Ultra efficient web scraper developped on demand
Project description
HTTP-USE
Ultra efficient web scrapers AI developed on demand.
How it Works
HTTP-USE is an intelligent web scraping system that creates lightweight, deterministic HTTP-based scrapers on demand. The workflow consists of three main stages:
-
User Request & Clarification: Users specify what data they want to extract (e.g., articles about machine learning from HackerNews). The system clarifies requirements including:
- Frequency of scraping needed
- Target website URL
- Early result validation criteria
-
Web Agent & Browser Interaction: A web agent powered by Playwright MCP navigates the target website, captures screenshots, and generates test cases. This stage produces:
- Navigation traces
- Element confirmations
- Validated test scenarios
-
Code Generation: A coding agent uses the traces and confirmed test cases to generate a lightweight, deterministic, and tested HTTP-based scraping script tailored to the specific requirements.
The system ensures efficient scraping by converting browser-based interactions into optimized HTTP requests, resulting in faster and more reliable data extraction.
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