Web Browser Automation with Agents 🤖🌐

In this notebook, we'll create an agent-powered web browser automation system! This system can navigate websites, interact with elements, and extract information automatically.

The agent will be able to:

• Navigate to web pages
• Click on elements
• Search within pages
• Handle popups and modals
• Extract information

Let's set up this system step by step!

First, run these lines to install the required dependencies:

pip install smolagents selenium helium pillow -q

Let's import our required libraries and set up environment variables:

Now let's create our core browser interaction tools that will allow our agent to navigate and interact with web pages:

Let's set up our browser with Chrome and configure screenshot capabilities:

Now let's create our web automation agent:

The agent needs instructions on how to use Helium for web automation. Here are the instructions we'll provide:

Now we can run our agent with a task! Let's try finding information on Wikipedia:

You can run different tasks by modifying the request. For example, here's for me to know if I should work harder:

The system is particularly effective for tasks like:

• Data extraction from websites
• Web research automation
• UI testing and verification
• Content monitoring