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Add quantization techniques and links to byte vector (#4893)
* Add quantization techniquest and links to byte vector Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Added cosine similarity space type quantization Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Rewording Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Tech review feedback Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Tech review feedback Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Remove redundant line Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Update _field-types/supported-field-types/knn-vector.md Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com> Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: Nathan Bower <nbower@amazon.com> Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com> * Update _field-types/supported-field-types/knn-vector.md Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com> * Editorial feedback Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> --------- Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com> Co-authored-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com> Co-authored-by: Nathan Bower <nbower@amazon.com>
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