ml-commons

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This is a component issue for `2.15.0`. Coming from https://github.com/opensearch-project/opensearch-build/issues/4681. Please follow the following checklist. __Please refer to the DATES in that post__. How to use this issue ## This...

opensearch-trigger-bot[bot]

[AUTO] Increment version to 2.15.0-SNAPSHOT

1

- Incremented version to **2.15.0-SNAPSHOT**.

opensearch-trigger-bot[bot]

### Description Avoid race condition in sync up job to un-deploy expired models and refresh model states. Without this change, the sync up job sometimes sets wrong Model State after...

Zhangxunmt

[AUTOCUT] Integration Test failed for ml-commons: 2.14.0

31

The integration test failed at distribution level for component ml-commonsVersion: 2.14.0Distribution: tarArchitecture: arm64Platform: linuxPlease check the logs: https://build.ci.opensearch.org/job/integ-test/8107/display/redirect * Test-report manifest:* - https://ci.opensearch.org/ci/dbc/integ-test/2.14.0/9713/linux/arm64/tar/test-results/8107/integ-test/test-report.yml _Note: Steps to reproduce, additional logs and...

opensearch-ci-bot

[BUG] Neural search: 4xx error ingesting data with Sagemaker external model

38

**What is the bug?** I'm trying to use a model hosted in a Sagemaker endpoint in the same AWS Account as the Opensearch cluster to perform a Neural search. The...

tiagoshin

[RFC] ML Inference Processors

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### Problem statement Currently, there are different implementations of search processors/ingest processors that use a machine learning model, e.g, [TextEmbeddingProcessor](https://github.com/opensearch-project/neural-search/blob/main/src/main/java/org/opensearch/neuralsearch/processor/TextEmbeddingProcessor.java) for text-embedding models , [GenerativeQAResponseProcessor](https://github.com/opensearch-project/ml-commons/blob/main/search-processors/src/main/java/org/opensearch/searchpipelines/questionanswering/generative/GenerativeQAResponseProcessor.java) for large language models, [PersonalizeRankingResponseProcessor](https://github.com/opensearch-project/search-processor/blob/main/amazon-personalize-ranking/src/main/java/org/opensearch/search/relevance/transformer/personalizeintelligentranking/PersonalizeRankingResponseProcessor.java)...

mingshl

[FEATURE] Document MLClient API using spec files

2

**Is your feature request related to a problem?** As a downstream plugin, Flow Framework consumes the ML Commons API via its Client. As such, we are tightly coupled with the...

dbwiddis

[BUG] custom pre-processing function in ML connectors is returning `Invalid JSON in payload`

5

**What is the bug?** I am trying to deploy an ML model that connects to an external resource I am trying to write a pre-process function that will pass the...

toyaokeke

[FEATURE] Support the deployment of Small Language Models

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This is a feature request to deploy Small Language Models (SLM) (3b or 1b). SLMs are improving quickly and are becoming good choice for narrowed scope usecases. Examples can be...

asfoorial

[BUG] ML model not deployed error on neural search

5

**What is the bug?** While running bwc tests and integ tests, we are facing an issue of "ML model not deployed yet". Therefore, crashing neural search gradle check. We are...

vibrantvarun