Shubham Saboo Profile picture
Senior AI Product Manager @google | Open Source Awesome LLM Apps Repo (#1 GitHub with 103k+ stars) | Author of books on GPT-3 & Neural Search | My views

Sep 25, 2024, 9 tweets

Build an Autonomous AI Web Agent that can take actions on its own in just 10 lines of Python Code (step-by-step instructions):

1. Install the required Python library

You will need to set the OPENAI_API_KEY variable in your local environment with a valid API key for this example to work.

2. Import the necessary components

This sets up the foundation for our web automation agent.

3. Initialize the core components of LaVague

The SeleniumDriver runs in headless mode, ActionEngine controls interactions, and WorldModel represents the web environment.

4. Create the WebAgent and set the target URL

This agent combines the world model and action engine, allowing it to understand and interact with web pages.

5. Giving a task to the web AI Agent

We're asking the agent to find and retrieve installation steps for the most popular model.

Working Application demo using @Gradio

Paste the above code in vscode or pycharm and run the following command: 'python web_action_agent.py'

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Don't forget to follow me @Saboo_Shubham_ for more such LLM tips and tutorials.

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