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# What does this PR do? - Part of #3009 - Implement hybrid search using Qdrant's native query filtering - Add keyword search support - Update test suites to include qdrant for keyword and hybrid modes <!-- If resolving an issue, uncomment and update the line below --> <!-- Closes #[issue-number] --> ## Test Plan <!-- Describe the tests you ran to verify your changes with result summaries. *Provide clear instructions so the plan can be easily re-executed.* --> ``` pytest -sv tests/unit/providers/vector_io/ ....... ============================================================================================== slowest 10 durations =============================================================================================== 0.20s call tests/unit/providers/vector_io/test_vector_io_openai_vector_stores.py::test_max_concurrent_files_per_batch[qdrant] 0.20s call tests/unit/providers/vector_io/test_vector_io_openai_vector_stores.py::test_max_concurrent_files_per_batch[pgvector] 0.20s call tests/unit/providers/vector_io/test_vector_io_openai_vector_stores.py::test_max_concurrent_files_per_batch[sqlite_vec] 0.20s call tests/unit/providers/vector_io/test_vector_io_openai_vector_stores.py::test_max_concurrent_files_per_batch[faiss] 0.06s setup tests/unit/providers/vector_io/test_vector_io_openai_vector_stores.py::test_insert_chunks_with_missing_document_id[pgvector] 0.04s call tests/unit/providers/vector_io/test_sqlite_vec.py::test_query_chunks_hybrid_tie_breaking 0.04s call tests/unit/providers/vector_io/test_sqlite_vec.py::test_query_chunks_hybrid_weighted_reranker_parametrization 0.03s call tests/unit/providers/vector_io/test_sqlite_vec.py::test_query_chunks_hybrid_score_selection 0.03s call tests/unit/providers/vector_io/test_sqlite_vec.py::test_query_chunks_hybrid_edge_cases 0.03s setup tests/unit/providers/vector_io/test_faiss.py::test_faiss_query_vector_returns_infinity_when_query_and_embedding_are_identical ======================================================================================== 180 passed, 47 warnings in 2.78s ========================================================================================= ``` Signed-off-by: Varsha Prasad Narsing <varshaprasad96@gmail.com> Co-authored-by: Francisco Javier Arceo <arceofrancisco@gmail.com> |
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| .. | ||
| __init__.py | ||
| test_openai_vector_stores.py | ||
| test_vector_io.py | ||