add commits from June 10th

Signed-off-by: Brian Flores <iflorbri@amazon.com>

Author: brianf-aws

release-notes/opensearch-ml-common.release-notes-3.1.0.0.md

@@ -9,6 +9,8 @@ Compatible with OpenSearch 3.1.0.0
 * 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]
 * support customized message endpoint and addressing comments (#3810)[https://github.com/opensearch-project/ml-commons/pull/3810]
 * Add custom SSE endpoint for the MCP Client (#3891)[https://github.com/opensearch-project/ml-commons/pull/3891]
+* Expose Update Agent API (#3820)[https://github.com/opensearch-project/ml-commons/pull/3902]
+* Use function calling for existing LLM interfaces (#3888)[https://github.com/opensearch-project/ml-commons/pull/3888]
 
 ### Bug Fixes
 * Fix connector private IP validation when executing agent without remote model (#3862)[https://github.com/opensearch-project/ml-commons/pull/3862]
@@ -21,6 +23,8 @@ Compatible with OpenSearch 3.1.0.0
 * excluding circuit breaker for Agent (#3814)[https://github.com/opensearch-project/ml-commons/pull/3814]
 * adding tenantId to the connector executor when this is inline connector (#3837)[https://github.com/opensearch-project/ml-commons/pull/3837]
 * add validation for name and description for model model group and connector resources (#3805)[https://github.com/opensearch-project/ml-commons/pull/3805]
+* Don't convert schema-defined strings to other types during validation (#3761)[https://github.com/opensearch-project/ml-commons/pull/3761]
+
 
 ### Maintenance
 * [Code Quality] Adding test cases for PlanExecuteReflect Agent (#3778)[https://github.com/opensearch-project/ml-commons/pull/3778]
@@ -30,6 +34,8 @@ Compatible with OpenSearch 3.1.0.0
 * remove libs folder (#3824)[https://github.com/opensearch-project/ml-commons/pull/3824]
 * Downgrade MCP version to 0.9 (#3821)[https://github.com/opensearch-project/ml-commons/pull/3821]
 * upgrade http client to version align with core (#3809)[https://github.com/opensearch-project/ml-commons/pull/3809]
+* Use stream optional enum set from core in MLStatsInput (#3648)[https://github.com/opensearch-project/ml-commons/pull/3648]
+* change SearchIndexTool arguments parsing logic (#3883)[https://github.com/opensearch-project/ml-commons/pull/3883]
 
 ### Infrastructure
 * change release note (#3811)[https://github.com/opensearch-project/ml-commons/pull/3811]