Add Scalar & Binary Vector Quantization support + frontend UI #437
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- Add quantization types (SCALAR, BINARY, PRODUCT) to QuantizationConfig
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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).