Articles tagged: tool use

12 articles

AI agents

From Local LLM to Tool-Using Agent

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

Jun 26, 20268 min
Guides

Testing Mythos and Fable: Moving Beyond SWE-bench with Nvidia’s Open Contender

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

Jun 20, 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 research

Is it agentic enough? Benchmarking open models on your own tooling

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

Jun 18, 20269 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
AI agents

Agentic Resource Discovery: Let Agents Search

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

Jun 18, 20267 min
AI agents

The Protocol That Cleaned Up Our Agent Architecture

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

Jun 15, 20267 min
AI agents

Agentic AI / Generative AI

A clear and practical article about artificial intelligence for a professional audience.

Jun 8, 20266 min
AI agents

The Open Source Community is backing OpenEnv for Agentic RL

A clear and practical article about artificial intelligence for a professional audience.

Jun 8, 20268 min
AI agents

Harness, Scaffold, and the AI Agent Terms Worth Getting Right

A clear and practical article about artificial intelligence for a professional audience.

Jun 7, 20266 min
AI agents

Beyond LLMs: Why Scalable Enterprise AI Adoption Depends on Agent Logic

A clear and practical article about artificial intelligence for a professional audience.

Jun 7, 20264 min
AI tools

Introducing LangChain Labs

A clear and practical article about artificial intelligence for a professional audience.

Jun 6, 202612 min