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llm: Fix chat_llm for OpenAI model #902

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This PR fixes the OpenAI model's chat_llm logic to preserve prompt history for each LLM chat.

Signed-off-by: Arthur Chan <arthur.chan@adalogics.com>
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/gcbrun exp -n ascc-pr-902-1 -m vertex_ai_gemini-1-5 -i -b comparison

@arthurscchan arthurscchan marked this pull request as ready for review March 20, 2025 09:40
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Follow up for chat_llm implementation comments in #807.

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@DavidKorczynski DavidKorczynski left a comment

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Can you please coordinate this with #814 ? I'm not sure if there is now duplicate logic being proposed.

@arthurscchan arthurscchan marked this pull request as draft March 21, 2025 02:49
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