🐫 Using Composio With CAMEL-AI

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

Composio enables your CAMEL agents to connect with many tools!

Goal: Star a repository on GitHub with natural language & CAMEL Agent

Install Packages & Connect a Tool

Ensure you have the necessary packages installed and connect your GitHub account to allow your CAMEL-AI agents to utilize GitHub functionalities.

Run command

pip install camel-ai
pip install composio-camel -U
#  Connect your GitHub so agents can use it. 
composio add github
#  Check all different apps which you can connect with
composio apps

Goal: Prepare your environment by initializing necessary imports from Composio & CAMEL.

1. Import Base Packages

   Prepare your environment by initializing necessary imports from Composio & CAMEL.

   Default Imports

   from colorama import Fore
   from camel.agents import ChatAgent
   from camel.configs import ChatGPTConfig
   from camel.messages import BaseMessage
   from camel.models import ModelFactory
   from camel.types import ModelPlatformType, ModelType
   from camel.utils import print_text_animated
   from composio_camel import ComposioToolSet, Action
   
   
2. Integrating GitHub Tools with Composio

   This step involves fetching and integrating GitHub tools provided by Composio, enabling enhanced functionality for CAMEL operations.

   CAMEL Supported tools from Composio

   composio_toolset = ComposioToolSet()
   tools = composio_toolset.get_tools(
       actions=[Action.GITHUB_ACTIVITY_STAR_REPO_FOR_AUTHENTICATED_USER]
   )
   
3. CAMEL Agent Setup

   This step involves configuring and executing the agent to carry out actions, such as starring a GitHub repository.

   CAMEL Agent Setup

   assistant_model_config = ChatGPTConfig(
       temperature=0.0,
       tools=tools,
   )
   
   model = ModelFactory.create(
       model_platform=ModelPlatformType.OPENAI,
       model_type=ModelType.GPT_3_5_TURBO,
       model_config_dict=assistant_model_config.__dict__,
   )
   
   
   # set up agent
   assistant_sys_msg = BaseMessage.make_assistant_message(
       role_name="Developer",
       content=(
           "You are a programmer as well an experienced github user. "
           "When asked given a instruction, "
           "you try to use available tools, and execute it"
       ),
   )
   
   agent = ChatAgent(
       assistant_sys_msg,
       model,
       tools=tools,
   )
   agent.reset()
   
4. Execute with your prompt/task.

   Execute the following code to execute the agent, ensuring that the intended task has been successfully completed.

   CAMEL Agent Execution

   prompt = (
       "I have created a new GitHub Repo,"
       "Please star my github repository: camel-ai/camel"
   )
   user_msg = BaseMessage.make_user_message(role_name="User", content=prompt)
   print(Fore.YELLOW + f"User prompt:\n{prompt}\n")
   
   response = agent.step(user_msg)
   for msg in response.msgs:
       print_text_animated(Fore.GREEN + f"Agent response:\n{msg.content}\n")