Identity and Access Management (IAM) for AI Agents. Stop hardcoding root API keys.
Project description
🛡️ AgentScope (ai-sudo)
Mission: The "Sudo" command for AI Agents.
One-Liner: Open-source identity and permission management for non-human workers.
The Problem
The Enemy: Hardcoded .env API keys (e.g., STRIPE_SECRET_KEY) shared by all agents.
The Solution: Stop hardcoding keys. Use ai-sudo to enforce permissions and approval workflows in 1 line of Python.
Installation
pip install ai-sudo
Usage
1. Define the Agent Identity
from ai_sudo import Agent, sudo
# Define an agent with specific permissions
support_bot = Agent(
name="RefundBot_v1",
scopes=["read:orders", "write:refunds"]
)
2. Protect your Tools (The "Sudo" Check)
A. Basic Blocking
@sudo(scope="write:refunds")
def process_refund(order_id):
# Raises PermissionDeniedError if scope is missing
print(f"Processing refund for {order_id}")
B. Audit Mode (Non-Blocking)
Great for introducing AgentScope into existing production systems without breaking them.
@sudo(scope="write:refunds", on_deny="log")
def process_refund_audit(order_id):
# Logs a warning but ALLOWS execution
pass
C. Human-in-the-Loop (Callbacks)
Require approval via Slack/Email before executing high-risk actions.
def slack_approval(agent, scope, func, args, kwargs):
# Return True to allow, False to deny
return ask_slack_manager(f"Approve {agent.name} for {scope}?")
@sudo(scope="write:refunds", on_deny=slack_approval)
def process_refund_approved(order_id):
pass
3. Pydantic Integration (Advanced)
Enforce scopes on your input schemas (ideal for LangChain/LlamaIndex).
from ai_sudo.integrations import ScopedModel
class RefundParams(ScopedModel):
_required_scope = "write:refunds"
order_id: str
amount: float
# If initialized by an unauthorized agent, this raises PermissionDeniedError immediately.
4. Run safely
# Run code within the agent's session context
with support_bot.start_session():
process_refund("order_123")
Development & Testing
To contribute or run tests locally:
-
Install test dependencies:
pip install ".[test]"
-
Run the test suite:
pytest
This runs all unit tests in
tests/covering:- Core Identity & Context Management
- Blocking, Audit, and Callback modes
- Pydantic Integration
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