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Added release notes for 3.0 beta1 (#1252)
* Added release notes for 3.0 beta1 Signed-off-by: Martin Gaievski <[email protected]>
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CHANGELOG.md

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## [Unreleased 3.x](https://github.com/opensearch-project/neural-search/compare/main...HEAD)
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### Features
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- Lower bound for min-max normalization technique in hybrid query ([#1195](https://github.com/opensearch-project/neural-search/pull/1195))
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- Support filter function for HybridQueryBuilder and NeuralQueryBuilder ([#1206](https://github.com/opensearch-project/neural-search/pull/1206))
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- Add Z Score normalization technique ([#1224](https://github.com/opensearch-project/neural-search/pull/1224))
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- Support semantic sentence highlighter ([#1193](https://github.com/opensearch-project/neural-search/pull/1193))
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- Optimize embedding generation in Text Embedding Processor ([#1191](https://github.com/opensearch-project/neural-search/pull/1191))
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- Optimize embedding generation in Sparse Encoding Processor ([#1246](https://github.com/opensearch-project/neural-search/pull/1246))
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- Optimize embedding generation in Text/Image Embedding Processor ([#1249](https://github.com/opensearch-project/neural-search/pull/1249))
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- Inner hits support with hybrid query ([#1253](https://github.com/opensearch-project/neural-search/pull/1253))
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- Support custom tags in semantic highlighter ([#1254](https://github.com/opensearch-project/neural-search/pull/1254))
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- Add stats API ([#1256](https://github.com/opensearch-project/neural-search/pull/1256))
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### Enhancements
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### Bug Fixes
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- Remove validations for unmapped fields (text and image) in TextImageEmbeddingProcessor ([#1230](https://github.com/opensearch-project/neural-search/pull/1230))
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### Infrastructure
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- [3.0] Update neural-search for OpenSearch 3.0 beta compatibility ([#1245](https://github.com/opensearch-project/neural-search/pull/1245))
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### Documentation
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## Version 3.0.0.0-beta1 Release Notes
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Compatible with OpenSearch 3.0.0-beta1
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### Features
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- Lower bound for min-max normalization technique in hybrid query ([#1195](https://github.com/opensearch-project/neural-search/pull/1195))
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- Support filter function for HybridQueryBuilder and NeuralQueryBuilder ([#1206](https://github.com/opensearch-project/neural-search/pull/1206))
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- Add Z Score normalization technique ([#1224](https://github.com/opensearch-project/neural-search/pull/1224))
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- Support semantic sentence highlighter ([#1193](https://github.com/opensearch-project/neural-search/pull/1193))
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- Optimize embedding generation in Text Embedding Processor ([#1191](https://github.com/opensearch-project/neural-search/pull/1191))
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- Optimize embedding generation in Sparse Encoding Processor ([#1246](https://github.com/opensearch-project/neural-search/pull/1246))
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- Optimize embedding generation in Text/Image Embedding Processor ([#1249](https://github.com/opensearch-project/neural-search/pull/1249))
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- Inner hits support with hybrid query ([#1253](https://github.com/opensearch-project/neural-search/pull/1253))
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- Support custom tags in semantic highlighter ([#1254](https://github.com/opensearch-project/neural-search/pull/1254))
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- Add stats API ([#1256](https://github.com/opensearch-project/neural-search/pull/1256))
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### Bug Fixes
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- Remove validations for unmapped fields (text and image) in TextImageEmbeddingProcessor ([#1230](https://github.com/opensearch-project/neural-search/pull/1230))
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### Infrastructure
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- [3.0] Update neural-search for OpenSearch 3.0 beta compatibility ([#1245](https://github.com/opensearch-project/neural-search/pull/1245))

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