RAG Application

what is MCP-RAG?

MCP-RAG is a demo application showcasing Retrieval-Augmented Generation (RAG) with integration to the MCP server, designed to enhance document retrieval and context-aware prompt generation.

how to use MCP-RAG?

To use MCP-RAG, connect to the MCP server using Claude Desktop, Cursor, or your preferred IDE, and utilize the process_query tool to ask questions about the company.

key features of MCP-RAG?

• Integration with MCP server for enhanced functionality
• Document retrieval using vector search with ChromaDB
• Context-aware prompt generation for improved responses
• Integration with LLM APIs for advanced language processing

use cases of MCP-RAG?

1. Retrieving relevant documents based on user queries.
2. Generating context-aware prompts for better interaction with LLMs.
3. Enhancing data retrieval processes in research and data analysis.

FAQ from MCP-RAG?

• What is the purpose of MCP-RAG?

MCP-RAG is designed to demonstrate the capabilities of RAG in conjunction with the MCP server for efficient document retrieval and prompt generation.

• How do I install MCP-RAG?

You can install MCP-RAG by running pip install -r requirements.txt in your terminal.

• Is there a license for MCP-RAG?

Yes, MCP-RAG is licensed under the MIT License.