add release note for 3.0 (#3792)

Signed-off-by: Mingshi Liu <[email protected]>

Author: mingshl

release-notes/opensearch-ml-common.release-notes-3.0.0.0.md

@@ -0,0 +1,57 @@
+## Version 3.0.0.0 Release Notes
+
+Compatible with OpenSearch 3.0.0.0
+
+### Breaking Changes
+* Use _list/indices API instead of _cat/index API in CatIndexTool (#3243)[https://github.com/opensearch-project/ml-commons/pull/3243]
+* Deprecate the restful API of batch ingestion (#3688)[https://github.com/opensearch-project/ml-commons/pull/3688]
+
+### Features
+* Onboard MCP (#3721)[https://github.com/opensearch-project/ml-commons/pull/3721]
+* Plan, Execute and Reflect Agent Type (#3716)[https://github.com/opensearch-project/ml-commons/pull/3716]
+* Support custom prompts from user (#3731)[https://github.com/opensearch-project/ml-commons/pull/3731]
+
+### Enhancements
+* Support sentence highlighting QA model (#3600)[https://github.com/opensearch-project/ml-commons/pull/3600]
+* Add parser for ModelTensorOutput and ModelTensors (#3658)[https://github.com/opensearch-project/ml-commons/pull/3658]
+* Function calling for openai v1, bedrock claude and deepseek (#3712)[https://github.com/opensearch-project/ml-commons/pull/3712]
+* Update highlighting model translator to adapt new model (#3699)[https://github.com/opensearch-project/ml-commons/pull/3699]
+* Implement async mode in agent execution (#3714)[https://github.com/opensearch-project/ml-commons/pull/3714]
+
+### Bug Fixes
+* Fix building error due to a breaking change from core (#3617)[https://github.com/opensearch-project/ml-commons/pull/3617]
+* Fixing the circuit breaker issue for remote model (#3652)[https://github.com/opensearch-project/ml-commons/pull/3652]
+* Fix compilation error (#3667)[https://github.com/opensearch-project/ml-commons/pull/3667]
+* Revert CI workflow changes (#3674)[https://github.com/opensearch-project/ml-commons/pull/3674]
+* Fix config index masterkey pull up for multi-tenancy (#3700)[https://github.com/opensearch-project/ml-commons/pull/3700]
+* Fix error message when input map and output map length not match (#3730)[https://github.com/opensearch-project/ml-commons/pull/3730]
+* Agent Framework: Handle model response when toolUse is not accompanied by text (#3755)[https://github.com/opensearch-project/ml-commons/pull/3755]
+* Allow user to control react agent max_interations value to prevent empty response (#3756)[https://github.com/opensearch-project/ml-commons/pull/3756]
+* Agent framework: Fix SearchIndexTool to parse special floating point values and NaN (#3754)[https://github.com/opensearch-project/ml-commons/pull/3754]
+* Directly return Response objects from metadata client responses (#3768)[https://github.com/opensearch-project/ml-commons/pull/3768]
+* Remove opensearch-ml-2.4.0.0.zip file that was added by random mistake (#3763)[https://github.com/opensearch-project/ml-commons/pull/3763]
+* Replace null GetResponse with valid response and not exists (#3759)[https://github.com/opensearch-project/ml-commons/pull/3759]
+* Fix ListIndexTool and SearchIndexTool (#3720)[https://github.com/opensearch-project/ml-commons/pull/3720]
+
+### Maintenance
+* Update CB setting to 100 to bypass memory check (#3627)[https://github.com/opensearch-project/ml-commons/pull/3627]
+* Use model type to check local or remote model (#3597)[https://github.com/opensearch-project/ml-commons/pull/3597]
+* Fixing security integ test (#3646)[https://github.com/opensearch-project/ml-commons/pull/3646]
+* Remove forcing log4j version to 2.24.2 (#3647)[https://github.com/opensearch-project/ml-commons/pull/3647]
+* Improve test coverage for MLHttpClientFactory.java (#3644)[https://github.com/opensearch-project/ml-commons/pull/3644]
+* Improve test coverage for MLEngineClassLoader class (#3679)[https://github.com/opensearch-project/ml-commons/pull/3679]
+* Typo: MLTaskDispatcher _cluster/settings api (#3694)[https://github.com/opensearch-project/ml-commons/pull/3694]
+* Add more logs to troubleshoot flaky test (#3543)[https://github.com/opensearch-project/ml-commons/pull/3543]
+* Add package for security test (#3698)[https://github.com/opensearch-project/ml-commons/pull/3698]
+* Add sdk implementation to the connector search (#3704)[https://github.com/opensearch-project/ml-commons/pull/3704]
+* Sdk client implementation for search connector, model group and task (#3707)[https://github.com/opensearch-project/ml-commons/pull/3707]
+* Add Feature Flag for MCP connectors Feature (#3738)[https://github.com/opensearch-project/ml-commons/pull/3738]
+* Support phasing off SecurityManager usage in favor of Java Agent (#3729)[https://github.com/opensearch-project/ml-commons/pull/3729]
+* Add java-agent gradle plugin (#3727)[https://github.com/opensearch-project/ml-commons/pull/3727]
+
+### Documentation
+* Add tutorial for RAG of openai and bedrock (#2975)[https://github.com/opensearch-project/ml-commons/pull/2975]
+* Fix template query link (#3612)[https://github.com/opensearch-project/ml-commons/pull/3612]
+* Add standard blueprint for vector search (#3659)[https://github.com/opensearch-project/ml-commons/pull/3659]
+* Add blueprint for Claude 3.7 on Bedrock (#3584)[https://github.com/opensearch-project/ml-commons/pull/3584]
+* Add standard blueprint for azure embedding ada2 (#3725)[https://github.com/opensearch-project/ml-commons/pull/3725]