mistral_model():
+    config = LLMConfig(provider="mistral", model_name="pixtral-large-latest")
+    test_llm(config, "Describe this image", "assets/examples/test.png")
+
+
+def test_moonshot_model():
+    config = LLMConfig(provider="moonshot", model_name="moonshot-v1-32k-vision-preview")
+    test_llm(config, "Describe this image", "assets/examples/test.png")
+
+
+def test_ibm_model():
+    config = LLMConfig(provider="ibm", model_name="meta-llama/llama-4-maverick-17b-128e-instruct-fp8")
+    test_llm(config, "Describe this image", "assets/examples/test.png")
+
+
+def test_qwen_model():
+    config = LLMConfig(provider="alibaba", model_name="qwen-vl-max")
+    test_llm(config, "How many 'r's are in the word 'strawberry'?")
+
+
+if __name__ == "__main__":
+    # test_openai_model()
+    # test_google_model()
+    test_azure_openai_model()
+    # test_deepseek_model()
+    # test_ollama_model()
+    # test_deepseek_r1_model()
+    # test_deepseek_r1_ollama_model()
+    # test_mistral_model()
+    # test_ibm_model()
+    # test_qwen_model()
diff --git a/tests/test_playwright.py b/tests/test_playwright.py
new file mode 100644
index 0000000..6704a02
--- /dev/null
+++ b/tests/test_playwright.py
@@ -0,0 +1,31 @@
+import pdb
+from dotenv import load_dotenv
+
+load_dotenv()
+
+
+def test_connect_browser():
+    import os
+    from playwright.sync_api import sync_playwright
+
+    chrome_exe = os.getenv("CHROME_PATH", "")
+    chrome_use_data = os.getenv("CHROME_USER_DATA", "")
+
+    with sync_playwright() as p:
+        browser = p.chromium.launch_persistent_context(
+            user_data_dir=chrome_use_data,
+            executable_path=chrome_exe,
+            headless=False  # Keep browser window visible
+        )
+
+        page = browser.new_page()
+        page.goto("https://mail.google.com/mail/u/0/#inbox")
+        page.wait_for_load_state()
+
+        input("Press the Enter key to close the browser...")
+
+        browser.close()
+
+
+if __name__ == '__main__':
+    test_connect_browser()
diff --git a/webui.py b/webui.py
new file mode 100644
index 0000000..34e93ab
--- /dev/null
+++ b/webui.py
@@ -0,0 +1,19 @@
+from dotenv import load_dotenv
+load_dotenv()
+import argparse
+from src.webui.interface import theme_map, create_ui
+
+
+def main():
+    parser = argparse.ArgumentParser(description="Gradio WebUI for Browser Agent")
+    parser.add_argument("--ip", type=str, default="127.0.0.1", help="IP address to bind to")
+    parser.add_argument("--port", type=int, default=7788, help="Port to listen on")
+    parser.add_argument("--theme", type=str, default="Ocean", choices=theme_map.keys(), help="Theme to use for the UI")
+    args = parser.parse_args()
+
+    demo = create_ui(theme_name=args.theme)
+    demo.queue().launch(server_name=args.ip, server_port=args.port)
+
+
+if __name__ == '__main__':
+    main()