RAG MCP Integration

Example Use Cases

• 1

  Retrieve relevant documents using vector search.

• 2

  Generate context-aware prompts for LLM queries.

• 3

  Integration with MCP server and LLM APIs for enhanced query processing.

Description

This MCP server application integrates with the MCP platform to provide a Retrieval-Augmented Generation (RAG) demo. It features document retrieval using vector search with ChromaDB, context-aware prompt generation, and integration with large language model APIs. The tool enables users to query company-related documents effectively by leveraging advanced retrieval and generation techniques.