Discussion on "Vector Databases in Practice: Building a Realistic Hybrid Search RAG System with Qdrant"

Anjali Kakde · 2026-02-04T04:23:40.938Z

Vector databases are often introduced as tools for semantic similarity search. In practice, that understanding breaks down the moment you try to build a real RAG system. In this article, I explain what vector databases actually do inside modern retri...

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Vector Databases in Practice: Building a Realistic Hybrid Search RAG System with Qdrant

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