# Recommendations

> Browse 2 items tagged with Recommendations.

## Items

- [Algolia](https://vectordb.ever.works/items/algolia) — Search platform with vector search capabilities for fast and relevant AI-powered recommendations and discovery.
- [Cold Start Problem in Vector Search](https://vectordb.ever.works/items/cold-start-problem-in-vector-search) — Strategies for handling the cold start problem in vector databases and recommendation systems including hybrid approaches, popularity-based fallbacks, and collaborative filtering techniques.

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