֎ Using Composio With OpenAI

Star A Repository on Github

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

Install Packages

$ pip install composio-openai openai

Import Libraries & Initialize ComposioToolSet & LLM

1 from openai import OpenAI
2 from composio_openai import ComposioToolSet, Action
3 
4 openai_client = OpenAI()
5 composio_toolset = ComposioToolSet()

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.

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

1 tools = composio_toolset.get_tools(apps=[App.GITHUB])

Define the Assistant

1 assistant_instruction = "You are a super intelligent personal assistant"
2 
3 assistant = openai_client.beta.assistants.create(
4   name="Personal Assistant",
5   instructions=assistant_instruction,
6   model="gpt-4-turbo-preview",
7   tools=tools,
8 )
9 
10 thread = openai_client.beta.threads.create()
11 my_task = "Star a repo composiohq/composio on GitHub"
12 message = openai_client.beta.threads.messages.create(thread_id=thread.id,role="user",content=my_task)
13 
14 run = openai_client.beta.threads.runs.create(thread_id=thread.id,assistant_id=assistant.id)
15 
16 response_after_tool_calls = composio_toolset.wait_and_handle_assistant_tool_calls(
17     client=openai_client,
18     run=run,
19     thread=thread,
20 )

Execute the Agent

1 print(response_after_tool_calls)

1	from openai import OpenAI
2	from composio_openai import ComposioToolSet, Action
3
4	openai_client = OpenAI()
5	composio_toolset = ComposioToolSet()

1	assistant_instruction = "You are a super intelligent personal assistant"
2
3	assistant = openai_client.beta.assistants.create(
4	name="Personal Assistant",
5	instructions=assistant_instruction,
6	model="gpt-4-turbo-preview",
7	tools=tools,
8	)
9
10	thread = openai_client.beta.threads.create()
11	my_task = "Star a repo composiohq/composio on GitHub"
12	message = openai_client.beta.threads.messages.create(thread_id=thread.id,role="user",content=my_task)
13
14	run = openai_client.beta.threads.runs.create(thread_id=thread.id,assistant_id=assistant.id)
15
16	response_after_tool_calls = composio_toolset.wait_and_handle_assistant_tool_calls(
17	client=openai_client,
18	run=run,
19	thread=thread,
20	)