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This pull request introduces support for various Approximate Nearest Neighbor (ANN) vector index algorithms in the VectorStore class, starting from version 8.5 of SingleStore DB. Leveraging this enhancement enables users to harness the power of vector indexing, significantly boosting search speed, particularly when handling large sets of vectors. --------- Co-authored-by: Volodymyr Tkachuk <vtkachuk-ua@singlestore.com> Co-authored-by: Bagatur <baskaryan@gmail.com> |
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| .. | ||
| adapters | ||
| callbacks | ||
| chat_message_histories | ||
| chat_models | ||
| document_loaders | ||
| embeddings | ||
| examples | ||
| graphs | ||
| llms | ||
| retrievers | ||
| storage | ||
| tools | ||
| utilities | ||
| vectorstores | ||
| __init__.py | ||
| .env.example | ||
| conftest.py | ||
| test_compile.py | ||