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Update default engine to FAISS (#2235)
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 <balasvij@amazon.com>
Fix bug where quantization framework does not work with training (#2100…
…) (#2102)
* Initial implementation
Signed-off-by: Ryan Bogan <rbogan@amazon.com>
* Modify integration test and fix bugs in jni
Signed-off-by: Ryan Bogan <rbogan@amazon.com>
* Fix unit test
Signed-off-by: Ryan Bogan <rbogan@amazon.com>
* Fix integration test after merge
Signed-off-by: Ryan Bogan <rbogan@amazon.com>
* Add changelog (release notes)
Signed-off-by: Ryan Bogan <rbogan@amazon.com>
* Add unit test
Signed-off-by: Ryan Bogan <rbogan@amazon.com>
* Remove entry for release notes
Signed-off-by: Ryan Bogan <rbogan@amazon.com>
* Add null checks
Signed-off-by: Ryan Bogan <rbogan@amazon.com>
---------
Signed-off-by: Ryan Bogan <rbogan@amazon.com>
(cherry picked from commit 5d10d64)
Co-authored-by: Ryan Bogan <rbogan@amazon.com>