> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.vellum.ai/product/documents/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.vellum.ai/_mcp/server.

# Documents

## Docs

- [Easy Guide to Uploading Documents on Vellum AI](https://docs.vellum.ai/product/documents/uploading-documents.md): Learn how to upload and manage documents on Vellum AI for efficient document indexing and searching. Supports multiple file types.
- [Easily integrate with Velum’s Search API](https://docs.vellum.ai/product/documents/api-integration.md): Learn to integrate search results in your queries with our easy 3-step process, including API calls and formatting tips.
- [Improve Retrieval Results with Metadata Filtering](https://docs.vellum.ai/product/documents/metadata-filtering.md): Learn how to refine searches using metadata filtering for precise document retrieval. Perfect for targeted searches.