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Signed-off-by: Brian Flores <[email protected]>
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release-notes/opensearch-ml-common.release-notes-2.19.0.0.md

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### Enhancements
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* Improve test coverage for RemoteModel.java (#3205)[https://github.com/opensearch-project/ml-commons/pull/3205]
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* adding multi-modal pre-processor for cohere (#3219)[https://github.com/opensearch-project/ml-commons/pull/3219]
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* [Enhancement] Fetch system index mappings from json file instead of string constants (#3153)[https://github.com/opensearch-project/ml-commons/pull/3153]
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* Retrieve remote model id from registration response in IT to avoid flaky (#3244)[https://github.com/opensearch-project/ml-commons/pull/3244]
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### Bug Fixes
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* getFirst is not allowed in java 17 (#3226)[https://github.com/opensearch-project/ml-commons/pull/3226]
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* Fixes Two Flaky IT classes RestMLGuardrailsIT & ToolIntegrationWithLLMTest (#3253)[https://github.com/opensearch-project/ml-commons/pull/3253]
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* Fix: ml/engine/utils/FileUtils casts long file length to int incorrectly (#3198)[https://github.com/opensearch-project/ml-commons/pull/3198]
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* fix for sync up job not working in 2.17 when upgraded from previous versions (#3241)[https://github.com/opensearch-project/ml-commons/pull/3241]
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* Fix remote model with embedding input issue (#3289)[https://github.com/opensearch-project/ml-commons/pull/3289]
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* Adds preset contentRegistry for IngestProcessors (#3281)[https://github.com/opensearch-project/ml-commons/pull/3281]
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* Revert Text Block changes from "Enhance validation for create connector API" #3260 (#3329)[https://github.com/opensearch-project/ml-commons/pull/3329]
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* fix post_process_function on rerank_pipeline_with_bge-rerank-m3-v2_model_deployed_on_Sagemaker.md (#3296)[https://github.com/opensearch-project/ml-commons/pull/3296]
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* Revert "Add application_type to ConversationMeta; update tests (#3282)" (#3315)[https://github.com/opensearch-project/ml-commons/pull/3315]
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* Revert "Filter out remote model auto redeployment (#2976)" and related commits (#3104, #3214) (#3368)[https://github.com/opensearch-project/ml-commons/pull/3368]
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* Fix JsonGenerationException error in Local Sample Calculator and Anomaly Localization Execution Response (#3434)[https://github.com/opensearch-project/ml-commons/pull/3434]
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* Checkout code from pull request head for spotless (#3422)[https://github.com/opensearch-project/ml-commons/pull/3422]
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* Fixes spotless on Java 11 (#3449)[https://github.com/opensearch-project/ml-commons/pull/3449]
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* add spotless to all build.gradle files (#3453)[https://github.com/opensearch-project/ml-commons/pull/3453]
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* Fixes Two Flaky IT classes RestMLGuardrailsIT & ToolIntegrationWithLLMTest (#3253)[https://github.com/opensearch-project/ml-commons/pull/3253]
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* Improve test coverage for RemoteModel.java (#3205)[https://github.com/opensearch-project/ml-commons/pull/3205]
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* Revert Text Block changes from "Enhance validation for create connector API" #3260 (#3329)[https://github.com/opensearch-project/ml-commons/pull/3329]
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### Documentation
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* fix typo (#3234)[https://github.com/opensearch-project/ml-commons/pull/3234]
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* Tutorial for ml inference with cohere rerank model (#3398)[https://github.com/opensearch-project/ml-commons/pull/3398]
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* Add DeepSeek connector blueprint (#3436)[https://github.com/opensearch-project/ml-commons/pull/3436]
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* fix post_process_function on rerank_pipeline_with_bge-rerank-m3-v2_model_deployed_on_Sagemaker.md (#3296)[https://github.com/opensearch-project/ml-commons/pull/3296]

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