# Vector Databases

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.

## Additional resources:

[Web Scraping Services](https://www.promptcloud.com/solutions/web-scraping-services/)