ml-commons
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opensearch-project
ml-commons provides a set of common machine learning algorithms, e.g. k-means, or linear regression, to help developers build ML related features within OpenSearch.
**Is your feature request related to a problem?** ##### Background A flow agent is configured with a set of tools that it runs in order. The agent coordinates the tools...
**Describe the bug** When i follow the [steps](https://docs.aws.amazon.com/opensearch-service/latest/developerguide/ml-external-connector.html) to add a external connector i always get a 502. Here is a sample of a post i put in the dev...
As the machine learning capabilities in OpenSearch continue to expand, it has become increasingly common for users to leverage their own models to fulfill custom requirements. While `ml-commons` provides a...
**What is the bug?** ML Commons: We have been seeing a bug on deploy/undeploy model due to Windows holding folder access while OpenSearch process is running. - This is only...
**What is the bug?** MLModelTool outputParser reads key "response" from dataAsMap object. However, with prompt engineering if the output is the model execution output is forced to follow JSON object...
**Is your feature request related to a problem?** Connector setup: ```json { "name": "claude connector", "description": "The connector for claude model", "version": 1, "protocol": "aws_sigv4", "parameters": { "region": "us-east-1", "service_name":...
I'm wondering if there is a plan to deploy on ANE https://machinelearning.apple.com/research/neural-engine-transformers This year at WWDC 2022, Apple is making available an open-source reference [PyTorch](https://pytorch.org/) implementation of the Transformer architecture,...
**Is your feature request related to a problem?** `client_config` is a critical parameter in connector which controls the concurrency of async requests, timeout etc [code](https://github.com/opensearch-project/ml-commons/blob/94a113da8a2d1e28a84ba7a422b43287ac00448e/ml-algorithms/src/main/java/org/opensearch/ml/engine/algorithms/remote/AwsConnectorExecutor.java#L66-L69). If this parameter is not...
**Is your feature request related to a problem?** Today, the ML stats API only has total connector count metric, it doesn't report detailed connector invocation metrics. And the algorithm stats...
### Describe the bug Hi, I have setup the opensearch cluster to run on single instance. I have created the embedding model and setup the pipeline to do the text-embedding...
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ml-commons provides a set of common machine learning algorithms, e.g. k-means, or linear regression, to help developers build ML related features within OpenSearch.