Retrieval experimentation CLI for scientific claims.
victus-rag is a CLI-first RAG retrieval lab for indexing, querying, and evaluating
sparse, dense, and hybrid retrieval strategies. It does not generate final answers; it
focuses on retrieval behavior, metrics, auditability, and local artifacts.
uv sync
uv run victus-rag --help
uv run victus-rag index sparse
uv run victus-rag query sparse --query "mediterranean diet metabolic syndrome" --top-k 5
Dense retrieval requires Qdrant and embedded claim vectors:
docker compose up -d qdrant
uv run victus-rag index qdrant --parquet-path data/claims_embedded.parquet
uv run victus-rag query dense --query "mediterranean diet metabolic syndrome" --top-k 5
uv run python -m compileall src
uv run victus-rag --help
uv run victus-rag index qdrant --help
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