MATLAB AI Agent SDK is a framework that provides capabilities for developing custom AI agents directly in MATLAB.
With MATLAB AI Agent SDK, you can:
- Create domain-specific agents that use your MATLAB code, apps, simulations, and APIs as tools
- Connect to local or externally hosted LLMs, and switch models as your requirements change
- Control agents by defining which tools the agents call, how tasks run, and how outputs are handled
Connect LLM Reasoning with MATLAB Algorithms
Combine LLM reasoning with validated MATLAB algorithms and toolboxes. MATLAB AI Agent SDK enables you to build agents that interpret goals and plan workflows using an LLM. By grounding agent actions in established and validated engineering and scientific methods, you can reduce hallucinations, incorporate engineering constraints, and automate complex workflows with greater confidence.
Build AI Agents with Control and Transparency
Develop agents that integrate directly with your existing workflows in MATLAB. Control agent behavior, including tool usage, execution steps, and human checkpoints. Gain visibility into which tools the agents call, how they handle errors, and make decisions.
Applications
Build domain-specific AI agents to orchestrate multi-step workflows, answer end-user queries, and autonomously run analyses. Use MATLAB AI Agent SDK to build an agentic RAG application or for signal integrity analysis (with Signal Integrity Toolbox), or for design optimization (with Simscape and Optimization Toolbox).
Download the MATLAB AI Agent SDK Support Package
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