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Build an AI Browser Agent in Python (Automate the Web)

Companion repository for the Code with Antonio video course · Watch on YouTube.

Build an AI browser agent in Python from scratch: Playwright drives a real Chromium, an OpenAI model decides, and it asks you before pressing any button.

What you'll build

webpilot: a ~150-line terminal agent that drives Chromium with Playwright, reads each page as an aria snapshot and acts through four tools chosen by gpt-6-luna; it finds the cheapest mystery book on a scraping sandbox, fills a local sign-up form asking before it clicks the button, and stays safe against prompt injection and off-limits sites.

Lessons

# Lesson Video Folder
1 What is a browser agent? 0:00 lessons/01-what-is-a-browser-agent
2 Playwright in five minutes 2:49 lessons/02-playwright-in-five-minutes
3 The agent's eyes 5:26 lessons/03-the-agent-s-eyes
4 The agent's hands 7:47 lessons/04-the-agent-s-hands
5 The agent loop 10:00 lessons/05-the-agent-loop
6 Fill forms, ask first 13:49 lessons/06-fill-forms-ask-first
7 Stay safe and know the limits 16:30 lessons/07-stay-safe-and-know-the-limits

Requirements

  • Playwright for Python 1.63.0 · Chromium headless · openai 3.24.0 (Responses API) · gpt-6-luna · uv 0.12.14 · Python 3.12 · Ubuntu (Linux), headless server
  • Python 3.12+ and uv

Run the final project

cd app
uv sync
uv run playwright install chromium
cp .env.example .env    # then put your OpenAI API key in .env
uv run python -m http.server 8077 --bind 127.0.0.1 --directory site    # second terminal: the local demo pages
uv run --env-file .env agent.py    # type a task, e.g. find the cheapest Mystery book on https://books.toscrape.com
uv run cheapest.py    # the same task without AI

Repository structure

README.md          this file
lessons/           one folder per lesson: goal, timestamp, commands and files exactly as in the video
app/               the final working project
assets/            thumbnail

License

MIT — use it for anything, credit appreciated.


Generated on 2026-10-04 from the course scripts. Code with Antonio · AI tutor.

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