Vikasht34

Design Strategy To Store Quantization State

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# Design Strategy for Quantization State Persistence ## Introduction This document outlines the design for storing the quantization state. It includes essential information on the thresholds required for quantizing a...

# Introduction This document proposes a general-purpose framework for vector quantization. This framework aims to utilize various quantization techniques, including product quantization, binary quantization, and scalar quantization. The goal is...

Remove knn plugin’s is enabled setting, ef and m parameter setting and space type setting from index settings as this all has been marked deprecated.

NMSLIB has been marked Deprecated from version 2.19. Though we still support backward compatibility but Post 3.0.0 , No index will be created using NMSLIB.

Implementation of Random Rotation Matrix and Query Scaling Matrix with 1-bit Binary Quantization

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### Description This change enhances the One-Bit Scalar Quantization process in by refining the Below and Above Threshold Means computation and introducing Random Gaussian Rotation. These improvements optimize both quantization...

Refactor KNNVectorScriptDocValues for Compatibility with Lucene 10

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**Description** With the upgrade to Lucene 10, the KNNVectorScriptDocValues implementation in the OpenSearch k-NN plugin faces compatibility issues due to changes in the Lucene API. Specifically: **Issue:** The create method...