Vector Databases store embeddings for semantic similarity. Scraped corpora become searchable by meaning, powering retrieval‑augmented generation, deduplication, clustering, recommendation, anomaly detection, and cross‑modal queries using approximate nearest neighbor indexes HNSW.
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