Using Composio With Autogen

Star A Repository on GitHub

In this example, we will use Autogen Agent to star a repository on GitHub using Composio Tools

1

Install Packages

Python
$pip install composio-autogen
2

Import Libraries & Initialize ComposioToolSet & LLM

Python
1from autogen import AssistantAgent, UserProxyAgent
2from composio_autogen import ComposioToolSet, App
3
4toolset = ComposioToolSet(api_key="<your-composio-api-key>")
5llm_config = {
6    "config_list": [
7        {
8            "model": "gpt-4o-mini",
9            "api_key": "<your-api-key>",
10        }
11    ]
12}
3

Connect Your GitHub Account

You need to have an active GitHub Integration. Learn how to do this here
$composio login 
>composio add github

Don’t forget to set your COMPOSIO_API_KEY and OPENAI_API_KEY in your environment variables.

4

Define the Assistant & resigter the tools

You can get all the tools for a given app as shown below, but you can get specific actions and filter actions using usecase & tags. Learn more here

Python
1chatbot = AssistantAgent(
2    "chatbot",
3    system_message="Reply TERMINATE when the task is done or when user's content is empty",
4    llm_config=llm_config,
5)
6
7user_proxy = UserProxyAgent(
8    name="User",
9    is_termination_msg=lambda x: x.get("content", "")
10    and "TERMINATE" in x.get("content", ""),
11    human_input_mode="NEVER",
12    code_execution_config={"use_docker": False},
13)
14
15toolset.register_tools(apps=[App.GITHUB], caller=chatbot, executor=user_proxy)
5

Run the Agent

Python
1task = "Star a repo composiohq/composio on GitHub"
2response = user_proxy.initiate_chat(chatbot, message=task)
3print(response.chat_history)
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