Embedded Qdrant vector store (no external cluster)

guardrails: treat rate_limit_per_min<=0 as disabled, fix empty-deque IndexError

Shorten short_description to satisfy HF YAML limit

Track *.duckdb via LFS

FinRAG backend

initial commit