docs: add scalar quantization code examples #3322#2177
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mimundoenunlapiz0610-cmd wants to merge 1 commit intoqdrant:masterfrom
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docs: add scalar quantization code examples #3322#2177mimundoenunlapiz0610-cmd wants to merge 1 commit intoqdrant:masterfrom
mimundoenunlapiz0610-cmd wants to merge 1 commit intoqdrant:masterfrom
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This PR addresses the missing code examples for Scalar Quantization as requested in issue #3322. I have added practical implementation examples for both Python and Java SDKs. The examples specifically include the quantile parameter configuration, which is crucial for balancing search precision and memory usage in production environments. - Python: Added models.ScalarQuantization with quantile and always_ram parameters. - Java: Added QuantizationConfig using the grpc builder pattern, including setQuantile and setAlwaysRam. Closes #3322 /claim #3322
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As requested, here is the demo video showing the Scalar Quantization implementation for both Python and Java SDKs. Video: https://drive.google.com/file/d/167hYrVbsgptFJ1zvvCal0IcFkqV7SXTw/view?usp=drivesdk This addresses all requirements for issue #3322. |
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This PR addresses the missing code examples for Scalar Quantization as requested in issue #3322.
I have added practical implementation examples for both Python and Java SDKs. The examples specifically include the quantile parameter configuration, which is crucial for balancing search precision and memory usage in production environments.
Closes #3322
/claim #3322