Generative AI refers to artificial intelligence systems that can create new content, such as text, images, or music, by learning patterns from existing data.
Building an AI-Powered Web Scraper with Ollama & ChromaDB A Step-by-Step Breakdown of a Python Script for Intelligent Web Scraping and Q&A In this blog post, we’ll analyze a Python script that automates web scraping, text processing, and AI-powered question answering using Ollama and ChromaDB. This script is a powerful tool for extracting website content and enabling users to ask questions about the extracted data interactively. View the script: RAG Web Scraper 6 What Does This Script Do? This Python script: Detects and Stops Running Ollama Processes ✅ Restarts Ollama to Ensure a Fresh AI Model is Running Scrapes Webpage Content Dynamically Extracts and Displays the Webpage Title Processes and Stores Text Data in ChromaDB for Fast Retrieval ️ Uses Ollama’s AI Model to Answer User Questions Allows Users to Change URLs & Scrape Different Pages Without Restarting Let’s break down how each part of the script works. 1️⃣ System…