mirror of
https://github.com/browser-use/browser-use
synced 2026-05-06 17:52:15 +02:00
9828d18871
- Added `run_auth_command` to handle user authentication via the CLI, allowing users to authenticate with Browser Use Cloud. - Updated `main` function to trigger authentication when the `--auth` option is used. - Introduced `authenticate_cloud_sync` method in `CloudSync` to facilitate authentication after task completion. - Modified `DeviceAuthClient` to handle empty agent session IDs gracefully. - Updated documentation to include instructions for cloud authentication setup and usage. - Enhanced tests to verify authentication flow and event handling based on authentication status.
93 lines
2.7 KiB
Plaintext
93 lines
2.7 KiB
Plaintext
---
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title: "Observability"
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description: "Trace Browser Use's agent execution steps and browser sessions"
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icon: "eye"
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mode: "wide"
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---
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## Overview
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Browser Use has a native integration with [Laminar](https://lmnr.ai) - open-source platform for tracing, evals and labeling of AI agents.
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Read more about Laminar in the [Laminar docs](https://docs.lmnr.ai).
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## Setup
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Register on [Laminar Cloud](https://lmnr.ai) and get the key from your project settings.
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Set the `LMNR_PROJECT_API_KEY` environment variable.
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```bash
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pip install 'lmnr[all]'
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export LMNR_PROJECT_API_KEY=<your-project-api-key>
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```
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## Usage
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Then, you simply initialize the Laminar at the top of your project and both Browser Use and session recordings will be automatically traced.
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```python {5-8}
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from browser_use import Agent, ChatOpenAI
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import asyncio
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from lmnr import Laminar, Instruments
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# this line auto-instruments Browser Use and any browser you use (local or remote)
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Laminar.initialize(project_api_key="...", disabled_instruments={Instruments.BROWSER_USE})
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async def main():
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agent = Agent(
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task="open google, search Laminar AI",
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llm=ChatOpenAI(model="gpt-4.1-mini"),
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)
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await agent.run()
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asyncio.run(main())
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```
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## Viewing Traces
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You can view traces in the Laminar UI by going to the traces tab in your project.
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When you select a trace, you can see both the browser session recording and the agent execution steps.
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Timeline of the browser session is synced with the agent execution steps, timeline highlights indicate the agent's current step synced with the browser session.
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In the trace view, you can also see the agent's current step, the tool it's using, and the tool's input and output. Tools are highlighted in the timeline with a yellow color.
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<img className="block" src="/images/laminar.png" alt="Laminar" />
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## Laminar
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To learn more about tracing and evaluating your browser agents, check out the [Laminar docs](https://docs.lmnr.ai).
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## Browser Use Cloud Authentication
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Browser Use can sync your agent runs to the cloud for easy viewing and sharing. Authentication is required to protect your data.
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### Quick Setup
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```bash
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# Authenticate once to enable cloud sync for all future runs
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browser-use auth
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```
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### Manual Authentication
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```python
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# Authenticate from code after task completion
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from browser_use import Agent
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agent = Agent(task="your task")
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await agent.run()
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# Later, authenticate for future runs
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await agent.authenticate_cloud_sync()
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```
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### Reset Authentication
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```bash
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# Force re-authentication with a different account
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rm ~/.config/browseruse/cloud_auth.json
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browser-use auth
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```
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**Note**: Authentication uses OAuth Device Flow - you must complete the auth process while the command is running. Links expire when the polling stops.
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