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⛦ ROSHAN
⛦ ROSHAN

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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 :-

  • 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 :-

  1. Runs 24/7: Fetches news from RSS feeds and APIs every 30 minutes — no human editors needed.
  2. SHA256 Deduplication: Duplicate stories are automatically filtered out using URL hashing.
  3. Domain Blocklist: Known satire, spam, and fake-news domains are blocked at the pipeline level.
  4. 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)

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