Rag Integration
Createdfelixscherz
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.