pip install strivio
from langchain.agents import initialize_agent
from langchain_openai import ChatOpenAI
from strivio import StrivioCallbackHandler
strivio = StrivioCallbackHandler(
api_url="https://strivio-ai-firewall-production.up.railway.app/api/v1",
agent_key="ak-...",
agent_id = "my-agent-v1",
)
agent = initialize_agent(
tools, llm,
callbacks = [strivio] # done.
)Every tool call and LLM decision is now risk-scored against 16 detection categories and written to a tamper-evident audit log. This is observe-only: it records without interrupting your agent. To block high-risk interactions, see Enforcement mode below.