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community: Add support for SAP HANA Vector hnsw index creation #27357

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Issue: Added support for creating indexes in the SAP HANA Vector engine.

Changes:

  1. Introduced a new function create_hnsw_index in hanavector.py that enables the creation of indexes for SAP HANA Vector.
  2. Added integration tests for the index creation function to ensure functionality.
  3. Updated the documentation to reflect the new index creation feature, including examples and output from the notebook.
  4. Fix the operator issue in _process_filter_object function and change the array argument to a placeholder in the similarity search SQL statement.

@dosubot dosubot bot added the size:XL This PR changes 500-999 lines, ignoring generated files. label Oct 15, 2024
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@dosubot dosubot bot added community Related to langchain-community Ɑ: vector store Related to vector store module labels Oct 15, 2024
@cinqisap
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@baskaryan Could you please have a look at this PR, in case of any problems please let me know:)

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cinqisap commented Nov 4, 2024

close this pull request, will open again.

@cinqisap cinqisap closed this Nov 4, 2024
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