ComposioToolSet
Description
Composio is an integration platform that allows you to connect your AI agents to 250+ tools. Key features include:
- Enterprise-Grade Authentication: Built-in support for OAuth, API Keys, JWT with automatic token refresh
- Full Observability: Detailed tool usage logs, execution timestamps, and more
Installation
To incorporate Composio tools into your project, follow the instructions below:
pip install composio-crewai
pip install crewai
After the installation is complete, either run composio login or export your composio API key as COMPOSIO_API_KEY. Get your Composio API key from here
Example
The following example demonstrates how to initialize the tool and execute a github action:
- Initialize Composio toolset
from composio_crewai import ComposioToolSet, App, Action
from crewai import Agent, Task, Crew
toolset = ComposioToolSet()
- Connect your GitHub account
- Get Tools
- Retrieving all the tools from an app (not recommended for production):
tools = toolset.get_tools(apps=[App.GITHUB])
- Filtering tools based on tags:
tag = "users"
filtered_action_enums = toolset.find_actions_by_tags(
App.GITHUB,
tags=[tag],
)
tools = toolset.get_tools(actions=filtered_action_enums)
- Filtering tools based on use case:
use_case = "Star a repository on GitHub"
filtered_action_enums = toolset.find_actions_by_use_case(
App.GITHUB, use_case=use_case, advanced=False
)
tools = toolset.get_tools(actions=filtered_action_enums)
Set advanced to True to get actions for complex use cases
In this demo, we will use the GITHUB_STAR_A_REPOSITORY_FOR_THE_AUTHENTICATED_USER action from the GitHub app.
tools = toolset.get_tools(
actions=[Action.GITHUB_STAR_A_REPOSITORY_FOR_THE_AUTHENTICATED_USER]
)
Learn more about filtering actions here
- Define agent
crewai_agent = Agent(
role="GitHub Agent",
goal="You take action on GitHub using GitHub APIs",
backstory="You are AI agent that is responsible for taking actions on GitHub on behalf of users using GitHub APIs",
verbose=True,
tools=tools,
llm= # pass an llm
)
- Execute task
task = Task(
description="Star a repo composiohq/composio on GitHub",
agent=crewai_agent,
expected_output="Status of the operation",
)
crew = Crew(agents=[crewai_agent], tasks=[task])
crew.kickoff()
- More detailed list of tools can be found here