> [!NOTE] > 本文档由 WeHub 基于上游 README 翻译整理，属于社区翻译，非官方中文文档。 > [English](./README.en.md) · [原始项目](https://github.com/simonw/llm) · [上游 README](https://github.com/simonw/llm/blob/HEAD/README.md) > 原作者、版权与许可证归属以原始项目及本仓库 LICENSE 文件为准。 # LLM [](https://github.com/simonw/llm) [](https://pypi.org/project/llm/) [](https://llm.datasette.io/en/stable/changelog.html) [](https://github.com/simonw/llm/actions?query=workflow%3ATest) [](https://github.com/simonw/llm/blob/main/LICENSE) [](https://datasette.io/discord-llm) [](https://formulae.brew.sh/formula/llm) 一款 CLI 工具和 Python 库，用于与 **OpenAI**、**Anthropic 的 Claude**、**Google 的 Gemini**、**Meta 的 Llama** 以及数十种其他大语言模型（Large Language Model，LLM）交互，既可通过远程 API，也可使用可在你本机安装和运行的模型。 在 YouTube 上观看 **[命令行上的语言模型](https://www.youtube.com/watch?v=QUXQNi6jQ30)** 演示，或[阅读配套的详细笔记](https://simonwillison.net/2024/Jun/17/cli-language-models/). 使用 LLM，你可以： - [从命令行运行提示词](https://llm.datasette.io/en/stable/usage.html#usage-executing-prompts) - [将提示词和响应存储在 SQLite 中](https://llm.datasette.io/en/stable/logging.html#logging) - [生成并存储嵌入向量（embeddings）](https://llm.datasette.io/en/stable/embeddings/index.html#embeddings) - [从文本和图像中提取结构化内容](https://llm.datasette.io/en/stable/schemas.html#schemas) - [赋予模型执行工具的能力](https://llm.datasette.io/en/stable/tools.html#tools) - … 以及更多、更多功能 ## 快速入门 首先，使用 `pip` 或 Homebrew 或 `pipx` 或 `uv` 安装 LLM： ```bash pip install llm ``` 或使用 Homebrew（参见[警告说明](https://llm.datasette.io/en/stable/setup.html#homebrew-warning)): ```bash brew install llm ``` 或使用 [pipx](https://pypa.github.io/pipx/): ```bash pipx install llm ``` 或使用 [uv](https://docs.astral.sh/uv/guides/tools/) ```bash uv tool install llm ``` 如果你有 [OpenAI API 密钥](https://platform.openai.com/api-keys)，可以运行以下命令： ```bash # Paste your OpenAI API key into this llm keys set openai # Run a prompt (with the default gpt-4o-mini model) llm "Ten fun names for a pet pelican" # Extract text from an image llm "extract text" -a scanned-document.jpg # Use a system prompt against a file cat myfile.py | llm -s "Explain this code" ``` 使用各自插件对 [Gemini](https://aistudio.google.com/apikey) 或 [Anthropic](https://console.anthropic.com/) 运行提示词： ```bash llm install llm-gemini llm keys set gemini # Paste Gemini API key here llm -m gemini-2.0-flash 'Tell me fun facts about Mountain View' llm install llm-anthropic llm keys set anthropic # Paste Anthropic API key here llm -m claude-4-opus 'Impress me with wild facts about turnips' ``` 你还可以[安装插件](https://llm.datasette.io/en/stable/plugins/installing-plugins.html#installing-plugins) 以访问可在本地设备上运行的模型。如果你使用 [Ollama](https://ollama.com/): ```bash # Install the plugin llm install llm-ollama # Download and run a prompt against the Orca Mini 7B model ollama pull llama3.2:latest llm -m llama3.2:latest 'What is the capital of France?' ``` 要启动与模型的[交互式聊天](https://llm.datasette.io/en/stable/usage.html#usage-chat)，请使用 `llm chat`： ```bash llm chat -m gpt-4.1 ``` ```default Chatting with gpt-4.1 Type 'exit' or 'quit' to exit Type '!multi' to enter multiple lines, then '!end' to finish Type '!edit' to open your default editor and modify the prompt. Type '!fragment [ ...]' to insert one or more fragments > Tell me a joke about a pelican Why don't pelicans like to tip waiters? Because they always have a big bill! ``` 关于本项目的更多背景： - [llm、ttok 和 strip-tags——用于 ChatGPT 及其他 LLM 的 CLI 工具](https://simonwillison.net/2023/May/18/cli-tools-for-llms/) - [LLM CLI 工具现已通过插件支持自托管语言模型](https://simonwillison.net/2023/Jul/12/llm/) - [LLM 现已提供用于处理嵌入向量的工具](https://simonwillison.net/2023/Sep/4/llm-embeddings/) - [使用 llm-clip 构建图像搜索引擎，使用 llm chat 与模型对话](https://simonwillison.net/2023/Sep/12/llm-clip-and-chat/) - [你现在可以在终端中使用 LLM 对图像、音频和视频运行提示词](https://simonwillison.net/2024/Oct/29/llm-multi-modal/) - [使用 LLM 模式（schema）从非结构化内容中提取结构化数据](https://simonwillison.net/2025/Feb/28/llm-schemas/) - [LLM 0.24 通过片段（fragment）和模板插件支持长上下文](https://simonwillison.net/2025/Apr/7/long-context-llm/) 另请参阅我博客上的 [llm 标签](https://simonwillison.net/tags/llm/)。 ## 目录 * [设置](https://llm.datasette.io/en/stable/setup.html) * [安装](https://llm.datasette.io/en/stable/setup.html#installation) * [升级到最新版本](https://llm.datasette.io/en/stable/setup.html#upgrading-to-the-latest-version) * [使用 uvx](https://llm.datasette.io/en/stable/setup.html#using-uvx) * [关于 Homebrew 和 PyTorch 的说明](https://llm.datasette.io/en/stable/setup.html#a-note-about-homebrew-and-pytorch) * [安装插件](https://llm.datasette.io/en/stable/setup.html#installing-plugins) * [API 密钥管理](https://llm.datasette.io/en/stable/setup.html#api-key-management) * [保存和使用已存储的密钥](https://llm.datasette.io/en/stable/setup.html#saving-and-using-stored-keys) * [使用 –key 选项传递密钥](https://llm.datasette.io/en/stable/setup.html#passing-keys-using-the-key-option) * [环境变量中的密钥](https://llm.datasette.io/en/stable/setup.html#keys-in-environment-variables) * [配置](https://llm.datasette.io/en/stable/setup.html#configuration) * [设置自定义默认模型](https://llm.datasette.io/en/stable/setup.html#setting-a-custom-default-model) * [设置自定义目录位置](https://llm.datasette.io/en/stable/setup.html#setting-a-custom-directory-location) * [开启和关闭 SQLite 日志记录](https://llm.datasette.io/en/stable/setup.html#turning-sqlite-logging-on-and-off) * [用法](https://llm.datasette.io/en/stable/usage.html) * [执行提示词](https://llm.datasette.io/en/stable/usage.html#executing-a-prompt) * [模型选项](https://llm.datasette.io/en/stable/usage.html#model-options) * [附件](https://llm.datasette.io/en/stable/usage.html#attachments) * [系统提示词](https://llm.datasette.io/en/stable/usage.html#system-prompts) * [工具](https://llm.datasette.io/en/stable/usage.html#tools) * [提取围栏代码块](https://llm.datasette.io/en/stable/usage.html#extracting-fenced-code-blocks) * [模式（Schema）](https://llm.datasette.io/en/stable/usage.html#schemas) * [片段（Fragment）](https://llm.datasette.io/en/stable/usage.html#fragments) * [继续对话](https://llm.datasette.io/en/stable/usage.html#continuing-a-conversation) * [在 Bash 或 Zsh 中使用 LLM 的技巧](https://llm.datasette.io/en/stable/usage.html#tips-for-using-llm-with-bash-or-zsh) * [补全提示词](https://llm.datasette.io/en/stable/usage.html#completion-prompts) * [启动交互式聊天](https://llm.datasette.io/en/stable/usage.html#starting-an-interactive-chat) * [列出可用模型](https://llm.datasette.io/en/stable/usage.html#listing-available-models) * [为模型设置默认选项](https://llm.datasette.io/en/stable/usage.html#setting-default-options-for-models) * [OpenAI 模型](https://llm.datasette.io/en/stable/openai-models.html) * [配置](https://llm.datasette.io/en/stable/openai-models.html#configuration) * [OpenAI 语言模型](https://llm.datasette.io/en/stable/openai-models.html#openai-language-models) * [模型特性](https://llm.datasette.io/en/stable/openai-models.html#model-features) * [OpenAI 嵌入模型](https://llm.datasette.io/en/stable/openai-models.html#openai-embedding-models) * [OpenAI 补全模型](https://llm.datasette.io/en/stable/openai-models.html#openai-completion-models) * [添加更多 OpenAI 模型](https://llm.datasette.io/en/stable/openai-models.html#adding-more-openai-models) * [其他模型](https://llm.datasette.io/en/stable/other-models.html) * [安装和使用本地模型](https://llm.datasette.io/en/stable/other-models.html#installing-and-using-a-local-model) * [兼容 OpenAI 的模型](https://llm.datasette.io/en/stable/other-models.html#openai-compatible-models) * [额外的 HTTP 标头](https://llm.datasette.io/en/stable/other-models.html#extra-http-headers) * [工具](https://llm.datasette.io/en/stable/tools.html) * [工具的工作原理](https://llm.datasette.io/en/stable/tools.html#how-tools-work) * [试用工具](https://llm.datasette.io/en/stable/tools.html#trying-out-tools) * [LLM 的工具实现](https://llm.datasette.io/en/stable/tools.html#llm-s-implementation-of-tools) * [默认工具](https://llm.datasette.io/en/stable/tools.html#default-tools) * [实现工具的技巧](https://llm.datasette.io/en/stable/tools.html#tips-for-implementing-tools) * [模式（Schema）](https://llm.datasette.io/en/stable/schemas.html) * [模式教程](https://llm.datasette.io/en/stable/schemas.html#schemas-tutorial) * [从狗（dogs）示例入门](https://llm.datasette.io/en/stable/schemas.html#getting-started-with-dogs) * [从新闻文章中提取人物](https://llm.datasette.io/en/stable/schemas.html#extracting-people-from-a-news-articles) * [使用 JSON 模式](https://llm.datasette.io/en/stable/schemas.html#using-json-schemas) * [指定模式的方式](https://llm.datasette.io/en/stable/schemas.html#ways-to-specify-a-schema) * [简洁的 LLM 模式语法](https://llm.datasette.io/en/stable/schemas.html#concise-llm-schema-syntax) * [在模板中保存可复用的模式](https://llm.datasette.io/en/stable/schemas.html#saving-reusable-schemas-in-templates) * [浏览使用模式创建的已记录 JSON 对象](https://llm.datasette.io/en/stable/schemas.html#browsing-logged-json-objects-created-using-schemas) * [模板](https://llm.datasette.io/en/stable/templates.html) * [–save 入门](https://llm.datasette.io/en/stable/templates.html#getting-started-with-save) * [使用模板](https://llm.datasette.io/en/stable/templates.html#using-a-template) * [列出可用模板](https://llm.datasette.io/en/stable/templates.html#listing-available-templates) * [作为 YAML 文件的模板](https://llm.datasette.io/en/stable/templates.html#templates-as-yaml-files) * [系统提示词](https://llm.datasette.io/en/stable/templates.html#system-prompts) * [片段](https://llm.datasette.io/en/stable/templates.html#fragments) * [选项](https://llm.datasette.io/en/stable/templates.html#options) * [工具](https://llm.datasette.io/en/stable/templates.html#tools) * [模式](https://llm.datasette.io/en/stable/templates.html#schemas) * [额外的模板变量](https://llm.datasette.io/en/stable/templates.html#additional-template-variables) * [指定默认参数](https://llm.datasette.io/en/stable/templates.html#specifying-default-parameters) * [配置代码提取](https://llm.datasette.io/en/stable/templates.html#configuring-code-extraction) * [为模板设置默认模型](https://llm.datasette.io/en/stable/templates.html#setting-a-default-model-for-a-template) * [来自插件的模板加载器](https://llm.datasette.io/en/stable/templates.html#template-loaders-from-plugins) * [片段](https://llm.datasette.io/en/stable/fragments.html) * [在提示词中使用片段](https://llm.datasette.io/en/stable/fragments.html#using-fragments-in-a-prompt) * [在聊天中使用片段](https://llm.datasette.io/en/stable/fragments.html#using-fragments-in-chat) * [浏览片段](https://llm.datasette.io/en/stable/fragments.html#browsing-fragments) * [为片段设置别名](https://llm.datasette.io/en/stable/fragments.html#setting-aliases-for-fragments) * [在日志中查看片段](https://llm.datasette.io/en/stable/fragments.html#viewing-fragments-in-your-logs) * [使用来自插件的片段](https://llm.datasette.io/en/stable/fragments.html#using-fragments-from-plugins) * [列出可用的片段前缀](https://llm.datasette.io/en/stable/fragments.html#listing-available-fragment-prefixes) * [模型别名](https://llm.datasette.io/en/stable/aliases.html) * [列出别名](https://llm.datasette.io/en/stable/aliases.html#listing-aliases) * [添加新别名](https://llm.datasette.io/en/stable/aliases.html#adding-a-new-alias) * [删除别名](https://llm.datasette.io/en/stable/aliases.html#removing-an-alias) * [查看别名文件](https://llm.datasette.io/en/stable/aliases.html#viewing-the-aliases-file) * [嵌入向量（Embeddings）](https://llm.datasette.io/en/stable/embeddings/index.html) * [使用 CLI 生成嵌入](https://llm.datasette.io/en/stable/embeddings/cli.html) * [llm embed](https://llm.datasette.io/en/stable/embeddings/cli.html#llm-embed) * [llm embed-multi](https://llm.datasette.io/en/stable/embeddings/cli.html#llm-embed-multi) * [llm similar](https://llm.datasette.io/en/stable/embeddings/cli.html#llm-similar) * [llm embed-models](https://llm.datasette.io/en/stable/embeddings/cli.html#llm-embed-models) * [llm collections list](https://llm.datasette.io/en/stable/embeddings/cli.html#llm-collections-list) * [llm collections delete](https://llm.datasette.io/en/stable/embeddings/cli.html#llm-collections-delete) * [从 Python 使用嵌入向量](https://llm.datasette.io/en/stable/embeddings/python-api.html) * [使用集合](https://llm.datasette.io/en/stable/embeddings/python-api.html#working-with-collections) * [检索相似项](https://llm.datasette.io/en/stable/embeddings/python-api.html#retrieving-similar-items) * [SQL 模式](https://llm.datasette.io/en/stable/embeddings/python-api.html#sql-schema) * [编写插件以添加新的嵌入模型](https://llm.datasette.io/en/stable/embeddings/writing-plugins.html) * [`EmbeddingModel`](https://llm.datasette.io/en/stable/embeddings/writing-plugins.html#llm.EmbeddingModel) * [嵌入二进制内容](https://llm.datasette.io/en/stable/embeddings/writing-plugins.html#embedding-binary-content) * [嵌入存储格式](https://llm.datasette.io/en/stable/embeddings/storage.html) * [插件](https://llm.datasette.io/en/stable/plugins/index.html) * [安装插件](https://llm.datasette.io/en/stable/plugins/installing-plugins.html) * [列出已安装的插件](https://llm.datasette.io/en/stable/plugins/installing-plugins.html#listing-installed-plugins) * [使用部分插件运行](https://llm.datasette.io/en/stable/plugins/installing-plugins.html#running-with-a-subset-of-plugins) * [插件目录](https://llm.datasette.io/en/stable/plugins/directory.html) * [本地模型](https://llm.datasette.io/en/stable/plugins/directory.html#local-models) * [远程 API](https://llm.datasette.io/en/stable/plugins/directory.html#remote-apis) * [工具](https://llm.datasette.io/en/stable/plugins/directory.html#tools) * [片段和模板加载器](https://llm.datasette.io/en/stable/plugins/directory.html#fragments-and-template-loaders) * [嵌入模型](https://llm.datasette.io/en/stable/plugins/directory.html#embedding-models) * [额外命令](https://llm.datasette.io/en/stable/plugins/directory.html#extra-commands) * [仅供娱乐](https://llm.datasette.io/en/stable/plugins/directory.html#just-for-fun) * [插件钩子](https://llm.datasette.io/en/stable/plugins/plugin-hooks.html) * [register_commands(cli)](https://llm.datasette.io/en/stable/plugins/plugin-hooks.html#register-commands-cli) * [register_models(register, model_aliases)](https://llm.datasette.io/en/stable/plugins/plugin-hooks.html#register-models-register-model-aliases) * [register_embedding_models(register)](https://llm.datasette.io/en/stable/plugins/plugin-hooks.html#register-embedding-models-register) * [register_tools(register)](https://llm.datasette.io/en/stable/plugins/plugin-hooks.html#register-tools-register) * [register_template_loaders(register)](https://llm.datasette.io/en/stable/plugins/plugin-hooks.html#register-template-loaders-register) * [register_fragment_loaders(register)](https://llm.datasette.io/en/stable/plugins/plugin-hooks.html#register-fragment-loaders-register) * [开发模型插件](https://llm.datasette.io/en/stable/plugins/tutorial-model-plugin.html) * [插件的初始结构](https://llm.datasette.io/en/stable/plugins/tutorial-model-plugin.html#the-initial-structure-of-the-plugin) * [安装你的插件进行试用](https://llm.datasette.io/en/stable/plugins/tutorial-model-plugin.html#installing-your-plugin-to-try-it-out) * [构建马尔可夫链](https://llm.datasette.io/en/stable/plugins/tutorial-model-plugin.html#building-the-markov-chain) * [执行马尔可夫链](https://llm.datasette.io/en/stable/plugins/tutorial-model-plugin.html#executing-the-markov-chain) * [将其添加到插件中](https://llm.datasette.io/en/stable/plugins/tutorial-model-plugin.html#adding-that-to-the-plugin) * [理解 execute()](https://llm.datasette.io/en/stable/plugins/tutorial-model-plugin.html#understanding-execute) * [提示词和响应会记录到数据库](https://llm.datasette.io/en/stable/plugins/tutorial-model-plugin.html#prompts-and-responses-are-logged-to-the-database) * [添加选项](https://llm.datasette.io/en/stable/plugins/tutorial-model-plugin.html#adding-options) * [分发你的插件](https://llm.datasette.io/en/stable/plugins/tutorial-model-plugin.html#distributing-your-plugin) * [GitHub 仓库](https://llm.datasette.io/en/stable/plugins/tutorial-model-plugin.html#github-repositories) * [将插件发布到 PyPI](https://llm.datasette.io/en/stable/plugins/tutorial-model-plugin.html#publishing-plugins-to-pypi) * [添加元数据](https://llm.datasette.io/en/stable/plugins/tutorial-model-plugin.html#adding-metadata) * [如果出现问题该怎么办](https://llm.datasette.io/en/stable/plugins/tutorial-model-plugin.html#what-to-do-if-it-breaks) * [高级模型插件](https://llm.datasette.io/en/stable/plugins/advanced-model-plugins.html) * [技巧：懒加载昂贵的依赖项](https://llm.datasette.io/en/stable/plugins/advanced-model-plugins.html#tip-lazily-load-expensive-dependencies) * [接受 API 密钥的模型](https://llm.datasette.io/en/stable/plugins/advanced-model-plugins.html#models-that-accept-api-keys) * [异步模型](https://llm.datasette.io/en/stable/plugins/advanced-model-plugins.html#async-models) * [支持模式](https://llm.datasette.io/en/stable/plugins/advanced-model-plugins.html#supporting-schemas) * [支持工具](https://llm.datasette.io/en/stable/plugins/advanced-model-plugins.html#supporting-tools) * [多模态模型的附件](https://llm.datasette.io/en/stable/plugins/advanced-model-plugins.html#attachments-for-multi-modal-models) * [结构化消息和流式事件](https://llm.datasette.io/en/stable/plugins/advanced-model-plugins.html#structured-messages-and-streaming-events) * [在 build_messages 中使用 prompt.messages](https://llm.datasette.io/en/stable/plugins/advanced-model-plugins.html#consuming-prompt-messages-in-build-messages) * [在后续请求中恢复不透明元数据](https://llm.datasette.io/en/stable/plugins/advanced-model-plugins.html#restoring-opaque-metadata-on-subsequent-requests) * [跟踪 token 使用量](https://llm.datasette.io/en/stable/plugins/advanced-model-plugins.html#tracking-token-usage) * [跟踪解析后的模型名称](https://llm.datasette.io/en/stable/plugins/advanced-model-plugins.html#tracking-resolved-model-names) * [LLM_RAISE_ERRORS](https://llm.datasette.io/en/stable/plugins/advanced-model-plugins.html#llm-raise-errors) * [插件的实用函数](https://llm.datasette.io/en/stable/plugins/plugin-utilities.html) * [llm.get_key()](https://llm.datasette.io/en/stable/plugins/plugin-utilities.html#llm-get-key) * [llm.user_dir()](https://llm.datasette.io/en/stable/plugins/plugin-utilities.html#llm-user-dir) * [llm.ModelError](https://llm.datasette.io/en/stable/plugins/plugin-utilities.html#llm-modelerror) * [Response.fake()](https://llm.datasette.io/en/stable/plugins/plugin-utilities.html#response-fake) * [Python API](https://llm.datasette.io/en/stable/python-api.html) * [基本提示词执行](https://llm.datasette.io/en/stable/python-api.html#basic-prompt-execution) * [系统提示词](https://llm.datasette.io/en/stable/python-api.html#system-prompts) * [附件](https://llm.datasette.io/en/stable/python-api.html#attachments) * [工具](https://llm.datasette.io/en/stable/python-api.html#tools) * [模式](https://llm.datasette.io/en/stable/python-api.html#schemas) * [片段](https://llm.datasette.io/en/stable/python-api.html#fragments) * [模型选项](https://llm.datasette.io/en/stable/python-api.html#model-options) * [传递 API 密钥](https://llm.datasette.io/en/stable/python-api.html#passing-an-api-key) * [来自插件的模型](https://llm.datasette.io/en/stable/python-api.html#models-from-plugins) * [访问底层 JSON](https://llm.datasette.io/en/stable/python-api.html#accessing-the-underlying-json) * [Token 使用量](https://llm.datasette.io/en/stable/python-api.html#token-usage) * [流式响应](https://llm.datasette.io/en/stable/python-api.html#streaming-responses) * [结构化消息和流式事件](https://llm.datasette.io/en/stable/python-api.html#structured-messages-and-streaming-events) * [异步模型](https://llm.datasette.io/en/stable/python-api.html#async-models) * [`AsyncResponse`](https://llm.datasette.io/en/stable/python-api.html#llm.AsyncResponse) * [工具函数可以是同步或异步的](https://llm.datasette.io/en/stable/python-api.html#tool-functions-can-be-sync-or-async) * [异步模型的工具使用](https://llm.datasette.io/en/stable/python-api.html#tool-use-for-async-models) * [对话](https://llm.datasette.io/en/stable/python-api.html#conversations) * [使用工具的对话](https://llm.datasette.io/en/stable/python-api.html#conversations-using-tools) * [列出模型](https://llm.datasette.io/en/stable/python-api.html#listing-models) * [在响应完成时运行代码](https://llm.datasette.io/en/stable/python-api.html#running-code-when-a-response-has-completed) * [其他函数](https://llm.datasette.io/en/stable/python-api.html#other-functions) * [set_alias(alias, model_id)](https://llm.datasette.io/en/stable/python-api.html#set-alias-alias-model-id) * [remove_alias(alias)](https://llm.datasette.io/en/stable/python-api.html#remove-alias-alias) * [set_default_model(alias)](https://llm.datasette.io/en/stable/python-api.html#set-default-model-alias) * [get_default_model()](https://llm.datasette.io/en/stable/python-api.html#get-default-model) * [set_default_embedding_model(alias) and get_default_embedding_model()](https://llm.datasette.io/en/stable/python-api.html#set-default-embedding-model-alias-and-get-default-embedding-model) * [记录到 SQLite](https://llm.datasette.io/en/stable/logging.html) * [查看日志](https://llm.datasette.io/en/stable/logging.html#viewing-the-logs) * [-s/–short 模式](https://llm.datasette.io/en/stable/logging.html#s-short-mode) * [对话日志](https://llm.datasette.io/en/stable/logging.html#logs-for-a-conversation) * [搜索日志](https://llm.datasette.io/en/stable/logging.html#searching-the-logs) * [按特定 ID 之后的记录过滤](https://llm.datasette.io/en/stable/logging.html#filtering-past-a-specific-id) * [按模型过滤](https://llm.datasette.io/en/stable/logging.html#filtering-by-model) * [按使用了特定片段的提示词过滤](https://llm.datasette.io/en/stable/logging.html#filtering-by-prompts-that-used-specific-fragments) * [按使用了特定工具的提示词过滤](https://llm.datasette.io/en/stable/logging.html#filtering-by-prompts-that-used-specific-tools) * [浏览使用模式收集的数据](https://llm.datasette.io/en/stable/logging.html#browsing-data-collected-using-schemas) * [使用 Datasette 浏览日志](https://llm.datasette.io/en/stable/logging.html#browsing-logs-using-datasette) * [备份数据库](https://llm.datasette.io/en/stable/logging.html#backing-up-your-database) * [SQL 模式](https://llm.datasette.io/en/stable/logging.html#sql-schema) * [相关工具](https://llm.datasette.io/en/stable/related-tools.html) * [strip-tags](https://llm.datasette.io/en/stable/related-tools.html#strip-tags) * [ttok](https://llm.datasette.io/en/stable/related-tools.html#ttok) * [Symbex](https://llm.datasette.io/en/stable/related-tools.html#symbex) * [CLI 参考](https://llm.datasette.io/en/stable/help.html) * [llm –help](https://llm.datasette.io/en/stable/help.html#llm-help) * [llm prompt –help](https://llm.datasette.io/en/stable/help.html#llm-prompt-help) * [llm chat –help](https://llm.datasette.io/en/stable/help.html#llm-chat-help) * [llm keys –help](https://llm.datasette.io/en/stable/help.html#llm-keys-help) * [llm logs –help](https://llm.datasette.io/en/stable/help.html#llm-logs-help) * [llm models –help](https://llm.datasette.io/en/stable/help.html#llm-models-help) * [llm templates –help](https://llm.datasette.io/en/stable/help.html#llm-templates-help) * [llm schemas –help](https://llm.datasette.io/en/stable/help.html#llm-schemas-help) * [llm tools –help](https://llm.datasette.io/en/stable/help.html#llm-tools-help) * [llm aliases –help](https://llm.datasette.io/en/stable/help.html#llm-aliases-help) * [llm fragments –help](https://llm.datasette.io/en/stable/help.html#llm-fragments-help) * [llm plugins –help](https://llm.datasette.io/en/stable/help.html#llm-plugins-help) * [llm install –help](https://llm.datasette.io/en/stable/help.html#llm-install-help) * [llm uninstall –help](https://llm.datasette.io/en/stable/help.html#llm-uninstall-help) * [llm embed –help](https://llm.datasette.io/en/stable/help.html#llm-embed-help) * [llm embed-multi –help](https://llm.datasette.io/en/stable/help.html#llm-embed-multi-help) * [llm similar –help](https://llm.datasette.io/en/stable/help.html#llm-similar-help) * [llm embed-models –help](https://llm.datasette.io/en/stable/help.html#llm-embed-models-help) * [llm collections –help](https://llm.datasette.io/en/stable/help.html#llm-collections-help) * [llm openai –help](https://llm.datasette.io/en/stable/help.html#llm-openai-help) * [贡献](https://llm.datasette.io/en/stable/contributing.html) * [更新已记录的 HTTP API 交互及相关快照](https://llm.datasette.io/en/stable/contributing.html#updating-recorded-http-api-interactions-and-associated-snapshots) * [调试技巧](https://llm.datasette.io/en/stable/contributing.html#debugging-tricks) * [文档](https://llm.datasette.io/en/stable/contributing.html#documentation) * [发布流程](https://llm.datasette.io/en/stable/contributing.html#release-process) * [更新日志](https://llm.datasette.io/en/stable/changelog.html)