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Vector Indexes Are Not Interchangeable. Most Applications Treat Them Like They Are.
Most teams building semantic search learn the same lesson late. What ultimately controls recall, query latency, and hardware cost isn’t the embedding model or which database they choose. It’s the vector index configuration, which…