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DuckDB-RAG-MCP-SampleServer

nananaman
GitHub
RAG SystemsVector DatabasesSearch

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💡 Description

An MCP server that enables Retrieval-Augmented Generation (RAG) on Markdown documents by converting them into embedding vectors and performing vector searches using DuckDB.

📝 JSON Entries

{
  "mcpServers": [
    {
      "DuckDB-RAG-MCP-Sample": {
        "env": {
          "VECTOR_PARQUET": "/path/to/vectors.parquet"
        },
        "args": [],
        "command": "/path/to/dist/server"
      }
    }
  ]
}

🛠️ Tools

DuckDBPlamo-Embedding-1B

⚡ Features

  • Extract and vectorize text from Markdown files
  • Vector search with DuckDB
  • Persist vector data with Parquet files
  • Vector search from MCP