Using Composio With Groq

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.

$ 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

Import Base Packages

1 # Initialise imports
2 from langchain.agents import AgentExecutor
3 from langchain import hub
4 from langchain_groq import ChatGroq
5 from langgraph.prebuilt import create_react_agent
6 
7 llm = ChatGroq(model="mixtral-8x7b-32768", temperature=0)
8 
9 prompt = hub.pull("hwchase17/react")

Fetch all GitHub Langchain Tools via Composio

1 # Import from composio_langchain
2 from composio_langchain import ComposioToolSet, Action, App
3 
4 # Get All the tools
5 
6 composio_toolset = ComposioToolSet()
7 tools = composio_toolset.get_tools(apps=[App.GITHUB])

Execute the Agent

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

1 task = "Star a repo composiohq/composio on GitHub"
2 
3 agent = create_react_agent(llm, tools)
4 agent_executor = AgentExecutor(agent=agent, tools=tools, verbose=True)
5 
6 # Execute using agent_executor
7 inputs = {"messages": [("user",  task)]}
8 agent_executor.invoke(input=inputs)

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])

$	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	# Initialise imports
2	from langchain.agents import AgentExecutor
3	from langchain import hub
4	from langchain_groq import ChatGroq
5	from langgraph.prebuilt import create_react_agent
6
7	llm = ChatGroq(model="mixtral-8x7b-32768", temperature=0)
8
9	prompt = hub.pull("hwchase17/react")

1	# Import from composio_langchain
2	from composio_langchain import ComposioToolSet, Action, App
3
4	# Get All the tools
5
6	composio_toolset = ComposioToolSet()
7	tools = composio_toolset.get_tools(apps=[App.GITHUB])

1	task = "Star a repo composiohq/composio on GitHub"
2
3	agent = create_react_agent(llm, tools)
4	agent_executor = AgentExecutor(agent=agent, tools=tools, verbose=True)
5
6	# Execute using agent_executor
7	inputs = {"messages": [("user", task)]}
8	agent_executor.invoke(input=inputs)

$	> 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.

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

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