模型 / NAVIN RESEARCH
Reliable Function Calling With Mistral Models
Build a provider adapter, validate arguments, and test tool selection with official Mistral capabilities.
Build a provider adapter, validate arguments, and test tool selection with official Mistral capabilities.
简要回答: Function calling lets a model request application functions; it does not execute or authorize them. Define narrow tools, parse the returned call, validate against schema and permissions, execute in trusted code, and return a compact result for the next model turn.
实施步骤
- Choose a current model documented to support the required capability.
- Give every function a distinct purpose and strict parameter schema.
- Validate and authorize before execution.
- Handle multiple calls, tool errors, and no-call responses explicitly.
验证清单
- Test neighboring tools with similar names.
- Inject invalid and extra parameters.
- Confirm retries do not duplicate writes.
常见错误
- Executing model-generated JSON directly.
- Mixing secrets into tool descriptions.
- Assuming every model family supports identical tool behavior.
实际决策
先交付能够通过上述检查的最小设计。记录测试中使用的模型、提示词、工具、数据集与运行时版本，让后续变化可以被比较而不是被猜测。依赖供应商的限制、模型名称、价格或预览功能之前，请重新检查链接文档；这些细节变化往往快于本文的工程原则。
