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January 22, 2025 20:26
…ut format in risk_analyzer and pattern_extraction
…d critic agent to use new LLM client. Fixed some minor problems in prompt and dataloader. Ran main succesfully and got good logs.
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改了 LLM 配置，更加 modularized, configurable，后续会把本地运行模型的配置也加进去，然后还想把 agent 的模型配置提到 main 函数统一配置后再传参给 class。
同时，OpenAI model 使用了 response_format来规定 API 返回格式，避免了很多麻烦，也让 agent 更 robust。按照不同agent 需要的不同输出格式去设计pydantic class, 保证返回对象符合要求格式。
配置了 logging，充分观察每一个 agent 行为以及迭代过程。
优化了 dataloader， prompt，以及代码架构，使得项目可构建。