SonarFetch

Personal project — AI SaaS tool enabling electronics distributors to automatically extract and normalize product data from any manufacturer.

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SonarFetch is the direct evolution of the PoC built at Steliau — picked up on personal time to take it to a finished product. The architecture moves away from classical ML (NER, neural classification) to a fully agentic LLM approach: more robust, more flexible, no retraining needed for each new manufacturer. The tool automatically extracts and normalizes product data from any manufacturer website — just provide a URL. Output: all manufacturers speak the same language — same field names, same units, same structure. The application is deployed and production-ready. Full stack: FastAPI, React, PostgreSQL, Celery workers, Typesense search engine, agentic LLM architecture. It's designed to connect to existing systems — ERP, storefront, pricing tool — and unlock high-value use cases for distributors.