Analysis
This article highlights the critical importance of JSON schema design when building AI agents that utilize function calling. It emphasizes the need for robust validation and error handling to ensure reliability and prevent agents from entering infinite loops. The insights provide a valuable roadmap for developing more stable and effective AI systems.
Key Takeaways
- •Prioritize JSON schema design over prompt engineering for more stable agent behavior.
- •Implement a two-layer validation strategy: model-side and application-side.
- •Design robust error handling, including retry limits and fallback mechanisms, to prevent agent runaway.
Reference / Citation
View Original"The success or failure of Function Calling depends on schema design."