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Rag Integration

Connects a Retrieval-Augmented Generation (RAG) application to Open-WebUI via the Model Context Protocol (MCP).

About

Rag Integration facilitates the integration of Retrieval-Augmented Generation (RAG) capabilities with Open-WebUI by leveraging the Model Context Protocol (MCP). This allows users to enhance Open-WebUI with knowledge base integration, enabling more informed and context-aware interactions. The tool provides a framework for implementing server and client components, enabling the retrieval and use of external knowledge to improve the quality of responses within Open-WebUI.

Key Features

  • Demonstrates function calling / tool usage
  • Provides MCP server and client implementation
  • Implements a basic Knowledge Base
  • Connects to Open-WebUI using MCP

Use Cases

  • Building knowledge-enhanced chatbots using Open-WebUI.
  • Creating REPL interfaces that interact with MCP servers for testing and development.
  • Integrating RAG pipelines with Open-WebUI for enhanced context retrieval.