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Published 20 hours ago • verified publisher icon qdrant

OpenSearch integration improvements

Open filipecosta90 opened this issue 9 months ago • 0 comments

The bellow changes aim to:

  • Ease the OpenSearch integration, while also reusing as much as possible the connection creation steps.
  • Add support for anonymous auth on opensearch client
  • Add support for HTTPS traffic and detect ssl configs from connection details
  • Ensure that the cluster is at least at yellow state before querying
  • Enables inner product distance (supported for Lucene in OpenSearch version 2.13 and later)
  • Enables vector dimensions up to 16K (Source: https://opensearch.org/docs/latest/search-plugins/knn/approximate-knn/)
  • Uses a backoff stragegy on search_one method when required (due to 429 errors). Fixes https://github.com/qdrant/vector-db-benchmark/issues/142

filipecosta90 avatar May 16 '24 00:05 filipecosta90