Smart Web Scraping Pipeline

2024
Data Engineering • LLM

LLM-powered content extraction pipeline with intelligent checkpointing. Uses AI to smartly extract and structure data from websites with automatic retry and resume capabilities.

LLM Scraping Automation

Project Screenshots

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About This Project

This intelligent web scraping pipeline leverages Large Language Models to extract structured data from unstructured web content. Unlike traditional scrapers that rely on brittle CSS selectors, this system understands page context and extracts relevant information intelligently.

The system includes checkpoint functionality to save progress and resume from failures, making it ideal for large-scale data collection projects.

Key Features

LLM-powered intelligent extraction
Automatic checkpoint and resume
Rate limiting and polite crawling
Multiple output formats
Error handling and retry logic