E2E Testing Agent
This notebook defines an intelligent agent designed to control a headless browser and perform end-to-end (E2E) testing on web pages. Users can specify the webpage URL and describe test cases in natural language. The agent will interpret these instructions, generate, and execute the tests.
Programmatic browser control and E2E testing were traditionally done by writing scripts in frameworks such as Puppeteer or Playwright. We want to use the Agent system to allow the user to specify the E2E test cases in natural language. The agent will then create and execute these tests through Playwright.
What you'll learn
- 1LangGraph - agent implementation
- 2Playwright - a Python Playwright version that we can use to generate a script that can execute the test
- 3Flask - A web framework that servers static HTML web page with a registration form
- 4langchain_community.agent_toolkits.PlayWrightBrowserToolkit
About this tutorial
This hands-on Jupyter notebook is part of GenAI Agents, a free open-source repository by Nir Diamant covering ai agents techniques with runnable code examples and detailed explanations.
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