A Python toolkit for retrieval-augmented generation with DuckDB or PostgreSQL. It handles document ingestion, hybrid search, reranking, evaluation, and an MCP knowledge-search server for AI assistants.
1211llm,markdown,pdfA Python toolkit for retrieval-augmented generation with DuckDB or PostgreSQL. It handles document ingestion, hybrid search, reranking, evaluation, and an MCP knowledge-search server for AI assistants.