> ## Documentation Index
> Fetch the complete documentation index at: https://docs.deepinfra.com/llms.txt
> Use this file to discover all available pages before exploring further.

# AutoGen

> Build multi-agent LLM applications with AutoGen using DeepInfra endpoints.

[AutoGen](https://github.com/microsoft/autogen) is a framework for building LLM applications with multiple agents that converse to solve tasks. It works with DeepInfra via the OpenAI-compatible API.

## Installation

```bash theme={null}
pip install pyautogen
```

## Configuration

Point AutoGen at the DeepInfra endpoint using `base_url`:

```python theme={null}
import autogen

config_list = [
    {
        "model": "deepseek-ai/DeepSeek-V3",
        "base_url": "https://api.deepinfra.com/v1/openai",
        "api_key": "<your DeepInfra API key here>"
    }
]

llm_config = {"config_list": config_list, "seed": 42}

assistant = autogen.AssistantAgent("assistant", llm_config=llm_config)
user_proxy = autogen.UserProxyAgent("user_proxy", code_execution_config={"work_dir": "coding"})
user_proxy.initiate_chat(assistant, message="What time is it right now?")
```

You can use any [OpenAI-compatible LLM](https://deepinfra.com/models/text-generation) from DeepInfra.

## How it works

In the example above, two agents converse to solve the task:

1. The **assistant** agent generates a Python code snippet to get the current time
2. The **user\_proxy** agent automatically detects and executes the code block
3. The result is sent back to the assistant, which summarizes it

Example output:

````text theme={null}
user_proxy (to assistant):

What time is it now?

--------------------------------------------------------------------------------
assistant (to user_proxy):

To get the current time, you can use the `datetime` module in Python...

```python
import datetime
current_time = datetime.datetime.now()
print(current_time.strftime("%I:%M %p"))
```

--------------------------------------------------------------------------------
user_proxy (to assistant):

exitcode: 0 (execution succeeded)
Code output:
02:20 PM

--------------------------------------------------------------------------------
assistant (to user_proxy):

The current time is 02:20 PM.
````