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by nyellin 721 days ago
Most of the cli tools just wrap an LLM, but don't give it access to the data it needs to be useful. Aider is an exception of course - it gives great results because it feeds the LLM your source files.

We built http://github.com/robusta-dev/holmesgpt/ to investigate Prometheus/Jira/PagerDuty issues. We're able to get pretty good results (we benchmark extensively) because we use function-calling to give the LLM read acess to relevant data. I think we're the only open source AIOps tool, and the only AIOps tool period that does something more complex than RAG + summarization.