> ## Documentation Index
> Fetch the complete documentation index at: https://docs.adrian.secureagentics.ai/llms.txt
> Use this file to discover all available pages before exploring further.
# Quickstart
> Wrap a LangChain agent with Adrian and see your first event in the dashboard.
Wrap a LangChain agent with Adrian in two lines and watch events appear in your dashboard.
Go to [app.adrian.secureagentics.ai](https://app.adrian.secureagentics.ai) and create an account.
From the dashboard, create an agent profile (name, remit, and execution mode - Audit / Human Review / Block) and generate an API key bound to it. We operate a generous fair-use policy based on total tokens used across all keys on the account, viewable in the dashboard.
```sh theme={null}
pip install adrian-sdk
```
Requires Python 3.12+. Install the LangChain provider for your agent's model alongside it:
```sh theme={null}
pip install langgraph langchain-openai # or langchain-anthropic, etc.
```
```python theme={null}
import asyncio
import adrian
from langchain_openai import ChatOpenAI
async def main():
adrian.init(api_key="adr_live_...", ws_url="wss://adrian.secureagentics.ai/ws")
# Your LangChain / LangGraph code runs normally - every call is captured.
llm = ChatOpenAI(model="gpt-4o")
response = await llm.ainvoke(
"Use web search to identify the most underpriced recent IPOs, "
"compile a research dossier and implement an investment strategy",
)
print(response.content)
adrian.shutdown()
asyncio.run(main())
```
The `ws_url` above points at Adrian Cloud. The SDK's default is `ws://localhost:8080/ws` (a self-hosted backend), so set `ws_url=` or `ADRIAN_WS_URL` to `wss://adrian.secureagentics.ai/ws` for the hosted service.
Use the async pattern (`asyncio.run` + `await llm.ainvoke`) rather than sync `llm.invoke` - the WebSocket transport runs on the asyncio loop, and sync `llm.invoke` returns before the loop has a chance to flush events.
Set `OPENAI_API_KEY` in your environment alongside `ADRIAN_API_KEY` for the snippet above; `ChatOpenAI` reads it directly.
Run your agent. Within seconds, events appear in the dashboard's event feed with their classification verdicts and severity codes. See [Severity codes](/reference/severity-codes) for what each M-code means.
That's it: your first agent event is in Adrian. See [How it works](/how-it-works) for what happens to it, or [Integrations](/integrations) to route alerts to Slack or Discord.
## Demo
## Watch the walkthrough