libs/researchmind/README.md

researchmind

Local ingest, MemRAG persistence, and retrieval for the ResearchMind agent.

• Scrape web (httpx + trafilatura), PDF (pypdf), DOCX (python-docx)
• Chunk, embed (sentence-transformers), store in SQLite
• Top-k retrieval with graph neighbor expansion and citation formatting

Set RESEARCHMIND_DATA_DIR (default outputs/researchmind) for the memory database and raw snapshots.