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Interesting! And it looks much sane compared to LangChain.

Question: do almost all LLM APIs have the same roles "user", "assistant", and "system"?

Thank you. Yes, almost all LLM APIs have the same roles. Let me know your thoughts once you try the project.

Gemini models don't have "system" roles.