ml-commons

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### Description It's about improving test coverage progress for the class [MLModelManager](https://github.com/opensearch-project/ml-commons/blob/main/plugin/src/main/java/org/opensearch/ml/model/MLModelManager.java) ### Related Issues https://github.com/opensearch-project/ml-commons/issues/1440 ### Check List - [x] New functionality includes testing. - [x] New functionality has...

Yerzhaisang

Add Tutorials for Amazon Rekognition

1

### Description Add Tutorials for Amazon Rekognition ### Check List - [ ] New functionality includes testing. - [ ] New functionality has been documented. - [ ] API changes...

mingshl

run auto deploy remote model in partially deployed status

1

### Description Currently the remote model auto-deploy only happens when the model is not deployed at all, by checking the running worker nodes == 0. But in some edge cases,...

Zhangxunmt

**Is your feature request related to a problem?** Following up on https://github.com/opensearch-project/ml-commons/issues/2891, I’d like to request support for the [asynchronous batch ingestion API](https://opensearch.org/docs/latest/ml-commons-plugin/api/async-batch-ingest/) to handle embedding ingestion after inference is...

heemin32

[BUG] Standalone Connector update (Within a model update) message is misleading

1

**What is the bug?** Context: While updating a connector attached to a model via a model id, the message that appears is false even when the field does not exist...

brianf-aws

[Release 3.0] Planned Breaking Changes for 3.0 in Plugin

1

[Release 3.0] Planned Breaking Changes for 3.0 in Plugin As mentioned in this [META Issue](https://github.com/opensearch-project/opensearch-build/issues/5243), we want to track and increase transparency around the breaking changes planned for the 3.0...

peterzhuamazon

[FEATURE] Add prior internal context to Chain of Thought for RAG

2

**Is your feature request related to a problem?** I'm trying to create a Chatbot experience using the [tutorials online in OpenSearch](https://opensearch.org/docs/latest/ml-commons-plugin/tutorials/build-chatbot/). The memory system seems to only hold the "final...

derrike

[META] Streaming Model/Agent prediction/execution APIs

2

**Is your feature request related to a problem?** The meta issue to track the streaming feature progress. **What solution would you like?** - [ ] Model predict rest api based...

jngz-es

### Description Add langfuse blueprint to ml-commons documentation. Thanks @jngz-es for helping with the basic authentication configuration. ### Check List - [ ] New functionality includes testing. - [ ]...

mingshl

[FEATURE]Release Asynmetric Model from Opensearch Model Server

5

**Is your feature request related to a problem?** Currently ML-Commons support Asymmetric embedding for models. [Example Blue print PR](https://github.com/opensearch-project/ml-commons/pull/3258) But in the blue print, if you notice, we need to...

dhrubo-os