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Update default engine to FAISS #2221

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Update default engine to FAISS #2221

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Commits on Oct 20, 2024

  1. Update default engine to FAISS 

    Since faiss supports more features than nmslib, and, we had seen
data points that there are more number of vector search
users are interesed in faiss, we will be updating default
engine to be faiss. This will benefit users who preffered
to use defaults while working with vector search.

Signed-off-by: Vijayan Balasubramanian <[email protected]>
    @VijayanB
    VijayanB committed Oct 20, 2024
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  2. Update legacy mapping 

    Signed-off-by: Vijayan Balasubramanian <[email protected]>
    @VijayanB
    VijayanB committed Oct 20, 2024
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