agentic-rag

chenzhe142/agentic-rag

★ 0 stars Python AI/LLM Updated 15d ago

End-to-end agentic RAG system: async web crawler, vector indexer + retriever (ANN + cross-encoder reranking), MCP tool server, and FastAPI sync + streaming (SSE) chat — backed by a local LLM.

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Quick Install

Copy the config for your editor. Some servers may need additional setup — check the README.

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "agentic-rag": {
      "command": "uvx",
      "args": [
        "agentic-rag"
      ]
    }
  }
}

Or install with pip: pip install agentic-rag

README Excerpt

This repo hosts the code implementation of an end-to-end agentic RAG system. ``` async web crawler ꜜ ann index ꜜ retrieve/rerank ꜜ MCP tool serve ꜜ FastAPI chat (streaming/sync) ``` I wrote this agentic RAG system to learn and get hands on experience on: - asynchronous processing & concurrency - asyncio's queue, task

Tools (2)

mime_typestrafilatura

agentic-rag

Quick Install

README Excerpt

Tools (2)

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