The following preparations need to be completed to implement browser automation:
- Ensure that Chrome/Firefox and the corresponding WebDriver are installed.
- Install the full dependency:
pip install 'ai-gradio[all]'Includes automation tools such as Playwright - Configured with at least 4GB of RAM, graphical operations require GPU acceleration support
The core development process is:
- initialization
BrowserAutomationInterfaceYou need to specifyheadless=Falseparameter to observe the execution process - Describe the steps of the operation through natural language, e.g.
"登录Gmail并标记未读邮件" - The system will automatically generate a verifiable Playwright script and return a screenshot of the execution result
Security tip: This feature is recommended to run in Docker containers to avoid sensitive information leakage. Currently supports preset action templates for 200+ common websites such as Zhihu, Shopify, etc. Complex scenarios require self-training action prediction models.
This answer comes from the articleai-gradio: Easily Integrate Multiple AI Models and Build Multimodal Applications Based on GradioThe
May not be reproduced without permission:AI productivity tools " How to implement browser automation features using ai-gradio? What are the pre-requisites needed?
