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mcp-rag

By felixscherz·Visit Source
MCP-based RAG integration with Open-WebUI
April 18, 2025
22 days ago
1 Clicks

What is this MCP

This MCP (Model Context Protocol) implementation demonstrates how to connect a RAG (Retrieval-Augmented Generation) application to Open-WebUI using server-sent events (SSE) for communication between client and server.

How to use this MCP

  • Install with pip install mcp[cli]
  • Set up SSE server transport with correct endpoint routing (note trailing slashes)
  • Build a REPL client to interact with the server
  • Implement KnowledgeBase functionality for RAG context retrieval
  • What this MCP can be used for

    - Building AI assistants with RAG capabilities

    - Integrating custom knowledge bases with Open-WebUI

    - Experimenting with MCP protocol for AI tool communication

    - Implementing function calling/tool usage patterns

    Repository Info
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    Last Updated: 3 months ago