Articles tagged: structured outputs

5 articles

AI agents

Deploy Local Agents Everywhere with LFM2.5-2.6B

Discover how LFM2.5-2.6B enables lightweight, privacy-preserving AI agents on edge devices. This compact model delivers strong reasoning a...

Aug 5, 202611 min
AI tools

Pydantic + OpenAI: The Cleanest Way to Get Structured Outputs from LLMs

Learn how to combine Pydantic models with OpenAI's API to reliably extract structured, validated data from LLM responses—eliminating parsi...

Jul 17, 20268 min
AI agents

Tail Control: The Counterintuitive Engineering of Reliable Agentic Workflows

Reliable AI agents often fail due to over-engineering the 'head' (reasoning). Tail control flips this: by constraining the agent's actions...

Jun 29, 20268 min
Guides

Structured Outputs with LLMs: JSON Mode, Function Calling, and When to Use Each

Learn how to get structured data from large language models using JSON mode and function calling. This guide compares both approaches with...

Jun 19, 20268 min
AI agents

You Probably Don’t Need an Agent Framework

Many developers rush to adopt complex agent frameworks, but often a simple loop with an LLM suffices. This article explains when to skip t...

Jun 18, 20265 min