document-indexer

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RAG pipeline for documents (Markdown, PDF, images). 10-step hybrid search, LLM enrichment, taxonomy, MCP server. Cloud or local.

markdown pdf taxonomy mcp embeddings knowledge-base semantic-search bm25 claude rag vector-search hybrid-search llm lancedb openrouter mcp-server document-indexer

Local document indexer MCP server for semantic search over PDF, Excel, SQL, Markdown, and HTML files using Qdrant and Voyage AI embeddings.

rust mcp embeddings sql-parser semantic-search pdf-parser rag excel-parser vector-database qdrant voyage-ai model-context-protocol mcp-server claude-code document-indexer

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