6 min readDevelopment
Function-Calling Fine-Tunes: Teaching a Small Model Your Tools
A practical guide to improving tool-use reliability in small models through function-calling fine-tuning and trace mining techniques.
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Function Calling
Read 3 articles on Function Calling by Ashish Srivastava — practical guides covering implementation patterns, security, and production lessons.
3 posts
8 min readBackend
Function Calling vs Structured Output: Choosing an Interface
Explore the differences between function calling and structured output. Learn how to select the optimal interface for backend developers and API designers.
6 min readDevelopmentFeatured
The Tool-Calling Loop, Implemented From Scratch
Implementing a tool-calling loop from scratch reveals the mechanics behind AI agents. This guide covers function calling, message history, and the core agent loop.
Part 2 · Building AI Agents