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[Feature]: Add (Optional) LLM Support using {ellmer} #19

@DeepanshKhurana

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@DeepanshKhurana

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Description

Since we can now easily integrate LLMs with ellmer, it may be valuable to have a simple way to analyse logs with LLMs.

Problem

LLMs can help users reach a first dent or place to begin solving their issues. Of course, this mode has to be optional so organisations and people who do not want to use it can turn it off. We can leverage config.yml.

Proposed Solution

  • First of all, we must ensure we only pass error messages and warnings. The clean logs that are usually green have sensitive info often.
  • Second, since this feature is optional, it must be generalisable. We can leverage box and create a custom function call based on the provided LLMs.
  • Third, we must ensure the LLM result stays consistent. This can be done using prompt engineering.

Alternatives Considered

N/A

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