> ## Documentation Index
> Fetch the complete documentation index at: https://cndoc-langchain.site/llms.txt
> Use this file to discover all available pages before exploring further.

# 工具集成

> 使用 LangChain Python 集成工具。

[工具](/oss/python/langchain/tools) 是设计为由模型调用的实用程序：其输入设计为由模型生成，其输出设计为传递回模型。

工具包是一组旨在一起使用的工具集合。

## 搜索

下表展示了以某种形式执行在线搜索的工具：

| 工具/工具包                                                            | 免费/付费                  | 返回数据                   |
| ----------------------------------------------------------------- | ---------------------- | ---------------------- |
| [必应搜索](/oss/python/integrations/tools/bing_search)                | 付费                     | URL、摘要、标题              |
| [Brave 搜索](/oss/python/integrations/tools/brave_search)           | 免费                     | URL、摘要、标题              |
| [cloro](/oss/python/integrations/tools/cloro)                     | 付费                     | URL、摘要、标题、答案           |
| [DuckDuckgoSearch](/oss/python/integrations/tools/ddg)            | 免费                     | URL、摘要、标题              |
| [Exa 搜索](/oss/python/integrations/tools/exa_search)               | 每月 1000 次免费搜索          | URL、作者、标题、发布日期         |
| [谷歌搜索](/oss/python/integrations/tools/google_search)              | 付费                     | URL、摘要、标题              |
| [Google Serper](/oss/python/integrations/tools/google_serper)     | 免费                     | URL、摘要、标题、搜索排名、站点链接    |
| [Jina 搜索](/oss/python/integrations/tools/jina_search)             | 100 万响应令牌免费            | URL、摘要、标题、页面内容         |
| [Linkup 搜索](/oss/python/integrations/tools/linkup_search)         | 每月 2000 次免费搜索          | URL、内容、来源              |
| [Mojeek 搜索](/oss/python/integrations/tools/mojeek_search)         | 付费                     | URL、摘要、标题              |
| [Nia 工具包](/oss/python/integrations/tools/nia)                     | 提供免费层                  | 代码、文档、元数据、来源           |
| [Nimble 搜索](/oss/python/integrations/tools/nimble_search)         | 提供免费试用                 | URL、内容、标题              |
| [Parallel 搜索](/oss/python/integrations/tools/parallel_search)     | 付费                     | URL、标题、摘录              |
| [Perplexity 搜索](/oss/python/integrations/tools/perplexity_search) | 付费（含每月免费层）             | URL、标题、摘要、日期、最后更新时间    |
| [SearchApi](/oss/python/integrations/tools/searchapi)             | 注册时 100 次免费搜索          | URL、摘要、标题、搜索排名、站点链接、作者 |
| [SearxNG 搜索](/oss/python/integrations/tools/searx_search)         | 免费                     | URL、摘要、标题、类别           |
| [SerpApi](/oss/python/integrations/tools/serpapi)                 | 每月 250 次免费搜索           | 答案                     |
| [Tavily 搜索](/oss/python/integrations/tools/tavily_search)         | 每月 1000 次免费搜索          | URL、内容、标题、图片、答案        |
| [Apify](/oss/python/integrations/tools/apify_actors)              | 免费层，按使用量付费（因 Actor 而异） | Actor 输出（因 Actor 而异）   |
| [You.com 搜索](/oss/python/integrations/tools/you)                  | 60 天免费                 | URL、标题、页面内容            |

## 代码解释器

下表展示了可用作代码解释器的工具：

| 工具/工具包                                                                                              | 支持的语言                        | 沙箱生命周期       | 支持文件上传 | 返回类型     | 支持自托管 |
| --------------------------------------------------------------------------------------------------- | ---------------------------- | ------------ | ------ | -------- | ----- |
| [Amazon Bedrock AgentCore 代码解释器](/oss/python/integrations/tools/bedrock_agentcore_code_interpreter) | Python、JavaScript、TypeScript | 可配置（最长 8 小时） | ✅      | 文本、图片、文件 | ❌     |
| [Azure Container Apps 动态会话](/oss/python/integrations/tools/azure_dynamic_sessions)                  | Python                       | 1 小时         | ✅      | 文本、图片    | ❌     |
| [Bearly 代码解释器](/oss/python/integrations/tools/bearly)                                               | Python                       | 执行时重置        | ✅      | 文本       | ❌     |
| [Riza 代码解释器](/oss/python/integrations/tools/riza)                                                   | Python、JavaScript、PHP、Ruby   | 执行时重置        | ✅      | 文本       | ✅     |

## 生产力

下表展示了可用于自动化生产力工具中任务的工具：

| 工具/工具包                                                      | 定价                                                                                 |
| ----------------------------------------------------------- | ---------------------------------------------------------------------------------- |
| [GitHub 工具包](/oss/python/integrations/tools/github)         | 免费                                                                                 |
| [GitLab 工具包](/oss/python/integrations/tools/gitlab)         | 个人项目免费                                                                             |
| [Gmail 工具包](/oss/python/integrations/tools/google_gmail)    | 免费，每用户每秒 250 配额单位限制                                                                |
| [Infobip 工具](/oss/python/integrations/tools/infobip)        | 免费试用，之后按可变价格计费                                                                     |
| [Jira 工具包](/oss/python/integrations/tools/jira)             | 免费，有[速率限制](https://developer.atlassian.com/cloud/jira/platform/rate-limiting/)     |
| [Office365 工具包](/oss/python/integrations/tools/office365)   | 随 Office365 免费，包含[速率限制](https://learn.microsoft.com/en-us/graph/throttling-limits) |
| [Slack 工具包](/oss/python/integrations/tools/slack)           | 免费                                                                                 |
| [AgentPhone 工具包](/oss/python/integrations/tools/agentphone) | 提供免费层，之后[按使用量付费](https://agentphone.to)                                            |
| [Twilio 工具](/oss/python/integrations/tools/twilio)          | 免费试用，之后[按使用量付费](https://www.twilio.com/en-us/pricing)                              |

## 网页浏览

下表展示了可用于自动化网页浏览器中任务的工具：

| 工具/工具包                                                                                   | 定价                   | 支持与浏览器交互 |
| ---------------------------------------------------------------------------------------- | -------------------- | -------- |
| [AgentQL 工具包](/oss/python/integrations/tools/agentql)                                    | 免费试用，之后按使用量付费和固定费率计划 | ✅        |
| [Amazon Bedrock AgentCore 浏览器](/oss/python/integrations/tools/bedrock_agentcore_browser) | 按使用量付费 (AWS)         | ✅        |
| [Hyperbrowser 浏览器代理工具](/oss/python/integrations/tools/hyperbrowser_browser_agent_tools)  | 免费试用，之后固定费率计划和预付信用额度 | ✅        |
| [Hyperbrowser 网页抓取工具](/oss/python/integrations/tools/hyperbrowser_web_scraping_tools)    | 免费试用，之后固定费率计划和预付信用额度 | ❌        |
| [MultiOn 工具包](/oss/python/integrations/tools/multion)                                    | 每天 40 次免费请求          | ✅        |
| [Nimble Extract](/oss/python/integrations/tools/nimble_extract)                          | 提供免费试用               | ❌        |
| [Oxylabs 网页抓取 API](/oss/python/integrations/tools/oxylabs)                               | 免费试用，之后固定费率计划和预付信用额度 | ❌        |
| [PlayWright 浏览器工具包](/oss/python/integrations/tools/playwright)                           | 免费                   | ✅        |
| [Requests 工具包](/oss/python/integrations/tools/requests)                                  | 免费                   | ❌        |

## 数据库

下表展示了可用于自动化数据库中任务的工具：

| 工具/工具包                                                                | 允许的操作               |
| --------------------------------------------------------------------- | ------------------- |
| [Cassandra 数据库工具包](/oss/python/integrations/tools/cassandra_database) | SELECT 和模式自省        |
| [MCP 工具箱](/oss/python/integrations/tools/mcp_toolbox)                 | 任何 SQL 操作           |
| [SQLDatabase 工具包](/oss/python/integrations/tools/sql_database)        | 任何 SQL 操作           |
| [Spark SQL 工具包](/oss/python/integrations/tools/spark_sql)             | 任何 SQL 操作           |
| [Drasi 工具包](/oss/python/integrations/tools/drasi)                     | 实时数据库变更检测           |
| [Stardog](/oss/python/integrations/tools/stardog)                     | SPARQL SELECT 和模式自省 |

## 金融

下表展示了可用于执行金融交易（如支付、购买等）的工具：

| 工具/工具包                                                | 定价 | 功能                            |
| ----------------------------------------------------- | -- | ----------------------------- |
| [Ampersend](/oss/python/integrations/tools/ampersend) | 付费 | 支付并使用远程 AI 代理服务，自动处理 x402 支付。 |
| [GOAT](/oss/python/integrations/tools/goat)           | 免费 | 创建和接收付款、购买实物商品、进行投资等。         |
| [Privy](/oss/python/integrations/tools/privy)         | 免费 | 创建具有可配置权限的钱包并快速执行交易。          |

## 集成平台

以下平台通过统一接口提供对多个工具和服务的访问：

| 工具/工具包                                              | 集成数量 | 定价    | 主要功能                   |
| --------------------------------------------------- | ---- | ----- | ---------------------- |
| [Composio](/oss/python/integrations/tools/composio) | 500+ | 提供免费层 | OAuth 处理、事件驱动工作流、多用户支持 |

## 所有工具和工具包

<Columns cols={3}>
  <Card title="ADS4GPTs" icon="link" href="/oss/python/integrations/tools/ads4gpts" arrow="true" cta="查看指南" />

  <Card title="AgentPhone 工具包" icon="link" href="/oss/python/integrations/tools/agentphone" arrow="true" cta="查看指南" />

  <Card title="AgentQL" icon="link" href="/oss/python/integrations/tools/agentql" arrow="true" cta="查看指南" />

  <Card title="AINetwork 工具包" icon="link" href="/oss/python/integrations/tools/ainetwork" arrow="true" cta="查看指南" />

  <Card title="Alpha Vantage" icon="link" href="/oss/python/integrations/tools/alpha_vantage" arrow="true" cta="查看指南" />

  <Card title="Ampersend" icon="link" href="/oss/python/integrations/tools/ampersend" arrow="true" cta="查看指南" />

  <Card title="Amadeus 工具包" icon="link" href="/oss/python/integrations/tools/amadeus" arrow="true" cta="查看指南" />

  <Card title="Amazon Bedrock AgentCore 浏览器" icon="link" href="/oss/python/integrations/tools/bedrock_agentcore_browser" arrow="true" cta="查看指南" />

  <Card title="Amazon Bedrock AgentCore 代码解释器" icon="link" href="/oss/python/integrations/tools/bedrock_agentcore_code_interpreter" arrow="true" cta="查看指南" />

  <Card title="Anchor Browser" icon="link" href="/oss/python/integrations/tools/anchor_browser" arrow="true" cta="查看指南" />

  <Card title="Apify" icon="link" href="/oss/python/integrations/tools/apify_actors" arrow="true" cta="查看指南" />

  <Card title="ArXiv" icon="link" href="/oss/python/integrations/tools/arxiv" arrow="true" cta="查看指南" />

  <Card title="AskNews" icon="link" href="/oss/python/integrations/tools/asknews" arrow="true" cta="查看指南" />

  <Card title="AWS Lambda" icon="link" href="/oss/python/integrations/tools/awslambda" arrow="true" cta="查看指南" />

  <Card title="Azure AI 服务工具包" icon="link" href="/oss/python/integrations/tools/azure_ai_services" arrow="true" cta="查看指南" />

  <Card title="Azure 认知服务工具包" icon="link" href="/oss/python/integrations/tools/azure_cognitive_services" arrow="true" cta="查看指南" />

  <Card title="Azure Container Apps 动态会话" icon="link" href="/oss/python/integrations/tools/azure_dynamic_sessions" arrow="true" cta="查看指南" />

  <Card title="Shell (bash)" icon="link" href="/oss/python/integrations/tools/bash" arrow="true" cta="查看指南" />

  <Card title="Bearly 代码解释器" icon="link" href="/oss/python/integrations/tools/bearly" arrow="true" cta="查看指南" />

  <Card title="必应搜索" icon="link" href="/oss/python/integrations/tools/bing_search" arrow="true" cta="查看指南" />

  <Card title="Bodo DataFrames" icon="link" href="/oss/python/integrations/tools/bodo" arrow="true" cta="查看指南" />

  <Card title="cloro" icon="link" href="/oss/python/integrations/tools/cloro" arrow="true" cta="查看指南" />

  <Card title="Brave 搜索" icon="link" href="/oss/python/integrations/tools/brave_search" arrow="true" cta="查看指南" />

  <Card title="BrightData 网页抓取 API" icon="link" href="/oss/python/integrations/tools/brightdata-webscraperapi" arrow="true" cta="查看指南" />

  <Card title="BrightData SERP" icon="link" href="/oss/python/integrations/tools/brightdata_serp" arrow="true" cta="查看指南" />

  <Card title="BrightData Unlocker" icon="link" href="/oss/python/integrations/tools/brightdata_unlocker" arrow="true" cta="查看指南" />

  <Card title="CAMB AI" icon="link" href="/oss/python/integrations/tools/camb" arrow="true" cta="查看指南" />

  <Card title="Cassandra 数据库工具包" icon="link" href="/oss/python/integrations/tools/cassandra_database" arrow="true" cta="查看指南" />

  <Card title="CDP" icon="link" href="/oss/python/integrations/tools/cdp_agentkit" arrow="true" cta="查看指南" />

  <Card title="ChatGPT 插件" icon="link" href="/oss/python/integrations/tools/chatgpt_plugins" arrow="true" cta="查看指南" />

  <Card title="ClickUp 工具包" icon="link" href="/oss/python/integrations/tools/clickup" arrow="true" cta="查看指南" />

  <Card title="Cogniswitch 工具包" icon="link" href="/oss/python/integrations/tools/cogniswitch" arrow="true" cta="查看指南" />

  <Card title="Compass DeFi 工具包" icon="link" href="/oss/python/integrations/tools/compass" arrow="true" cta="查看指南" />

  <Card title="Composio" icon="link" href="/oss/python/integrations/tools/composio" arrow="true" cta="查看指南" />

  <Card title="Connery 工具包" icon="link" href="/oss/python/integrations/tools/connery" arrow="true" cta="查看指南" />

  <Card title="Dall-E 图像生成器" icon="link" href="/oss/python/integrations/tools/dalle_image_generator" arrow="true" cta="查看指南" />

  <Card title="Dappier" icon="link" href="/oss/python/integrations/tools/dappier" arrow="true" cta="查看指南" />

  <Card title="Databricks Unity Catalog" icon="link" href="/oss/python/integrations/tools/databricks" arrow="true" cta="查看指南" />

  <Card title="DataForSEO" icon="link" href="/oss/python/integrations/tools/dataforseo" arrow="true" cta="查看指南" />

  <Card title="Dataherald" icon="link" href="/oss/python/integrations/tools/dataherald" arrow="true" cta="查看指南" />

  <Card title="Daytona 数据分析" icon="link" href="/oss/python/integrations/tools/daytona_data_analysis" arrow="true" cta="查看指南" />

  <Card title="DuckDuckGo 搜索" icon="link" href="/oss/python/integrations/tools/ddg" arrow="true" cta="查看指南" />

  <Card title="Discord" icon="link" href="/oss/python/integrations/tools/discord" arrow="true" cta="查看指南" />

  <Card title="Drasi" icon="link" href="/oss/python/integrations/tools/drasi" arrow="true" cta="查看指南" />

  <Card title="E2B 数据分析" icon="link" href="/oss/python/integrations/tools/e2b_data_analysis" arrow="true" cta="查看指南" />

  <Card title="Eden AI" icon="link" href="/oss/python/integrations/tools/edenai_tools" arrow="true" cta="查看指南" />

  <Card title="ElevenLabs Text2Speech" icon="link" href="/oss/python/integrations/tools/eleven_labs_tts" arrow="true" cta="查看指南" />

  <Card title="Exa 搜索" icon="link" href="/oss/python/integrations/tools/exa_search" arrow="true" cta="查看指南" />

  <Card title="文件系统" icon="link" href="/oss/python/integrations/tools/filesystem" arrow="true" cta="查看指南" />

  <Card title="金融数据集工具包" icon="link" href="/oss/python/integrations/tools/financial_datasets" arrow="true" cta="查看指南" />

  <Card title="FMP 数据" icon="link" href="/oss/python/integrations/tools/fmp-data" arrow="true" cta="查看指南" />

  <Card title="GitHub 工具包" icon="link" href="/oss/python/integrations/tools/github" arrow="true" cta="查看指南" />

  <Card title="GitLab 工具包" icon="link" href="/oss/python/integrations/tools/gitlab" arrow="true" cta="查看指南" />

  <Card title="Gmail 工具包" icon="link" href="/oss/python/integrations/tools/google_gmail" arrow="true" cta="查看指南" />

  <Card title="GOAT" icon="link" href="/oss/python/integrations/tools/goat" arrow="true" cta="查看指南" />

  <Card title="Privy" icon="link" href="/oss/python/integrations/tools/privy" arrow="true" cta="查看指南" />

  <Card title="Golden Query" icon="link" href="/oss/python/integrations/tools/golden_query" arrow="true" cta="查看指南" />

  <Card title="Google Books" icon="link" href="/oss/python/integrations/tools/google_books" arrow="true" cta="查看指南" />

  <Card title="Google 日历工具包" icon="link" href="/oss/python/integrations/tools/google_calendar" arrow="true" cta="查看指南" />

  <Card title="Google Cloud Text-to-Speech" icon="link" href="/oss/python/integrations/tools/google_cloud_texttospeech" arrow="true" cta="查看指南" />

  <Card title="Google Drive" icon="link" href="/oss/python/integrations/tools/google_drive" arrow="true" cta="查看指南" />

  <Card title="Google Finance" icon="link" href="/oss/python/integrations/tools/google_finance" arrow="true" cta="查看指南" />

  <Card title="Google Imagen" icon="link" href="/oss/python/integrations/tools/google_imagen" arrow="true" cta="查看指南" />

  <Card title="Google Jobs" icon="link" href="/oss/python/integrations/tools/google_jobs" arrow="true" cta="查看指南" />

  <Card title="Google Lens" icon="link" href="/oss/python/integrations/tools/google_lens" arrow="true" cta="查看指南" />

  <Card title="Google Places" icon="link" href="/oss/python/integrations/tools/google_places" arrow="true" cta="查看指南" />

  <Card title="Google Scholar" icon="link" href="/oss/python/integrations/tools/google_scholar" arrow="true" cta="查看指南" />

  <Card title="谷歌搜索" icon="link" href="/oss/python/integrations/tools/google_search" arrow="true" cta="查看指南" />

  <Card title="Google Serper" icon="link" href="/oss/python/integrations/tools/google_serper" arrow="true" cta="查看指南" />

  <Card title="Google Trends" icon="link" href="/oss/python/integrations/tools/google_trends" arrow="true" cta="查看指南" />

  <Card title="Gradio" icon="link" href="/oss/python/integrations/tools/gradio_tools" arrow="true" cta="查看指南" />

  <Card title="GraphQL" icon="link" href="/oss/python/integrations/tools/graphql" arrow="true" cta="查看指南" />

  <Card title="HuggingFace Hub 工具" icon="link" href="/oss/python/integrations/tools/huggingface_tools" arrow="true" cta="查看指南" />

  <Card title="Human as a Tool" icon="link" href="/oss/python/integrations/tools/human_tools" arrow="true" cta="查看指南" />

  <Card title="Hyperbrowser 浏览器代理工具" icon="link" href="/oss/python/integrations/tools/hyperbrowser_browser_agent_tools" arrow="true" cta="查看指南" />

  <Card title="Hyperbrowser 网页抓取工具" icon="link" href="/oss/python/integrations/tools/hyperbrowser_web_scraping_tools" arrow="true" cta="查看指南" />

  <Card title="IBM watsonx.ai" icon="link" href="/oss/python/integrations/tools/ibm_watsonx" arrow="true" cta="查看指南" />

  <Card title="IBM watsonx.ai (SQL)" icon="link" href="/oss/python/integrations/tools/ibm_watsonx_sql" arrow="true" cta="查看指南" />

  <Card title="IFTTT WebHooks" icon="link" href="/oss/python/integrations/tools/ifttt" arrow="true" cta="查看指南" />

  <Card title="Infobip" icon="link" href="/oss/python/integrations/tools/infobip" arrow="true" cta="查看指南" />

  <Card title="Ionic 购物工具" icon="link" href="/oss/python/integrations/tools/ionic_shopping" arrow="true" cta="查看指南" />

  <Card title="Jenkins" icon="link" href="/oss/python/integrations/tools/jenkins" arrow="true" cta="查看指南" />

  <Card title="Jina 搜索" icon="link" href="/oss/python/integrations/tools/jina_search" arrow="true" cta="查看指南" />

  <Card title="Jira 工具包" icon="link" href="/oss/python/integrations/tools/jira" arrow="true" cta="查看指南" />

  <Card title="JSON 工具包" icon="link" href="/oss/python/integrations/tools/json" arrow="true" cta="查看指南" />

  <Card title="Lemon Agent" icon="link" href="/oss/python/integrations/tools/lemonai" arrow="true" cta="查看指南" />

  <Card title="Linkup 搜索工具" icon="link" href="/oss/python/integrations/tools/linkup_search" arrow="true" cta="查看指南" />

  <Card title="Memgraph" icon="link" href="/oss/python/integrations/tools/memgraph" arrow="true" cta="查看指南" />

  <Card title="Memorize" icon="link" href="/oss/python/integrations/tools/memorize" arrow="true" cta="查看指南" />

  <Card title="Mojeek 搜索" icon="link" href="/oss/python/integrations/tools/mojeek_search" arrow="true" cta="查看指南" />

  <Card title="MultiOn 工具包" icon="link" href="/oss/python/integrations/tools/multion" arrow="true" cta="查看指南" />

  <Card title="NASA 工具包" icon="link" href="/oss/python/integrations/tools/nasa" arrow="true" cta="查看指南" />

  <Card title="Naver 搜索" icon="link" href="/oss/python/integrations/tools/naver_search" arrow="true" cta="查看指南" />

  <Card title="Nia 工具包" icon="link" href="/oss/python/integrations/tools/nia" arrow="true" cta="查看指南" />

  <Card title="Nuclia Understanding" icon="link" href="/oss/python/integrations/tools/nuclia" arrow="true" cta="查看指南" />

  <Card title="Nimble Extract" icon="link" href="/oss/python/integrations/tools/nimble_extract" arrow="true" cta="查看指南" />

  <Card title="Nimble 搜索" icon="link" href="/oss/python/integrations/tools/nimble_search" arrow="true" cta="查看指南" />

  <Card title="NVIDIA Riva" icon="link" href="/oss/python/integrations/tools/nvidia_riva" arrow="true" cta="查看指南" />

  <Card title="Office365 工具包" icon="link" href="/oss/python/integrations/tools/office365" arrow="true" cta="查看指南" />

  <Card title="OpenAPI 工具包" icon="link" href="/oss/python/integrations/tools/openapi" arrow="true" cta="查看指南" />

  <Card title="自然语言 API 工具包" icon="link" href="/oss/python/integrations/tools/openapi_nla" arrow="true" cta="查看指南" />

  <Card title="OpenGradient" icon="link" href="/oss/python/integrations/tools/opengradient_toolkit" arrow="true" cta="查看指南" />

  <Card title="OpenWeatherMap" icon="link" href="/oss/python/integrations/tools/openweathermap" arrow="true" cta="查看指南" />

  <Card title="Oracle AI Database" icon="link" href="/oss/python/integrations/tools/oracleai" arrow="true" cta="查看指南" />

  <Card title="Oxylabs" icon="link" href="/oss/python/integrations/tools/oxylabs" arrow="true" cta="查看指南" />

  <Card title="Pandas Dataframe" icon="link" href="/oss/python/integrations/tools/pandas" arrow="true" cta="查看指南" />

  <Card title="Passio NutritionAI" icon="link" href="/oss/python/integrations/tools/passio_nutrition_ai" arrow="true" cta="查看指南" />

  <Card title="Parallel Extract" icon="link" href="/oss/python/integrations/tools/parallel_extract" arrow="true" cta="查看指南" />

  <Card title="Parallel FindAll" icon="link" href="/oss/python/integrations/tools/parallel_findall" arrow="true" cta="查看指南" />

  <Card title="Parallel Monitor" icon="link" href="/oss/python/integrations/tools/parallel_monitor" arrow="true" cta="查看指南" />

  <Card title="Parallel 搜索" icon="link" href="/oss/python/integrations/tools/parallel_search" arrow="true" cta="查看指南" />

  <Card title="Parallel Task API" icon="link" href="/oss/python/integrations/tools/parallel_task" arrow="true" cta="查看指南" />

  <Card title="Permit" icon="link" href="/oss/python/integrations/tools/permit" arrow="true" cta="查看指南" />

  <Card title="PlayWright 浏览器工具包" icon="link" href="/oss/python/integrations/tools/playwright" arrow="true" cta="查看指南" />

  <Card title="Polygon IO 工具包" icon="link" href="/oss/python/integrations/tools/polygon" arrow="true" cta="查看指南" />

  <Card title="PowerBI 工具包" icon="link" href="/oss/python/integrations/tools/powerbi" arrow="true" cta="查看指南" />

  <Card title="Prolog" icon="link" href="/oss/python/integrations/tools/prolog_tool" arrow="true" cta="查看指南" />

  <Card title="PubMed" icon="link" href="/oss/python/integrations/tools/pubmed" arrow="true" cta="查看指南" />

  <Card title="Python REPL" icon="link" href="/oss/python/integrations/tools/python" arrow="true" cta="查看指南" />

  <Card title="Reddit 搜索" icon="link" href="/oss/python/integrations/tools/reddit_search" arrow="true" cta="查看指南" />

  <Card title="Requests 工具包" icon="link" href="/oss/python/integrations/tools/requests" arrow="true" cta="查看指南" />

  <Card title="Riza 代码解释器" icon="link" href="/oss/python/integrations/tools/riza" arrow="true" cta="查看指南" />

  <Card title="Robocorp 工具包" icon="link" href="/oss/python/integrations/tools/robocorp" arrow="true" cta="查看指南" />

  <Card title="Salesforce" icon="link" href="/oss/python/integrations/tools/salesforce" arrow="true" cta="查看指南" />

  <Card title="SceneXplain" icon="link" href="/oss/python/integrations/tools/sceneXplain" arrow="true" cta="查看指南" />

  <Card title="ScrapeGraph" icon="link" href="/oss/python/integrations/tools/scrapegraph" arrow="true" cta="查看指南" />

  <Card title="Scrapeless Crawl" icon="link" href="/oss/python/integrations/tools/scrapeless_crawl" arrow="true" cta="查看指南" />

  <Card title="Scrapeless 抓取 API" icon="link" href="/oss/python/integrations/tools/scrapeless_scraping_api" arrow="true" cta="查看指南" />

  <Card title="Scrapeless 通用抓取" icon="link" href="/oss/python/integrations/tools/scrapeless_universal_scraping" arrow="true" cta="查看指南" />

  <Card title="SearchApi" icon="link" href="/oss/python/integrations/tools/searchapi" arrow="true" cta="查看指南" />

  <Card title="SearxNG 搜索" icon="link" href="/oss/python/integrations/tools/searx_search" arrow="true" cta="查看指南" />

  <Card title="Semantic Scholar API" icon="link" href="/oss/python/integrations/tools/semanticscholar" arrow="true" cta="查看指南" />

  <Card title="SerpApi" icon="link" href="/oss/python/integrations/tools/serpapi" arrow="true" cta="查看指南" />

  <Card title="Slack 工具包" icon="link" href="/oss/python/integrations/tools/slack" arrow="true" cta="查看指南" />

  <Card title="SpiceDB" icon="link" href="/oss/python/integrations/tools/spicedb" arrow="true" cta="查看指南" />

  <Card title="Spark SQL 工具包" icon="link" href="/oss/python/integrations/tools/spark_sql" arrow="true" cta="查看指南" />

  <Card title="SQLDatabase 工具包" icon="link" href="/oss/python/integrations/tools/sql_database" arrow="true" cta="查看指南" />

  <Card title="StackExchange" icon="link" href="/oss/python/integrations/tools/stackexchange" arrow="true" cta="查看指南" />

  <Card title="Stardog" icon="link" href="/oss/python/integrations/tools/stardog" arrow="true" cta="查看指南" />

  <Card title="Steam 工具包" icon="link" href="/oss/python/integrations/tools/steam" arrow="true" cta="查看指南" />

  <Card title="Stripe" icon="link" href="/oss/python/integrations/tools/stripe" arrow="true" cta="查看指南" />

  <Card title="Tableau" icon="link" href="/oss/python/integrations/tools/tableau" arrow="true" cta="查看指南" />

  <Card title="Taiga" icon="link" href="/oss/python/integrations/tools/taiga" arrow="true" cta="查看指南" />

  <Card title="Tavily Extract" icon="link" href="/oss/python/integrations/tools/tavily_extract" arrow="true" cta="查看指南" />

  <Card title="Tavily 搜索" icon="link" href="/oss/python/integrations/tools/tavily_search" arrow="true" cta="查看指南" />

  <Card title="Tilores" icon="link" href="/oss/python/integrations/tools/tilores" arrow="true" cta="查看指南" />

  <Card title="MCP 工具箱" icon="link" href="/oss/python/integrations/tools/mcp_toolbox" arrow="true" cta="查看指南" />

  <Card title="Twilio" icon="link" href="/oss/python/integrations/tools/twilio" arrow="true" cta="查看指南" />

  <Card title="Upstage" icon="link" href="/oss/python/integrations/tools/upstage_groundedness_check" arrow="true" cta="查看指南" />

  <Card title="Valthera" icon="link" href="/oss/python/integrations/tools/valthera" arrow="true" cta="查看指南" />

  <Card title="ValyuContext" icon="link" href="/oss/python/integrations/tools/valyu_search" arrow="true" cta="查看指南" />

  <Card title="Vectara" icon="link" href="/oss/python/integrations/tools/vectara" arrow="true" cta="查看指南" />

  <Card title="Wikidata" icon="link" href="/oss/python/integrations/tools/wikidata" arrow="true" cta="查看指南" />

  <Card title="Wikipedia" icon="link" href="/oss/python/integrations/tools/wikipedia" arrow="true" cta="查看指南" />

  <Card title="Wolfram Alpha" icon="link" href="/oss/python/integrations/tools/wolfram_alpha" arrow="true" cta="查看指南" />

  <Card title="WRITER 工具" icon="link" href="/oss/python/integrations/tools/writer" arrow="true" cta="查看指南" />

  <Card title="Yahoo Finance News" icon="link" href="/oss/python/integrations/tools/yahoo_finance_news" arrow="true" cta="查看指南" />

  <Card title="You.com 搜索" icon="link" href="/oss/python/integrations/tools/you" arrow="true" cta="查看指南" />

  <Card title="YouTube" icon="link" href="/oss/python/integrations/tools/youtube" arrow="true" cta="查看指南" />

  <Card title="Zapier 自然语言操作" icon="link" href="/oss/python/integrations/tools/zapier" arrow="true" cta="查看指南" />

  <Card title="ZenGuard AI" icon="link" href="/oss/python/integrations/tools/zenguard" arrow="true" cta="查看指南" />
</Columns>

<Info>
  如果您想贡献一个集成，请参阅[贡献集成](/oss/python/contributing#add-a-new-integration)。
</Info>

***

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