202599.8% uptime · sub-100ms retrieval
VeriTrue: Counterfeit Risk Detection Engine
Similarity-based vector search engine scoring product authenticity against a high-density database, with sub-100ms retrieval latency.
- FastAPI
- Pinecone
- llama-text-embed-v2
- Render
VeriTrue embeds product records with llama-text-embed-v2 and classifies authenticity risk through nearest-neighbour similarity in Pinecone. A multilingual feedback assistant (“Vero”) rounds out the experience.
- Sub-100ms vector retrieval latency at production density
- FastAPI microservice backend deployed on Render
- 99.8% service uptime since deployment
Notable outcome
99.8% uptime · sub-100ms retrieval