Articles tagged: tool use

16 articles

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...

Ranking AI agent configurations by average score can be misleading. Learn why this metric hides critical failures and discover better eval...

The ReAct loop combines reasoning and acting to enable AI agents to solve complex tasks iteratively. By alternating between thought, actio...

Discover why top-performing AI agents rely on minimalistic design, clear prompts, and smart tool use instead of complex architectures. Sim...

Learn how to transform a local large language model into a powerful agent by integrating external tools like web search, APIs, and code ex...

Explore how Nvidia’s new open-source framework challenges SWE-bench dominance. Learn to test AI models with Mythos and Fable for real-worl...

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

Learn how to evaluate open-source AI agents for autonomy and task completion using custom benchmarks. A practical guide for researchers an...

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

Agentic Resource Discovery empowers AI agents to autonomously search, evaluate, and retrieve resources like APIs, datasets, or tools. This...

Discover how a simple request-response protocol transformed our chaotic multi-agent system into a clean, scalable architecture. Learn prac...