[AUTO] Add release notes for 3.3.2 (opensearch-project#4372)

* Add release notes for 3.3.2

Signed-off-by: opensearch-ci <opensearch-infra@amazon.com>

* 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>

* Update opensearch-ml-commons.release-notes-3.3.2.0.md

Signed-off-by: Peter Zhu <zhujiaxi@amazon.com>

* Revise compatibility details for version 3.3.2

Updated compatibility information for OpenSearch and OpenSearch Dashboards in release notes.

Signed-off-by: Peter Zhu <zhujiaxi@amazon.com>

* Update release notes for version 3.3.2.0

Signed-off-by: Peter Zhu <zhujiaxi@amazon.com>

---------

Signed-off-by: opensearch-ci <opensearch-infra@amazon.com>
Signed-off-by: Peter Zhu <zhujiaxi@amazon.com>
Co-authored-by: Peter Zhu <zhujiaxi@amazon.com>

Author: opensearch-ci-bot

release-notes/opensearch-ml-commons.release-notes-3.3.2.0.md

@@ -0,0 +1,21 @@
+## Version 3.3.2 Release Notes
+
+Compatible with OpenSearch 3.3.2 and OpenSearch Dashboards 3.3.0
+
+### Features
+* Nova mme support ([#4368](https://github.com/opensearch-project/ml-commons/pull/4368))
+
+### Enhancements
+
+* Support MCP connector in agent update API ([#4352](https://github.com/opensearch-project/ml-commons/pull/4352))
+* Add refresh policy; add checkpoint id field ([#4305](https://github.com/opensearch-project/ml-commons/pull/4305))
+
+### Bug Fixes
+* [Agentic Search] Add extract JSON processor in Query Planning Tool ([#4356](https://github.com/opensearch-project/ml-commons/pull/4356))
+* Add name validation to index prefix ([#4332](https://github.com/opensearch-project/ml-commons/pull/4332))
+* Fix CVE-2025-58057 ([#4338](https://github.com/opensearch-project/ml-commons/pull/4338))
+* Fix unsupported operation exception in execute tool API ([#4325](https://github.com/opensearch-project/ml-commons/pull/4325))
+* Fixing regex bypass issue ([#4336](https://github.com/opensearch-project/ml-commons/pull/4336))
+* Fix when return_history is true ([#4310](https://github.com/opensearch-project/ml-commons/pull/4310))
+* Use filtered output in agent tool response streaming ([#4335](https://github.com/opensearch-project/ml-commons/pull/4335))
+* Combine json chunks from requests ([#4317](https://github.com/opensearch-project/ml-commons/pull/4317))