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Abdon Pijpelink
2025-12-08 12:00:00 +01:00
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qdrant-landing/content/course/essentials/day-2/filterable-hnsw.md
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# Combining Vector Search and Filtering
We've talked about how Qdrant uses the [HNSW](documentation/concepts/indexing/#filtrable-index) graph to efficiently search dense vectors. But in real-world applications, you'll often want to constrain your search using filters. This creates unique challenges for graph traversal that Qdrant solves elegantly.
We've talked about how Qdrant uses the [HNSW](/documentation/concepts/indexing/#filtrable-index) graph to efficiently search dense vectors. But in real-world applications, you'll often want to constrain your search using filters. This creates unique challenges for graph traversal that Qdrant solves elegantly.
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