ml-commons

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add config field in MLToolSpec for static parameters

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### Description Add config field in MLToolSpec to support static parameters in tool execution. ### Related Issues https://github.com/opensearch-project/ml-commons/issues/2836 https://github.com/opensearch-project/ml-commons/issues/2918 ### Check List - [ ] New functionality includes testing. -...

jngz-es

[FEATURE] Introduce Template Query to OpenSearch

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### Problem Statement: When using search request processors, users need to send an initial search request with properly constructed query builders. However, if the initial request fails to meet the...

mingshl

### Description Depending on the GitHub CI workflow executes it will invoke ./gradlew build which will run tests on random parameters every time, there are local-code's that will break a...

brianf-aws

[ML Inference Search Processors] Always return list when using dollar symbol in input_maps

1

### Description fixing https://github.com/opensearch-project/ml-commons/issues/2974 by adding a helpful method `getMappedInputFromObject` when reading search query/ search response _source document, * Retrieves the mapped input value from the object based on the...

mingshl

[RFC] Support pass query string to add in model input in ml inference search response processor

5

## Summary Currently, the ML inference search response processor allows passing document fields as input to the machine learning model. However, in certain use cases, such as re-ranking, it is...

mingshl

[BUG] Race Condition when running multiple integ tests invoking EncryptorImpl.encrypt early

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**What is the bug?** > What we have is a race condition: > 1. When the first test starts it creates a (local) ML Config index (which isn't needed) >...

dbwiddis

[META] ML Inference Processor Flexibility Enhancements

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**Is your feature request related to a problem?** - [ ] Currently, search response processor can add prediction results to new fields to extensions. Try to enable option to save...

mingshl

Filter out remote model auto redeployment

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### Description Currently, ml-commons supports remote model auto deployment when first prediction request comes, so in MLModelAutoRedeplyer remote model auto redeployment can be filtered out. ### Related Issues NA ###...

zane-neo

### Description Removes the ability to change the value of the mutiTenancy setting: it must be initialized in `opensearch.yml`. Two other small changes: - When multiTenancy was false (which is...

dbwiddis

### Description Add tutorial for RAG of OpenAI and bedrock ### Related Issues Resolves #[Issue number to be closed when this PR is merged] ### Check List - [ ]...

ylwu-amzn