Python AI Web Scraper Tutorial - Using AI to Scrape Any Website
Offered By: Tech with Tim via YouTube
Course Description
Overview
Learn to build an AI-powered web scraper using Python in this comprehensive 46-minute tutorial. Discover how to create an application that scrapes websites based on user-provided URLs, extracts DOM content, and utilizes AI to retrieve specific information. Explore the step-by-step process of developing the scraper, including setting up the environment, creating a Streamlit UI, implementing web scraping with Selenium, overcoming website blocking techniques, cleaning DOM content, and parsing data with Ollama (LLM). Gain hands-on experience with tools like Selenium, BeautifulSoup, and LangChain while following along with code examples and practical demonstrations. By the end of the tutorial, acquire the skills to build and test your own AI web scraper for extracting valuable data from any website.
Syllabus
| Overview
| Install/Setup
| Starting the Streamlit UI
| Web Scraping with Selenium
| Unblocking Websites/Captchas/IP Bans
| Cleaning DOM Content
| Parsing Content with Ollama LLM
| Ollama Installation
| Testing the Scraper
Taught by
Tech With Tim
Related Courses
Prompt Templates for GPT-3.5 and Other LLMs - LangChainJames Briggs via YouTube Getting Started with GPT-3 vs. Open Source LLMs - LangChain
James Briggs via YouTube Chatbot Memory for Chat-GPT, Davinci + Other LLMs - LangChain
James Briggs via YouTube Chat in LangChain
James Briggs via YouTube LangChain Data Loaders, Tokenizers, Chunking, and Datasets - Data Prep
James Briggs via YouTube