Feb 2025[Shipped]
RAG Data Pipeline Crawler
A high-throughput web crawler optimized for extracting and normalizing data for LLM fine-tuning and Vector DB ingestion.
Node.jsPuppeteerData EngineeringVector EmbeddingsRAG
Engineering the Pipeline
This tool addresses the data bottleneck in Retrieval-Augmented Generation (RAG) workflows. It is designed to navigate complex DOM structures, handle rate limits, and convert unstructured HTML into semantic JSONL datasets.
Features
- Puppeteer Clustering: Manages a pool of headless browser instances to crawl pages concurrently without memory leaks.
- Data Normalization: Automatically strips non-content DOM elements (ads, navbars) to reduce token usage during LLM ingestion.
- Resilience: Implements exponential backoff strategies and proxy rotation to handle anti-bot measures.
Let's work together
Have a project in mind? Reach out and let's build something great.