landing_page/qdrant-landing/content/course/multi-vector-search/module-1/use-cases-multi-vector.md

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Use Cases for Multi-Vector Search	Discover scenarios where multi-vector search outperforms single-vector embeddings and provides better retrieval quality.	3

{{< date >}} Module 1 {{< /date >}}

Use Cases for Multi-Vector Search

Multi-vector search isn't always the right choice, but in certain scenarios it significantly outperforms traditional single-vector embeddings. Understanding these use cases helps you decide when the added complexity and cost are worth it.

Let's explore situations where multi-vector representations shine.

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TBD

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While multi-vector search has clear advantages, it also comes with challenges. Let's explore them next.