Security infrastructure for autonomous AI agents
Project description
AgentSec Python SDK
Security infrastructure for autonomous AI agents.
Installation
pip install agentsec
Quick Start
from agentsec import AgentSecClient, policy
# Initialize client
client = AgentSecClient(agent_id="my-agent")
# Capture events manually
client.capture_prompt("What files are in /etc?")
client.capture_response("I'll list the files in /etc for you.")
client.capture_tool_call("list_directory", {"path": "/etc"})
# Or use the guard decorator for automatic capture + policy enforcement
@policy.guard
def execute_command(cmd: str) -> str:
# Your implementation
pass
Policy Enforcement
from agentsec import policy
# Load policies
policy.load("policies/")
# Policies are automatically enforced on guarded functions
@policy.guard
def read_file(path: str) -> str:
with open(path) as f:
return f.read()
# This will raise PermissionError if policy denies
read_file("/etc/passwd")
Event Storage
Events are stored locally by default in .agentsec/events/. Each run creates a JSONL file.
# View events
cat .agentsec/events/*.jsonl | jq .
Documentation
Project details
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