TrustSetu is an AI-powered platform that analyzes the credibility of text, images, and videos using Retrieval-Augmented Generation (RAG), bias detection, scam detection, and real-time evidence.
- ✅ RAG-based evidence retrieval (BM25 + optional FAISS)
- ✅ Bias detection using linguistic analysis
- ✅ Scam detection heuristics
- ✅ Real-time news verification (NewsAPI)
- ✅ Video frame extraction (FFmpeg)
- ✅ Downloadable PDF trust reports
- ✅ Explainable AI scoring system
- User inputs text / image / video
- Claims are extracted
- Evidence is retrieved from:
- Trusted sources (WHO, RBI, etc.)
- News APIs
- System evaluates:
- Trust score
- Bias score
- Scam likelihood
- Final explainable report is generated
- Frontend: Next.js
- Backend: Node.js
- Retrieval: BM25 + FAISS (optional)
- External APIs: NewsAPI
- Media Processing: FFmpeg
- PDF Generation: jsPDF
npm install
npm run dev