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Google ADK配置错误导致LLM工具滥用

一位开发者在使用Google的Agent Development Kit (ADK) 和 Google Cloud Vertex AI 时遇到了一个重大问题。问题源于模型请求的配置结构不正确,具体来说是将工具定义放在了`generationConfig`内,而不是顶层请求参数中。这导致模型无法访问其工具,并自信地从现有知识中进行响应,没有任何错误消息或异常。开发者详细说明了修复方法,包括将六个顶层字段与属于`generationConfig`的其他字段正确分开,并指出某些字段是客户端特定的,不应发送到服务器。 AI

影响 强调了配置LLM工具时潜在的陷阱,并强调了在代理开发中精确处理参数的必要性。

排序理由 该条目描述了在使用特定AI开发工具和平台时遇到的一个具体技术问题及其解决方案。

在 dev.to — LLM tag 阅读 →

AI 生成摘要 · Google Gemini · 来自 1 个来源。 我们如何撰写摘要 →

Google ADK配置错误导致LLM工具滥用

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  1. dev.to — LLM tag TIER_1 Deutsch(DE) · Emmanuel Pierre Nnawuogo "Chuks" ·

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    <p>I spent most of a day last week arguing with a prompt.</p> <p>The agent had five tools. It used none of them. It answered from memory instead,<br /> politely and confidently, like a student who had not done the reading and was<br /> hoping nobody would ask.</p> <p>The prompt w…