agent memory and knowledge

1 articles · 7 co-occurring · 0 contradictions · 0 briefs

Addresses how agents access domain knowledge (APIs, documentation). Proposes leveraging model's pre-trained knowledge of access patterns rather than teaching new ones.

Related concepts

tool use architecture 1 tool integration patterns 1 retrieval augmented generation 1 rag limitations 1 performance optimization 1 natural language interfaces 1 context window optimization 1

Evidence chain (1 articles, showing 1)

@shao__meng: @arlanr 指出，AI 写代码时出现幻觉，根源不在于模型能力不足，而在于训练数据滞后——API 每天都在变更，而模型的知识停留在数月甚至数年前。 example_of

Addresses how agents access domain knowledge (APIs, documentation). Proposes leveraging model's pre-trained knowledge of access patterns rather than teaching new ones.

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