AI-Powered Indian News Aggregator That Cross-References Stories...
AI-powered Indian news aggregator that cross-references stories across multiple trusted sources before publishing. The whole pipeline runs on its own — fetch, verify, write, publish. AI Verification Pipeline :- Automa
AI-powered Indian news aggregator that cross-references stories across multiple trusted sources before publishing. The whole pipeline runs on its own — fetch, verify, write, publish.
AI Verification Pipeline :-
- Automated Fact-Checking: Every story is verified using Groq Llama 3.3 70B before it reaches your screen.
- Multi-Source Cross-Reference: Stories must be confirmed by 2+ independent trusted sources or they are discarded.
- Credibility Scoring: Every article receives a 0–100 credibility score based on source authority, detail richness, and writing tone
- Neutral AI Writing: Verified facts are rewritten into unbiased, factual summaries — no sensationalism, no spin.
Fully Autonomous :-
- Runs 24/7: Fetches news from RSS feeds and APIs every 30 minutes — no human editors needed.
- SHA256 Deduplication: Duplicate stories are automatically filtered out using URL hashing.
- Domain Blocklist: Known satire, spam, and fake-news domains are blocked at the pipeline level.
- Structured Logging: Full observability with detailed pipeline logs to stdout.
Live - https://verifiedindian.vercel.app/
GitHUB - https://github.com/roshhellwett/projectsentinel.git
Tech Stack :-
Layer Technology
Frontend Next.js 15 + TypeScript + Tailwind CSS
Backend Python 3.11 + FastAPI
Database Supabase (PostgreSQL)
AI Verification Groq API (Llama 3.3 70B)
AI Writing Groq API (Llama 3.3 70B)
Hosting Vercel (frontend), Railway (worker)
Originally published by Dev.to AI. Aggregated on AIWithGhost for educational purposes — full credit and traffic to the original publisher.