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Add release notes for 3.8.0.0
Signed-off-by: Medha Srinivasarao Srivatsa <medha.srivatsa@gmail.com>
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CHANGELOG.md

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The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). See the [CONTRIBUTING guide](./CONTRIBUTING.md#Changelog) for instructions on how to add changelog entries.
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## [Unreleased 3.7](https://github.com/opensearch-project/opensearch-jvector/compare/3.7...HEAD)
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## [Unreleased 3.8](https://github.com/opensearch-project/opensearch-jvector/compare/3.8...HEAD)
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### Features
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- Add NVQ Quantization [539](https://github.com/opensearch-project/opensearch-jvector/pull/539)
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- Added capability to retrieve float, binary and byte data types vectors using doc_values [538](https://github.com/opensearch-project/opensearch-jvector/pull/538)
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- Enable native vectorization provider [622](https://github.com/opensearch-project/opensearch-jvector/pull/622)
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### Enhancements
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- Introduce extensible VectorSearchEngine API [650](https://github.com/opensearch-project/opensearch-jvector/pull/650)
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### Bug Fixes
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- Fix dynamic template and mixed cases [538](https://github.com/opensearch-project/opensearch-jvector/pull/538)
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- Fix flaky testMixedBatchSizesForQuantization test case [564](https://github.com/opensearch-project/opensearch-jvector/pull/564)
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- Fix flaky testJVectorKnnIndex_simpleCase_maxInnerProduct test case [569](https://github.com/opensearch-project/opensearch-jvector/pull/569)
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- Preserve non-XContent `_source` fields when derived source is enabled [624] (https://github.com/opensearch-project/opensearch-jvector/pull/624)
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- Remove PQ codebook refinement due to diminishing value [662] (https://github.com/opensearch-project/opensearch-jvector/pull/662)
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### Infrastructure
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### Documentation
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## Version 3.7.0.0 Release Notes
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Compatible with OpenSearch and OpenSearch Dashboards version 3.8.0
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### Features
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- Add NVQ Quantization [539](https://github.com/opensearch-project/opensearch-jvector/pull/539)
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- Added capability to retrieve float, binary and byte data types vectors using doc_values [538](https://github.com/opensearch-project/opensearch-jvector/pull/538)
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- Enable native vectorization provider [622](https://github.com/opensearch-project/opensearch-jvector/pull/622)
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### Enhancements
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- Introduce extensible VectorSearchEngine API [650](https://github.com/opensearch-project/opensearch-jvector/pull/650)
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### Bug Fixes
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- Fix dynamic template and mixed cases [538](https://github.com/opensearch-project/opensearch-jvector/pull/538)
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- Fix flaky testMixedBatchSizesForQuantization test case [564](https://github.com/opensearch-project/opensearch-jvector/pull/564)
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- Fix flaky testJVectorKnnIndex_simpleCase_maxInnerProduct test case [569](https://github.com/opensearch-project/opensearch-jvector/pull/569)
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- Preserve non-XContent `_source` fields when derived source is enabled [624] (https://github.com/opensearch-project/opensearch-jvector/pull/624)
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- Remove PQ codebook refinement due to diminishing value [662] (https://github.com/opensearch-project/opensearch-jvector/pull/662)

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