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[ai] Include additional marimo knowledge base in the LLM context #4151

Description

@mscolnick

Description

Feedback from #4150

If the knowledge base of marimo isn't used under the hood, that would be a great opportunity. The chatbot seems to now about marimo, so perhaps you already apply a RAG approach with your docs, discord messages and github issues

Suggested solution

Ideally not RAG.

  • Could be including basic API signatures (either all or a subset based off regex).
  • Could include the marimo runtime rules (cycles, re-definitions, accessing .value)
  • Could include popular patterns (run button)

Alternative

LLMs get better each day, we can just wait until it's good enough without additional context / train on our docs.

Additional context

No response

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