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Large Language Models (LLMs) with MATLAB lets you connect to large language model APIs using MATLAB®.

You can connect to:

• OpenAI® Chat Completions API — For example, connect to ChatGPT™.
• OpenAI Images API — For example, connect to DALL·E™.
• Azure® OpenAI Service — Connect to OpenAI models from Azure.
• Ollama™ — Connect to models locally or nonlocally.

Using this add-on, you can:

• Generate responses to natural language prompts.
• Manage chat history.
• Generate JSON-formatted and structured output.
• Use tool calling.
• Call external tools provided by MCP servers (requires the MATLAB MCP HTTP Client add-on).
• Generate, edit, and describe images.

For more information about the features in this add-on, see the documentation in thedoc directory.

Using this add-on requires MATLAB R2024a or newer.

You can use the add-on in MATLAB Online™ by clicking this link:

In MATLAB Online, you can connect to OpenAI and Azure. To connect to Ollama, use an installed version of MATLAB and install the add-on using the Add-On Explorer or by cloning the GitHub™ repository.

The recommended way of using the add-on on an installed version of MATLAB is to use the Add-On Explorer.

1. In MATLAB, go to theHome tab, and in theEnvironment section, click theAdd-Ons icon.
2. In the Add-On Explorer, search for "Large Language Models (LLMs) with MATLAB".
3. SelectInstall.

For more information about how to connect to the different APIs from MATLAB, including installation requirements, see:

• OpenAI
• Azure OpenAI Service
• Ollama

• Process Generated Text in Real Time by Using ChatGPT in Streaming Mode
• Process Generated Text in Real Time by Using Ollama in Streaming Mode
• Summarize Large Documents Using ChatGPT and MATLAB (requires Text Analytics Toolbox™)
• Create Simple ChatBot (requires Text Analytics Toolbox)
• Create Simple Ollama ChatBot (requires Text Analytics Toolbox)

• Solve Simple Math Problem Using AI Agent
• Fit Polynomial to Data Using AI Agent (requires Curve Fitting Toolbox™)

• Analyze Scientific Papers Using ChatGPT Function Calls
• Analyze Text Data Using Parallel Function Calls with ChatGPT
• Analyze Text Data Using Parallel Function Calls with Ollama

• Analyze Sentiment in Text Using ChatGPT and Structured Output

• Retrieval-Augmented Generation Using ChatGPT and MATLAB (requires Text Analytics Toolbox)
• Retrieval-Augmented Generation Using Ollama and MATLAB (requires Text Analytics Toolbox)

• Describe Images Using ChatGPT
• Using DALL·E To Edit Images
• Using DALL·E To Generate Images

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

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