diff --git a/release-notes/opensearch-ml-common.release-notes-2.11.0.0.md b/release-notes/opensearch-ml-common.release-notes-2.11.0.0.md
new file mode 100644
index 0000000000..9902d641b9
--- /dev/null
+++ b/release-notes/opensearch-ml-common.release-notes-2.11.0.0.md
@@ -0,0 +1,57 @@
+## Version 2.11.0.0 Release Notes
+
+Compatible with OpenSearch 2.11.0
+
+
+### Experimental Features
+* Update Connector API ([#1227](https://github.com/opensearch-project/ml-commons/pull/1227))
+
+### Enhancements
+* Add neural search default processor for non OpenAI/Cohere scenario ([#1274](https://github.com/opensearch-project/ml-commons/pull/1274))
+* Add tokenizer and sparse encoding ([#1301](https://github.com/opensearch-project/ml-commons/pull/1301))
+* allow input null for text docs input ([#1402](https://github.com/opensearch-project/ml-commons/pull/1402))
+* Add support for context_size and include 'interaction_id' in SearchRequest ([#1385](https://github.com/opensearch-project/ml-commons/pull/1385))
+* adding model level metric in node level ([#1330](https://github.com/opensearch-project/ml-commons/pull/1330))
+* add status code to model tensor ([#1443](https://github.com/opensearch-project/ml-commons/pull/1443))
+* add bedrockURL to trusted connector regex list ([#1461](https://github.com/opensearch-project/ml-commons/pull/1461))
+* Performance enhacement for predict action by caching model info ([#1472](https://github.com/opensearch-project/ml-commons/pull/1472))
+
+
+### Infrastructure
+
+
+### Bug Fixes
+* fix parameter name in preprocess function ([#1362](https://github.com/opensearch-project/ml-commons/pull/1362))
+* fix spelling in Readme.md ([#1363](https://github.com/opensearch-project/ml-commons/pull/1363))
+* Fix error message in TransportDeplpoyModelAction class ([#1368](https://github.com/opensearch-project/ml-commons/pull/1368))
+* fix null exception in text docs data set ([#1403](https://github.com/opensearch-project/ml-commons/pull/1403))
+* fix text docs input unescaped error; enable deploy remote model ([#1407](https://github.com/opensearch-project/ml-commons/pull/1407))
+* restore thread context before running action listener ([#1418](https://github.com/opensearch-project/ml-commons/pull/1418))
+* fix more places where thread context not restored ([#1421](https://github.com/opensearch-project/ml-commons/pull/1421))
+* Fix BWC test suite ([#1426](https://github.com/opensearch-project/ml-commons/pull/1426))
+* support bwc for process function ([#1427](https://github.com/opensearch-project/ml-commons/pull/1427))
+* fix model group auto-deletion when last version is deleted ([#1444](https://github.com/opensearch-project/ml-commons/pull/1444))
+* fixing metrics correlation algorithm ([#1448](https://github.com/opensearch-project/ml-commons/pull/1448))
+* throw exception if remote model doesn't return 2xx status code; fix predict runner ([#1477](https://github.com/opensearch-project/ml-commons/pull/1477))
+* fix no worker node exception for remote embedding model ([#1482](https://github.com/opensearch-project/ml-commons/pull/1482))
+* fix for delete model group API throwing incorrect error when model index not created ([#1485](https://github.com/opensearch-project/ml-commons/pull/1485))
+* fix no worker node error on multi-node cluster ([#1487](https://github.com/opensearch-project/ml-commons/pull/1487))
+
+
+### Documentation
+
+
+### Maintenance
+
+* Ignoring Redeploy test on MacOS due to known failures ([#1414](https://github.com/opensearch-project/ml-commons/pull/1414))
+* throw exception when model group not found during update request ([#1447](https://github.com/opensearch-project/ml-commons/pull/1447))
+* Add a setting to control the update connector API ([#1274](https://github.com/opensearch-project/ml-commons/pull/1274))
+
+
+### Refactoring
+
+* register new versions to a model group based on the name provided ([#1452](https://github.com/opensearch-project/ml-commons/pull/1452))
+* if model version fails to register, update model group accordingly ([#1463](https://github.com/opensearch-project/ml-commons/pull/1463))
+
+
+