{"id":"haiku-rag","name":"Haiku RAG","af_score":76.4,"security_score":68.0,"reliability_score":null,"what_it_does":"An opinionated local-first RAG system built on LanceDB, Pydantic AI, and Docling that provides hybrid vector/full-text search, citation-aware Q&A, multi-agent research workflows, and an MCP server for integration with AI assistants like Claude Desktop.","best_when":"You want a production-quality, local-first RAG system with strong document structure awareness, citations, and MCP integration for AI assistant workflows.","avoid_when":"You need a managed RAG-as-a-service solution or your documents are primarily unstructured web content rather than PDFs and structured documents.","last_evaluated":"2026-03-01T09:50:05.668431+00:00"}