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Feat/research tab agent skills (#5)

e7fd66f 20 days ago

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	# 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.