Large Language Models (LLMs) with MATLAB

Connect MATLAB to Ollama™ (for local LLMs), OpenAI® Chat Completions API (which powers ChatGPT™), and Azure® OpenAI Services
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Updated 9 Jul 2024

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 local 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: A local Ollama installation. Currently, only connections on localhost are supported, i.e., Ollama and MATLAB must run on the same machine.

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

Copyright 2023-2024 The MathWorks, Inc.

Cite As

MathWorks Text Analytics Toolbox Team (2024). Large Language Models (LLMs) with MATLAB (https://github.com/matlab-deep-learning/llms-with-matlab), GitHub. Retrieved .

MATLAB Release Compatibility
Created with R2024a
Compatible with any release
Platform Compatibility
Windows macOS Linux

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Versions that use the GitHub default branch cannot be downloaded

Version Published Release Notes
3.0.0

Added Azure and Ollama support

1.0.1

Updating image.

1.0.0

To view or report issues in this GitHub add-on, visit the GitHub Repository.
To view or report issues in this GitHub add-on, visit the GitHub Repository.