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A FastMCP-based RAG server for dynamic document ingestion

Project description

RAG Server

A FastMCP-based Retrieval-Augmented Generation server for dynamically ingesting public documents and querying them on-the-fly.

Installation

pip install -r requirements.txt

Ensure you set your OpenAI API key:

export OPENAI_API_KEY=your_key_here

Running the server

python -m rag_server.server

API Tools

  • ingest_urls(urls: List[str], session_id: Optional[str]) -> session_id
  • query_knowledge(session_id: str, question: str) -> answer

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