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| 1 | +## Version 2.15.0.0 Release Notes |
| 2 | + |
| 3 | +Compatible with OpenSearch 2.15.0.0 |
| 4 | + |
| 5 | +### Enhancements |
| 6 | +* add a connector blueprint for Amazon Comprehend APIs ([#2470](https://github.com/opensearch-project/ml-commons/pull/2470)) |
| 7 | +* add titan embeeding v2 to blueprint ([#2480](https://github.com/opensearch-project/ml-commons/pull/2480)) |
| 8 | +* Implementing retry for remote connector to mitigate throttling issue ([#2462](https://github.com/opensearch-project/ml-commons/pull/2462)) |
| 9 | +* Add connector tool ([#2516](https://github.com/opensearch-project/ml-commons/pull/2516)) |
| 10 | +* guardrails model support ([#2491](https://github.com/opensearch-project/ml-commons/pull/2491)) |
| 11 | +* ml inference ingest processor support for local models ([#2508](https://github.com/opensearch-project/ml-commons/pull/2508)) |
| 12 | +* add setting to allow private IP ([#2534](https://github.com/opensearch-project/ml-commons/pull/2534)) |
| 13 | + |
| 14 | + |
| 15 | +### Bug Fixes |
| 16 | +* hanlde the throttling error in the response header ([#2442](https://github.com/opensearch-project/ml-commons/pull/2442)) |
| 17 | +* fix memory CB bugs and upgrade UTs to compatible with core changes ([#2469](https://github.com/opensearch-project/ml-commons/pull/2469)) |
| 18 | +* fix error of ML inference processor in foreach processor ([#2474](https://github.com/opensearch-project/ml-commons/pull/2474)) |
| 19 | +* fix error message with unwrapping the root cause ([#2458](https://github.com/opensearch-project/ml-commons/pull/2458)) |
| 20 | +* adding immediate refresh to delete model group request ([#2514](https://github.com/opensearch-project/ml-commons/pull/2514)) |
| 21 | +* Fix model still deployed after calling undeploy API ([#2510](https://github.com/opensearch-project/ml-commons/pull/2510)) |
| 22 | + |
| 23 | + |
| 24 | +### Documentation |
| 25 | +* tutorial: generate embedding for arrays of object ([#2477](https://github.com/opensearch-project/ml-commons/pull/2477)) |
| 26 | +* Small fix in blueprint docs ([#2501](https://github.com/opensearch-project/ml-commons/pull/2501)) |
| 27 | +* Titan Embedding Connector Blueprint content referenced by users of OpenSearch 2.11 version ([#2519](https://github.com/opensearch-project/ml-commons/pull/2519)) |
| 28 | + |
| 29 | + |
| 30 | +### Infrastructure |
| 31 | +* add IT for flow agent with CatIndexTool ([#2425](https://github.com/opensearch-project/ml-commons/pull/2425)) |
| 32 | +* Remove strict version dependency to compile minimum compatible version ([#2486](https://github.com/opensearch-project/ml-commons/pull/2486)) |
| 33 | +* add IT flow agent with search index tool ([#2460](https://github.com/opensearch-project/ml-commons/pull/2460)) |
| 34 | +* fix flaky IT ([#2530](https://github.com/opensearch-project/ml-commons/pull/2530)) |
| 35 | + |
| 36 | +### Maintenance |
| 37 | +* Updating security reachout email ([#2445](https://github.com/opensearch-project/ml-commons/pull/2445)) |
| 38 | + |
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