Unverified90% confidenceFactTime unknown
OpenAI、Anthropic和Google的大模型对Tool Calling的描述格式要求各不相同,存在碎片化问题
1
Sources
90%
Confidence
Long-term
Relevance
6/3/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedFunction Calling的核心痛点是缺乏统一标准,不同模型提供商(OpenAI、Anthropic、Google等)的接口和格式存在差异,导致工具集成代码无法跨平台复用78% similarUnverifiedThe implementation details of Function Calling differ across model vendors (OpenAI, Anthropic, Google), and cross-platform compatibility is a common challenge in engineering practice.78% similarUnverifiedMainstream model providers including OpenAI, Anthropic, and Google all support tool-calling mechanisms, but the specific Schema specifications differ slightly75% similarUnverifiedOpenAI's and Anthropic's Tool Use protocol formats are not compatible with each other, and best practices for system prompts also differ.73% similarUnverified不同Provider对工具调用的消息格式存在差异:OpenAI将工具定义放在顶层tools字段并通过role:tool返回结果,Anthropic Claude使用tool_use和tool_result内容块,Google Gemini采用functionDeclarations和functionResponse73% similar
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