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  1. Nuxeo Platform
  2. NXP-29858

Create an NXQL Hint to use AWS ES similarity search based on KNN

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    Details

    • Type: Bug
    • Status: Open
    • Priority: Minor
    • Resolution: Unresolved
    • Affects Version/s: 11.4
    • Fix Version/s: QualifiedToSchedule
    • Component/s: Elasticsearch
    • Environment:
      AWS ES

      Description

      Since AWS ES 7.7 (which is working with Nuxeo 11.4), it is possible to define `knn_vector` the equivalent of the `dense_vector` in the Elasticsearch non-oss version.

      KNN search can be used for similarity search

      https://docs.aws.amazon.com/elasticsearch-service/latest/developerguide/knn.html

      The goal of this ticket is to demonstrate that we can do a similarity search in Nuxeo >= 11.4 in NCO env.

      This should be about defining a custom mapping and contributing an NXQL Hint where we can choose the distance to use (cosine being the default).

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            • Assignee:
              bdelbosc Benoit Delbosc
              Reporter:
              bdelbosc Benoit Delbosc
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              • Created:
                Updated: