MATLAB AI Agent SDK
MATLAB AI Agent SDK lets you build and run AI agents in MATLAB.
- Create agents based on OpenAI®, Ollama™, or OpenAI-compatible APIs.
- Integrate LLMs and agentic workflows into your workflows in a targeted manner, retaining deterministic workflows when those are more suitable.
- Let your agent work on large amounts of data without needing to send the data to the LLM.
This SDK is a Research Preview under active development and APIs may change.
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I build this personal project using this SDK. This is a minimalist AI agent buit in MATLAB that runs on a local LLM:
- no API key
- no token cost
- everything stays local.
I read somewhere: “Agents are just LLM + loop + tools.” - and i originally built it in MATLAB from scratch. With MATLAB AI Agent SDK, all the details of the agentic loop is handled with a single line of code:
response = run(bot, prompt);
I kept it very minimal, but it works surprisingly well for a toy project.
The best way to learn how AI agents work is to tinker with it, and hopefully you can check it out and build your own.
Awesome work! I want to use this with my Adpative Filter Design project. Thanks for sharing.
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