🦜🔗 Using Composio With LangChain

Star A Repository on GitHub

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

Install Packages

$ pip install composio-langchain langchain_openai

Import Libraries & Initialize ComposioToolSet & LLM

1 from langchain.agents import create_openai_functions_agent, AgentExecutor
2 from langchain import hub
3 from langchain_openai import ChatOpenAI
4 from composio_langchain import ComposioToolSet, App
5 
6 llm = ChatOpenAI()
7 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 Agent

1 prompt = hub.pull("hwchase17/openai-functions-agent")
2 agent = create_openai_functions_agent(llm, tools, prompt)
3 agent_executor = AgentExecutor(agent=agent, tools=tools, verbose=True)

Execute the Agent

1 task = "Star a repo composiohq/composio on GitHub"
2 agent_executor.invoke({"input": task})

1	from langchain.agents import create_openai_functions_agent, AgentExecutor
2	from langchain import hub
3	from langchain_openai import ChatOpenAI
4	from composio_langchain import ComposioToolSet, App
5
6	llm = ChatOpenAI()
7	composio_toolset = ComposioToolSet()

1	prompt = hub.pull("hwchase17/openai-functions-agent")
2	agent = create_openai_functions_agent(llm, tools, prompt)
3	agent_executor = AgentExecutor(agent=agent, tools=tools, verbose=True)

1	task = "Star a repo composiohq/composio on GitHub"
2	agent_executor.invoke({"input": task})