| Building production vector search shouldn’t be so hard. |
We asked our users building vector search why they moved to Qdrant from Elastic, Opensearch or another Lucene-based search engine. Here’s what they tell us: |
| Unacceptably slow queries with vector search |
| Endless indexing jobs |
| Overspending on over-provisioned memory |
| Brittle hybrid search |
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Lucene-based architectures just aren't built for scaling vector search. |
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Retrieval Augmented Generation |
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