All projects · AI Agents & RAG
Google Lens & Gemini AI Product Finder
An end-to-end visual product finder application powered by an n8n pipeline that accepts user uploaded product images, stores them in Google Cloud…
An end-to-end visual product finder application powered by an n8n pipeline that accepts user uploaded product images, stores them in Google Cloud Storage, queries SerpAPI Google Lens for visual matches, and uses a Google Gemini AI Agent to clean and normalize noisy titles into canonical product records with verified pricing and direct purchase links.
- Accepts user uploaded images and stores them in GCS to generate internet-accessible media URLs for SerpAPI
- Queries SerpAPI Google Lens visual search engine to retrieve visual matches, thumbnails, and merchant seed links
- Leverages Google Gemini Chat Model to clean and normalize noisy marketplace titles into canonical product names
- Extracts verified retail prices, currency, objective product descriptions, and official store purchase links
- Interactive dual-card web application matching reference screenshot with live scan animation, presets, and pipeline telemetry
Built with: Google Lens, SerpAPI, Google Gemini, n8n, Google Cloud Storage, LangChain, Visual Search, AI Agent, Product Discovery