Release 3.1.0.0 · opensearch-project/ml-commons

Version 3.1.0.0 Release Notes

Compatible with OpenSearch 3.1.0.0

Support persisting MCP tools in system index (#3874)[https://github.com//pull/3874]
[Agent] PlanExecuteReflect: Return memory early to track progress (#3884)[https://github.com//pull/3884]
Add space type mapping for pre-trained embedding models, add new additional_config field and BaseModelConfig class (#3786)[https://github.com//pull/3786]
support customized message endpoint and addressing comments (#3810)[https://github.com//pull/3810]
Add custom SSE endpoint for the MCP Client (#3891)[https://github.com//pull/3891]
Expose Update Agent API (#3820)[https://github.com//pull/3902]
Use function calling for existing LLM interfaces (#3888)[https://github.com//pull/3888]
Add error handling for plan&execute agent (#3845)[https://github.com//pull/3845]
Metrics framework integration with ml-commons (#3661)[https://github.com//pull/3661]

Fix connector private IP validation when executing agent without remote model (#3862)[https://github.com//pull/3862]
for inline model connector name isn't required (#3882)[https://github.com//pull/3882]
fix the tutorial in AIConnectorHelper when fetching domain_url (#3852)[https://github.com//pull/3852]
Adds Json Parsing to nested object during update Query step in ML Inference Request processor (#3856)[https://github.com//pull/3856]
adding / as a valid character (#3854)[https://github.com//pull/3854]
quick fix for guava noclass issue (#3844)[https://github.com//pull/3844]
Fix python client not able to connect to MCP server issue (#3822)[https://github.com//pull/3822]
excluding circuit breaker for Agent (#3814)[https://github.com//pull/3814]
adding tenantId to the connector executor when this is inline connector (#3837)[https://github.com//pull/3837]
add validation for name and description for model model group and connector resources (#3805)[https://github.com//pull/3805]
Don't convert schema-defined strings to other types during validation (#3761)[https://github.com//pull/3761]

[Code Quality] Adding test cases for PlanExecuteReflect Agent (#3778)[https://github.com//pull/3778]
Add Unit Tests for MCP feature (#3787)[https://github.com//pull/3787]
exclude trusted connector check for hidden model (#3838)[https://github.com//pull/3838]
add more logging to deploy/undeploy flows for better debugging (#3825)[https://github.com//pull/3825]
remove libs folder (#3824)[https://github.com//pull/3824]
Downgrade MCP version to 0.9 (#3821)[https://github.com//pull/3821]
upgrade http client to version align with core (#3809)[https://github.com//pull/3809]
Use stream optional enum set from core in MLStatsInput (#3648)[https://github.com//pull/3648]
change SearchIndexTool arguments parsing logic (#3883)[https://github.com//pull/3883]

Replace the usage of elasticsearch with OpenSearch in README (#3876)[https://github.com//pull/3876]
added blueprint for Bedrock Claude v4 (#3871)[https://github.com//pull/3871]