In a world of information overload, Digital Lens cuts through the noise.
The Problem
News is everywhere. But finding relevant, trustworthy, summarized news tailored to your interests is still manual work.
How It Works
Real-Time Aggregation We monitor 500+ news sources via RSS, APIs, and web scraping. Edge functions on Vercel process articles in <100ms.
Sentiment Analysis Using Hugging Face transformers, we analyze sentiment (positive/negative/neutral) and detect bias in real-time.
Automated Summaries Each article gets a 3-sentence TL;DR generated by our fine-tuned summarization model.
Architecture
- Edge: Vercel Edge Functions for sub-100ms response
- AI: Hugging Face Inference API
- Database: Neon PostgreSQL (serverless)
- Cache: Upstash Redis
Visit digital-lens.vercel.app for your personalized news feed.