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Add Scalar & Binary Vector Quantization support + frontend UI#437

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SharanRP wants to merge 2 commits intotruefoundry:mainfrom
SharanRP:feature/scalar-binary-quantization
Open

Add Scalar & Binary Vector Quantization support + frontend UI#437
SharanRP wants to merge 2 commits intotruefoundry:mainfrom
SharanRP:feature/scalar-binary-quantization

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@SharanRP
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Closes #436
Adds backend support to create Qdrant collections with scalar (INT8) and binary quantization.
Exposes a UI control in the New Collection form to choose quantization type (none / scalar / binary).

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Scalar and binary quantization support

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