Building a multilingual medical RAG system: from WebMD to assisted diagnosis

A developer details building a multilingual retrieval-augmented generation (RAG) system for medical information.

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The fact

The architecture uses BGE-M3 for multilingual embeddings and Qdrant for vector search.

This system can transform anxious WebMD searches into reliable AI-assisted diagnosis.

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Auto-synthesis from 1 media source · identified on April 27, 2026