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[Feedback] GitLab Duo Self-Hosted Root Cause Analysis

GitLab 17.10 released with GitLab Duo Self-Hosted for Root Cause Analysis available in beta.

This issue is to provide feedback on GitLab Duo Self-Hosted Root Cause Analysis. This feature enables self-managed customers to leverage Gitlab Duo Root Cause Analysis on-prem, or from within a supported private cloud environment.

The following GitLab-supported large language models (LLMs) are supported for beta

  • Fully compatible: The model can likely handle the feature without any loss of quality.
  • Largely compatible: The model supports the feature, but there might be compromises or limitations.
  • Not compatible: The model is unsuitable for the feature, likely resulting in significant quality loss or performance issues.
Model Family Model Supported Platforms
Mistral Mistral 7B-it v0.3 vLLM
Mistral Mixtral 8x7B-it v0.1 vLLM, AWS Bedrock
Mistral Mixtral 8x22B-it v0.1 vLLM
Claude 3 Claude 3.5 Sonnet AWS Bedrock
GPT GPT-4 Turbo Azure OpenAI
GPT GPT-4o Azure OpenAI
GPT GPT-4o-mini Azure OpenAI

Asks

Please leave feedback about this feature. We're interested in learning what concerns you have or the impacts you see. The below are some suggested areas for feedback, but any feedback at all is appreciated.

  • What models and model platform are you using to support GitLab Duo Self-Hosted for Root Cause Analysis
  • What models or model platforms would you love to see added?
  • How was the process for setting up GitLab Duo Self-Hosted for Root Cause Analysis on your environment?
  • What is working and not working for your organization?
Edited by Susie Bitters