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Large Language Models (LLMs) with MATLAB

Open in MATLAB Online View Large Language Models (LLMs) with MATLAB on File Exchange

This repository contains code to connect MATLAB® to the OpenAI® Chat Completions API (which powers ChatGPT™), OpenAI Images API (which powers DALL·E™), Azure® OpenAI Service, and both local and nonlocal Ollama™ models. This allows you to leverage the natural language processing capabilities of large language models directly within your MATLAB environment.

Requirements

MathWorks Products (https://www.mathworks.com)

  • Requires MATLAB release R2024a or newer.
  • Some examples require Text Analytics Toolbox™.

3rd Party Products:

  • For OpenAI connections: An active OpenAI API subscription and API key.
  • For Azure OpenAI Services: An active Azure subscription with OpenAI access, deployment, and API key.
  • For Ollama: An Ollama installation.

Setup

See these pages for instructions specific to the 3rd party product selected:

MATLAB Online

To use this repository with MATLAB Online, click Open in MATLAB Online

MATLAB Desktop

To use this repository with a local installation of MATLAB, first clone the repository.

  1. In the system command prompt, run:

    git clone https://github.com/matlab-deep-learning/llms-with-matlab.git
  2. Open MATLAB and navigate to the directory where you cloned the repository.

  3. Add the directory to the MATLAB path.

    addpath('path/to/llms-with-matlab');

Examples

To learn how to use this in your workflows, see Examples.

License

The license is available in the license.txt file in this GitHub repository.

Community Support

MATLAB Central

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