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GPT-4 Vision Browsing Part 2 Following links with Puppeteer

2 min read

AI Summary

Overview

In this video, the creator continues developing a browsing project using Python and Puppeteer to interact with ChatGPT and gather information from websites. The project enables a chatbot to answer user queries by searching the web, taking screenshots, and extracting relevant information.

Key Features:

  • The bot opens a chatbot interface allowing users to ask questions like stock prices or weather information.
  • When a question is asked, the bot crawls a relevant website, captures a screenshot, and responds based on the content on that page.
  • The initial implementation only crawled one URL but the aim is to enable the bot to navigate through links on the page, improving its ability to find answers.

Technical Breakdown:

  1. Initial Setup:
    • The creator shows how to set up a script using Python and Puppeteer.
    • Basic commands to capture and process web content are discussed.
  2. Crawling Features:
    • The bot can fetch stock prices and weather information by crawling specific websites like weather.com.
    • The bot is designed to improve by determining how to navigate links and extract information that it previously could not reach.
  3. Enhancements:
    • Implementation of visual markers (red borders) around clickable elements to help the bot identify them.
    • The ability to label elements for better identification during the crawling process.
    • The introduction of timeout handling and error management in Puppeteer.
  4. User Interaction:
    • Improvements are aimed at allowing users to directly engage with the bot by typing in queries, thus expanding its usability.
    • The bot demonstrates capabilities to respond to various types of inquiries, but it also faces challenges, such as handling invisible elements or misinterpretations during user interactions.

Conclusion:

  • The project is a work in progress, with ongoing developments to enhance its capabilities, including processing user input for queries such as weather or stock prices on various websites.
  • The creator encourages viewers to subscribe for updates and further developments of this innovative AI browsing tool.

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