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How to declare reliable tools for OpenAI, Anthropic and Google

A practical guide to designing tools an LLM can discover, adapting them to any LLM provider, executing them safely, and protecting them with tests.

Gymnasia: architecture of an AI agent that runs on the phone

How the Gymnasia AI agent is built: a BYOK conversational coach with local tools and a food estimator that reads macros ...

Deep Research with LangGraph (3/3): the Writer agent and final report

Third and final part of the Deep Research with LangGraph series. Implement the Writer agent that drafts the final report...

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Gymnasia

LangGraph Deep Researcher

Tau

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maximofn@gmail.com

Machine Learning and AI specialist. I develop solutions with generative AI, intelligent agents and custom models.

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Tomorrow's Agents: Deciphering the Mysteries of Planning, UX and Memory

AI agents, powered by LLMs, promise to transform applications. But are they simple executors today or future intelligent collaborators? To reach their...

Create your own Apple intelligence

Learn to create an IA system to execute efficiently on a device

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Best practices building agents with Claude Code

Technical talk: skills, subagents, slash commands and MCPs in Claude Code

o1 prompt engineering

Create better prompts for o1 following an example

Memory profiler

See the memory usage of a script

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Use this locally

Hugging Face spaces allow us to run models with very simple demos, but what if the demo breaks? Or if the user deletes it? That's why I've created docker containers with some interesting spaces, to be able to use them locally, whatever happens. In fact, if you click on any project view button, it may take you to a space that doesn't work.