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Update release notes for version 3.3.2.0
Updated release notes for version 3.3.2.0 to reflect new features, enhancements, bug fixes, and maintenance changes. Signed-off-by: Peter Zhu <zhujiaxi@amazon.com>
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release-notes/opensearch-ml-commons.release-notes-3.3.2.0.md

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Compatible with OpenSearch and OpenSearch Dashboards version 3.3.2
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### Features
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* [Agentic Search]Add extract JSON processor in Query Planning Tool ([#4356](https://github.com/opensearch-project/ml-commons/pull/4356))
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* [Manual backport 3.3] Nova mme support ([#4368](https://github.com/opensearch-project/ml-commons/pull/4368))
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* [Agentic Search] Add extract JSON processor in Query Planning Tool ([#4356](https://github.com/opensearch-project/ml-commons/pull/4356))
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* Nova mme support ([#4368](https://github.com/opensearch-project/ml-commons/pull/4368))
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### Enhancements
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* Use filtered output in agent tool response streaming ([#4335](https://github.com/opensearch-project/ml-commons/pull/4335))
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* Combine json chunks from requests ([#4317](https://github.com/opensearch-project/ml-commons/pull/4317))
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* Support MCP connector in agent update API ([#4352](https://github.com/opensearch-project/ml-commons/pull/4352))
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* Add refresh policy; add checkpoint id field ([#4305](https://github.com/opensearch-project/ml-commons/pull/4305))
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### Bug Fixes
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* Add name validation to index prefix ([#4332](https://github.com/opensearch-project/ml-commons/pull/4332))
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* Fix CVE-2025-58057 ([#4338](https://github.com/opensearch-project/ml-commons/pull/4338))
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* Fix unsupported operation exception in execute tool API ([#4325](https://github.com/opensearch-project/ml-commons/pull/4325))
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* Fixing regex bypass issue ([#4336](https://github.com/opensearch-project/ml-commons/pull/4336))
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### Maintenance
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* [AUTO] Increment version to 3.3.1-SNAPSHOT ([#4324](https://github.com/opensearch-project/ml-commons/pull/4324))
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* [AUTO] Increment version to 3.3.2-SNAPSHOT ([#4337](https://github.com/opensearch-project/ml-commons/pull/4337))
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* Fix when return_history is true ([#4310](https://github.com/opensearch-project/ml-commons/pull/4310))

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