| 
2 | 2 | 
 
  | 
3 | 3 | Compatible with OpenSearch 3.1.0.0  | 
4 | 4 | 
 
  | 
5 |  | -### Breaking Changes  | 
6 |  | - | 
7 | 5 | ### Enhancements  | 
 | 6 | +* Support persisting MCP tools in system index (#3874)[https://github.com/opensearch-project/ml-commons/pull/3874]  | 
 | 7 | +* [Agent] PlanExecuteReflect: Return memory early to track progress (#3884)[https://github.com/opensearch-project/ml-commons/pull/3884]  | 
 | 8 | +* added blueprint for Bedrock Claude v4 (#3871)[https://github.com/opensearch-project/ml-commons/pull/3871]  | 
 | 9 | +* Add space type mapping for pre-trained embedding models, add new additional_config field and BaseModelConfig class (#3786)[https://github.com/opensearch-project/ml-commons/pull/3786]  | 
 | 10 | +* support customized message endpoint and addressing comments (#3810)[https://github.com/opensearch-project/ml-commons/pull/3810]  | 
 | 11 | +* Add custom SSE endpoint for the MCP Client (#3891)[https://github.com/opensearch-project/ml-commons/pull/3891]  | 
8 | 12 | 
 
  | 
9 | 13 | ### Bug Fixes  | 
 | 14 | +* Fix connector private IP validation when executing agent without remote model (#3862)[https://github.com/opensearch-project/ml-commons/pull/3862]  | 
 | 15 | +* for inline model connector name isn't required (#3882)[https://github.com/opensearch-project/ml-commons/pull/3882]  | 
 | 16 | +* fix the tutorial in AIConnectorHelper when fetching domain_url (#3852)[https://github.com/opensearch-project/ml-commons/pull/3852]  | 
 | 17 | +* Adds Json Parsing to nested object during update Query step in ML Inference Request processor (#3856)[https://github.com/opensearch-project/ml-commons/pull/3856]  | 
 | 18 | +* adding / as a valid character (#3854)[https://github.com/opensearch-project/ml-commons/pull/3854]  | 
 | 19 | +* quick fix for guava noclass issue (#3844)[https://github.com/opensearch-project/ml-commons/pull/3844]  | 
 | 20 | +* Fix python client not able to connect to MCP server issue (#3822)[https://github.com/opensearch-project/ml-commons/pull/3822]  | 
 | 21 | +* excluding circuit breaker for Agent (#3814)[https://github.com/opensearch-project/ml-commons/pull/3814]  | 
 | 22 | +* adding tenantId to the connector executor when this is inline connector (#3837)[https://github.com/opensearch-project/ml-commons/pull/3837]  | 
 | 23 | +* add validation for name and description for model model group and connector resources (#3805)[https://github.com/opensearch-project/ml-commons/pull/3805]  | 
10 | 24 | 
 
  | 
11 | 25 | ### Maintenance  | 
 | 26 | +* [Code Quality] Adding test cases for PlanExecuteReflect Agent (#3778)[https://github.com/opensearch-project/ml-commons/pull/3778]  | 
 | 27 | +* Add Unit Tests for MCP feature (#3787)[https://github.com/opensearch-project/ml-commons/pull/3787]  | 
 | 28 | +* exclude trusted connector check for hidden model (#3838)[https://github.com/opensearch-project/ml-commons/pull/3838]  | 
 | 29 | +* add more logging to deploy/undeploy flows for better debugging (#3825)[https://github.com/opensearch-project/ml-commons/pull/3825]  | 
 | 30 | +* remove libs folder (#3824)[https://github.com/opensearch-project/ml-commons/pull/3824]  | 
 | 31 | +* Downgrade MCP version to 0.9 (#3821)[https://github.com/opensearch-project/ml-commons/pull/3821]  | 
 | 32 | +* upgrade http client to version align with core (#3809)[https://github.com/opensearch-project/ml-commons/pull/3809]  | 
12 | 33 | 
 
  | 
13 | 34 | ### Infrastructure  | 
14 |  | - | 
 | 35 | +* change release note (#3811)[https://github.com/opensearch-project/ml-commons/pull/3811]  | 
15 | 36 | 
 
  | 
16 | 37 | ### Documentation  | 
17 |  | - | 
18 |  | - | 
 | 38 | +* Replace the usage of elasticsearch with OpenSearch in README (#3876)[https://github.com/opensearch-project/ml-commons/pull/3876]  | 
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