haiku.rag

by ggozad · Python · ★ 518

Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling

#ai#docling#lancedb#mcp#mcp-server#ml#pydantic-ai#rag

Install

pip install git+https://github.com/ggozad/haiku.rag.git

Claude Desktop config

Add this to your claude_desktop_config.json:

{
  "mcpServers": {
    "haiku-rag": {
      "command": "uvx",
      "args": [
        "git+https://github.com/ggozad/haiku.rag.git"
      ]
    }
  }
}

From the README

[](https://github.com/ggozad/haiku.rag/actions/workflows/test.yml) [](https://codecov.io/gh/ggozad/haiku.rag) Agentic RAG built on [LanceDB](https://lancedb.com/), [Pydantic AI](https://ai.pydantic.dev/), and [Docling](https://docling-project.github.io/docling/). - **Hybrid search** — Vector + full-text with Reciprocal Rank Fusion - **Question answering** — QA agents with citations (page numbers, section headings) - **Reranking** — MxBAI, Cohere, Zero Entropy, or vLLM - **Research agents** — Multi-agent workflows via pydantic-graph: plan, search, evaluate, synthesize - **Analysis agent** — C…

Read full README on GitHub →

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