> ## Documentation Index
> Fetch the complete documentation index at: https://developer.box.com/llms.txt
> Use this file to discover all available pages before exploring further.

# AI integrations

export const SignupCTA = ({children}) => {
  return <div className="flex flex-wrap items-center gap-4 p-5 rounded-lg border border-gray-200 dark:border-gray-700 my-6" style={{
    background: "linear-gradient(135deg, rgba(0, 97, 213, 0.06), rgba(0, 97, 213, 0.02))"
  }}>
      <div className="flex-1 text-sm leading-relaxed text-gray-700 dark:text-gray-300" style={{
    minWidth: "280px"
  }}>
        {children}
      </div>
      <div className="flex flex-col items-center gap-2">
        <a href="https://account.box.com/signup/developer#ty9l3" className="signup-cta-button inline-flex items-center whitespace-nowrap px-5 py-2 text-sm font-semibold text-white no-underline">
          Get started for free
        </a>
        <a href="https://account.box.com/developers/console" className="signup-cta-login text-xs text-gray-500 dark:text-gray-400 no-underline whitespace-nowrap">
          Already have an account? Log in
        </a>
      </div>
    </div>;
};

Connect Box content to the AI tools and frameworks your team already uses.
Build retrieval-augmented generation pipelines, power vector search, feed
data into analytics, and extend AI agent capabilities.

<SignupCTA>
  A free developer account gives you access to the Box AI API and everything
  you need to build AI-powered workflows with these integrations.
</SignupCTA>

## Agent frameworks

Build AI agents that interact with Box content.

<CardGroup cols={2}>
  <Card title="Box AI Agents Toolkit" href="https://pypi.org/project/box-ai-agents-toolkit/" icon="toolbox">
    A Python library for building AI agents that interact with Box. Provides
    authentication, content interaction, and more.
  </Card>

  <Card title="Pydantic AI" href="https://github.com/box-community/box-mcp-pydantic-ai" icon="link">
    Build AI agents using the Pydantic AI framework with the Box MCP server.
  </Card>
</CardGroup>

## RAG frameworks

Include Box content in retrieval-augmented generation pipelines.

<CardGroup cols={2}>
  <Card title="LangChain" href="https://python.langchain.com/docs/integrations/providers/box/" icon="link">
    Include Box content in your AI
    workflows.
  </Card>

  <Card title="LangChain.js" href="https://www.npmjs.com/package/langchainjs-box" icon="link">
    Use the Box loader for LangChain.js in JavaScript-based AI workflows.
  </Card>

  <Card title="LlamaIndex" href="https://github.com/run-llama/llama_index/tree/main/llama-index-integrations/readers/llama-index-readers-box#readme" icon="link">
    Ingest Box content into LlamaIndex retrieval pipelines.
  </Card>
</CardGroup>

## Vector databases

Connect Box content to vector databases for semantic search and similarity
matching.

<CardGroup cols={2}>
  <Card title="Pinecone" href="/ai/vector-databases/pinecone" icon="database" arrow="true">
    Connect Box content to Pinecone for vector search workflows.
  </Card>

  <Card title="Weaviate" href="/ai/vector-databases/weaviate" icon="database" arrow="true">
    Build RAG workflows with Box content and the Weaviate vector database.
  </Card>
</CardGroup>

## Enterprise platforms

Connect Box to enterprise platforms for agent-based and data workflows.

<CardGroup cols={2}>
  <Card title="Box for Agentforce" href="/guides/tooling/salesforce-toolkit/box-agentforce-package/" icon="robot" arrow="true">
    Extend Box for Salesforce with reusable Agentforce actions that automate
    workflows and enhance agent-based processes.
  </Card>

  <Card title="Snowflake Openflow" href="https://docs.snowflake.com/en/user-guide/data-integration/openflow/connectors/box/setup" icon="link">
    Integrate Box with Snowflake using the Openflow Connector.
  </Card>

  <Card title="Airbyte" href="https://github.com/box-community/airbyte/blob/barduinor/source-box-devrel/docs/integrations/sources/box-data-extract.md" icon="link">
    Extract Box data using the Airbyte source connector for data pipelines.
  </Card>
</CardGroup>

## Learning resources

Tutorials and walkthroughs for building AI-powered workflows with Box.

<CardGroup cols={2}>
  <Card title="Build AI Apps with MCP Servers" href="https://www.deeplearning.ai/short-courses/build-ai-apps-with-mcp-server-working-with-box-files/" icon="graduation-cap">
    Online course from DeepLearning.AI on building AI applications with MCP
    servers and Box files.
  </Card>

  <Card title="Multi-agent workflows with OpenAI" href="https://medium.com/box-developer-blog/building-multi-agent-workflows-with-openais-new-sdk-and-box-3e3c81cf4715" icon="link">
    Build multi-agent workflows using the OpenAI SDK and Box.
  </Card>

  <Card title="LangChain MCP Adapters" href="https://medium.com/box-developer-blog/using-an-existing-mcp-server-with-langchain-mcp-adapters-94cdd4af6d1b" icon="link">
    Use the Box MCP server with LangChain MCP Adapters for agent
    orchestration.
  </Card>

  <Card title="Document generation with Box MCP" href="https://medium.com/box-developer-blog/building-ai-powered-document-generation-with-box-mcp-and-pydantic-ai-48775b18ae32" icon="link">
    Build AI-powered document generation with the Box MCP server and Pydantic
    AI.
  </Card>
</CardGroup>