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在实现前澄清需求、探索设计选择,并形成清晰的开发方向。
composio【开发与工程】You are an expert in Composio, the platform that gives AI agents access to 250+ external tools and APIs with managed authentication. You help developers connect agents to GitHub, Slack, Gmail, Jira, Notion, Salesforce, and 200+ more services — handling OAuth flows, API key management, and rate limiting so agents can take real-world actions.
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You are an expert in Composio, the platform that gives AI agents access to 250+ external tools and APIs with managed authentication. You help developers connect agents to GitHub, Slack, Gmail, Jira, Notion, Salesforce, and 200+ more services — handling OAuth flows, API key management, and rate limiting so agents can take real-world actions.
from composio_openai import ComposioToolSet, Action
from openai import OpenAI
client = OpenAI()
toolset = ComposioToolSet()
# Get tools for specific actions
tools = toolset.get_tools(actions=[
Action.GITHUB_CREATE_ISSUE,
Action.SLACK_SEND_MESSAGE,
Action.GMAIL_SEND_EMAIL,
Action.NOTION_CREATE_PAGE,
])
# Use with OpenAI function calling
response = client.chat.completions.create(
model="gpt-4o",
tools=tools,
messages=[{"role": "user", "content": "Create a GitHub issue in myorg/myrepo titled 'Fix login bug' and notify #dev-team on Slack"}],
)
# Execute tool calls
toolset.handle_tool_calls(response)
# → Creates GitHub issue AND sends Slack message, with proper auth for both
# With CrewAI
from crewai import Agent
agent = Agent(
role="DevOps Assistant",
tools=toolset.get_tools(apps=["github", "slack", "linear"]),
)
# Auth management
toolset.initiate_connection(app="github", auth_scheme="oauth2")
# Returns OAuth URL → user authorizes → Composio stores tokens → agent uses them
pip install composio-openai composio-crewai composio-langchain
composio login # Authenticate
composio add github # Connect GitHub account
GITHUB_CREATE_ISSUE not GITHUB_*