Using Composio With Groq

Integrate Composio with Groq to seamlessly interact with external apps

Composio enables your Groq based assistants to connect with many tools!

Goal: Star a repository on GitHub with natural language & Groq

Install Packages & Connect a Tool

These commands prepare your environment for seamless interaction between Groq and GitHub.

python

pip install composio-langchain
pip install langchain-groq

#Connect your GitHub so agents can use it
composio add github

#Check all different apps which you can connect with
composio apps

1. Import Base Packages

   python

   # Initialise imports
   from langchain.agents import AgentExecutor
   from langchain import hub
   from langchain_groq import ChatGroq
   from langgraph.prebuilt import create_react_agent
   
   llm = ChatGroq(model="mixtral-8x7b-32768", temperature=0)
   
   prompt = hub.pull("hwchase17/react")
   
2. Fetch all GitHub Langchain Tools via Composio

   python

   # Import from composio_langchain
   from composio_langchain import ComposioToolSet, Action, App
   
   # Get All the tools
   
   composio_toolset = ComposioToolSet()
   tools = composio_toolset.get_tools(apps=[App.GITHUB])
   
3. Execute the Agent

   Create an agent, set up an executor, and invoke tasks to perform GitHub API calls using Composio.

   python

   task = "Star a repo composiohq/composio on GitHub"
   
   agent = create_react_agent(llm, tools)
   agent_executor = AgentExecutor(agent=agent, tools=tools, verbose=True)
   
   # Execute using agent_executor
   inputs = {"messages": [("user",  task)]}
   agent_executor.invoke(input=inputs)
   
4. Check Response

   Executing Agents

   > Entering new AgentExecutor chain...
   
   Invoking: `github_star_repo` with `{'owner': 'composiohq', 'repo': 'docs'}`
   
   {'connectedAccountId': 'ade8c167-836b-404b-bb47-fb8550203417', 'input': {'owner': 'composiohq', 'repo': 'docs'}}
   {'execution_details': {'executed': True}, 'response_data': ''}I have successfully starred the repository composiohq/composio on GitHub.
   
   

Use Specific Actions

Filter Specific Action

# To restrict agents from using all the actions, filter specific actions
tools = composio_toolset.get_tools(apps=[App.GITHUB])

Use Specific Apps

Filter Specific App

# To restrict agents from using all tools, filter specific tools 
tools = composio_toolset.get_tools(actions=[Action.GITHUB_CREATE_ISSUE])