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OpenAI

OpenAI's API and models are fully supported in AG2. You will need an OpenAI account and to create an API key. See their website for further details.

Installation#

Warning

From version 0.8: The OpenAI package, openai, is not installed by default, install it with the openai extra as shown below.

pip install ag2[openai]

Tip

If you have been using autogen or pyautogen, all you need to do is upgrade it using: 

pip install -U autogen[openai]
or 
pip install -U pyautogen[openai]
as pyautogen, autogen, and ag2 are aliases for the same PyPI package.

LLM Configurations#

See the LLM Configuration for further details on setting an creating an LLM configuration.

The below example of an OAI_CONFIG_LIST shows how the OpenAI client class is used by specifying the api_type as openai.

[
    {
        "api_type": "openai",
        "model": "o1",
        "api_key": "your OpenAI Key goes here",
    },
    {
        "api_type": "openai",
        "model": "gpt-4o-mini",
        "api_key": "your OpenAI Key goes here",
    },
    {
        "api_type": "openai",
        "model": "gpt-4o-mini",
        "api_key": "your OpenAI Key goes here",
    }
]

As an alternative to the api_key key and value in the config, you can set the environment variable OPENAI_API_KEY to your OpenAI key.

Linux/Mac: 

export OPENAI_API_KEY="your_openai_api_key_here"

Windows: 

set OPENAI_API_KEY=your_openai_api_key_here

Examples#

See the ConversableAgent example in our Basic Concepts documentation to see OpenAI's LLMs in use.