A hybrid search system for financial intelligence combining BM25, dense, and sparse vectors with Qdrant to improve retrieval across both exact keyword and semantic queries.
python embeddings sparse-vectors evaluation-metrics finance-data rag vector-search vector-database hybrid-search dense-retrieval qdrant evals rag-evaluation qdrant-rag bm25-search neural-reranker
-
Updated
Aug 30, 2026 - Python