֎ Using Composio With OpenAI

Integrate Composio with OpenAI Assistants to let them seamlessly interact with external apps

Star A Repository on Github

In this example, we will use OpenAI Assistant to star a repository on Github using Composio Tools

1. Install Packages

   Python

   pip install composio-openai openai
   
2. Import Libraries & Initialize ComposioToolSet & LLM

   Python

   from openai import OpenAI
   from composio_openai import ComposioToolSet, Action
   
   openai_client = OpenAI()
   composio_toolset = ComposioToolSet()
   
3. Connect Your GitHub Account

   You need to have an active GitHub Integration. Learn how to do this here

   CLI

   composio login
   composio add github
   

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

4. Get All Github 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

   tools = composio_toolset.get_tools(apps=[App.GITHUB])
   
5. Define the Assistant

   Python

   assistant_instruction = "You are a super intelligent personal assistant"
   
   assistant = openai_client.beta.assistants.create(
     name="Personal Assistant",
     instructions=assistant_instruction,
     model="gpt-4-turbo-preview",
     tools=tools,
   )
   
   thread = openai_client.beta.threads.create()
   my_task = "Star a repo composiohq/composio on GitHub"
   message = openai_client.beta.threads.messages.create(thread_id=thread.id,role="user",content=my_task)
   
   run = openai_client.beta.threads.runs.create(thread_id=thread.id,assistant_id=assistant.id)
   
   response_after_tool_calls = composio_toolset.wait_and_handle_assistant_tool_calls(
       client=openai_client,
       run=run,
       thread=thread,
   )
   
6. Execute the Agent

   Python

   print(response_after_tool_calls)