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сообщение · 2026-05-13 15:41 UTC
其他的不提, 古法 rag 是需要人肉编写让 rag 系统先向量查询(或先查询改写再向量查询)知识库然后插入上下文,再像模型提问, 而现在直接让 llm 自己调用搜索工具就可以了, ai agent 甚至连搜索工具都不用,让它自己访问文件系统(和 shell)就行。

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