🦙 Using Composio With LlamaIndex

Integrate Composio with LLamaIndex agents to let them seamlessly interact with external apps

Star A Repository on Github

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

1. Install Packages

   Python

   pip install composio-llamaindex llama-index
   
2. Import Libraries & Initialize ComposioToolSet & LLM

   Python

   from llama_index.llms.openai import OpenAI
   from llama_index.core.llms import ChatMessage
   from llama_index.core.agent import FunctionCallingAgentWorker
   from composio_llamaindex import App, ComposioToolSet
   
   toolset = ComposioToolSet()
   llm = OpenAI()
   
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 = toolset.get_tools(apps=[App.GITHUB])
   
5. Define the Agent

   Python

   prefix_messages = [
       ChatMessage(
           role="system",
           content=(
               "You are a Github Agent, and you can use tools to perform actions on Github."
           ),
       )
   ]
   
   agent = FunctionCallingAgentWorker(
       tools=tools,
       llm=llm,
       prefix_messages=prefix_messages,
       max_function_calls=10,
       allow_parallel_tool_calls=False,
       verbose=True,
   ).as_agent()
   
6. Execute the Agent

   Python

   result = agent.chat("Star a repo composiohq/composio on GitHub")