2.13 release note (opensearch-project#2231)

* 2.13 release note

Signed-off-by: Jing Zhang <[email protected]>

* address comments and add new PRs

Signed-off-by: Jing Zhang <[email protected]>

* add more PRs

Signed-off-by: Jing Zhang <[email protected]>

* add pr 2236

Signed-off-by: Jing Zhang <[email protected]>

---------

Signed-off-by: Jing Zhang <[email protected]>

Author: jngz-es

release-notes/opensearch-ml-common.release-notes-2.13.0.0.md

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+## Version 2.13.0.0 Release Notes
+
+Compatible with OpenSearch 2.13.0
+
+
+### Features
+* hidden agent ([#2204](https://github.com/opensearch-project/ml-commons/pull/2204))
+* auto deployment for remote models ([#2206](https://github.com/opensearch-project/ml-commons/pull/2206))
+* support question answering model ([#2208](https://github.com/opensearch-project/ml-commons/pull/2208))
+* Guardrails for remote model input and output ([#2209](https://github.com/opensearch-project/ml-commons/pull/2209))
+
+### Enhancements
+* Adding connector http timeout in the connector level ([#1835](https://github.com/opensearch-project/ml-commons/pull/1835))
+* enable auto redeploy for hidden model ([#2102](https://github.com/opensearch-project/ml-commons/pull/2102))
+* Add verification to rate limiter number field ([#2113](https://github.com/opensearch-project/ml-commons/pull/2113))
+* asymmetric embeddings ([#2123](https://github.com/opensearch-project/ml-commons/pull/2123))
+* Set the number of ml system index primary shards to 1 ([#2137](https://github.com/opensearch-project/ml-commons/pull/2137))
+* prevent exposing internal ip when an agent gets an internal OpenSearch exception ([#2154](https://github.com/opensearch-project/ml-commons/pull/2154))
+* Change the index update settings to make it only contain dynamic settings ([#2156](https://github.com/opensearch-project/ml-commons/pull/2156))
+* add remote predict thread pool ([#2207](https://github.com/opensearch-project/ml-commons/pull/2207))
+* add local inference enabling/disabling setting ([#2232](https://github.com/opensearch-project/ml-commons/pull/2232))
+* Add request level parameters for system_prompt and user_instructions ([#2236](https://github.com/opensearch-project/ml-commons/pull/2236))
+
+### Infrastructure
+* Add integration tests for the RAG pipeline covering OpenAI and Bedrock ([#2213](https://github.com/opensearch-project/ml-commons/pull/2213))
+
+### Bug Fixes
+* fix error code when executing agent ([#2120](https://github.com/opensearch-project/ml-commons/pull/2120))
+* fix npe when executing agent with empty parameter ([#2145](https://github.com/opensearch-project/ml-commons/pull/2145))
+* fix delete model cache on macOS causing model deploy fail with model ([#2180](https://github.com/opensearch-project/ml-commons/pull/2180))
+* adding BWC for connector config field ([#2184](https://github.com/opensearch-project/ml-commons/pull/2184))
+* Fix onnx dep ([#2198](https://github.com/opensearch-project/ml-commons/pull/2198))
+* update the response code to 404 when deleting a memory ([#2212](https://github.com/opensearch-project/ml-commons/pull/2212))
+* Fix model enable flag not loading ([#2221](https://github.com/opensearch-project/ml-commons/pull/2221))
+* updating ml_connector schema version ([#2228](https://github.com/opensearch-project/ml-commons/pull/2228))
+* fix json error ([#2234](https://github.com/opensearch-project/ml-commons/pull/2234))
+* update remote model auto deploy tests in predict runner ([#2237](https://github.com/opensearch-project/ml-commons/pull/2237))
+
+### Documentation
+* Add Cohere Chat blueprint with RAG ([#1991](https://github.com/opensearch-project/ml-commons/pull/1991))
+* add tutorial for semantic search with byte quantized vector and Cohere embedding model ([#2127](https://github.com/opensearch-project/ml-commons/pull/2127))
+* add tutorial for rerank pipeline with Cohere rerank model ([#2134](https://github.com/opensearch-project/ml-commons/pull/2134))
+* add tutorial for chatbot with rag ([#2141](https://github.com/opensearch-project/ml-commons/pull/2141))
+* add tutorial for building your own chatbot ([#2144](https://github.com/opensearch-project/ml-commons/pull/2144))
+* add tutorial for CFN template integration ([#2161](https://github.com/opensearch-project/ml-commons/pull/2161))
+* fix cohere chat blueprint ([#2167](https://github.com/opensearch-project/ml-commons/pull/2167))
+* add demo notebook for creating connector ([#2192](https://github.com/opensearch-project/ml-commons/pull/2192))
+* enhance connector helper notebook to support 2.9 ([#2202](https://github.com/opensearch-project/ml-commons/pull/2202))
+
+
+### Maintenance
+* Updates sample cert and admin keystore ([#2143](https://github.com/opensearch-project/ml-commons/pull/2143))
+* Bump common-compress package to fix CVE ([#2186](https://github.com/opensearch-project/ml-commons/pull/2186))
+* Suppress removal AccessController in java.security has been deprecated and marked for removal ([#2195](https://github.com/opensearch-project/ml-commons/pull/2195))
+
+### Refactoring
+* refactor memory logs ([#2121](https://github.com/opensearch-project/ml-commons/pull/2121))
+* parse tool input to map ([#2131](https://github.com/opensearch-project/ml-commons/pull/2131))
+
+
+
+