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src/couchbase_haystack/document_stores/document_store.py

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@@ -583,10 +583,10 @@ class CouchbaseQueryDocumentStore(CouchbaseDocumentStore):
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Supports two types of vector indexes:
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- **Hyperscale Vector Index (BHIVE)**: Optimized for pure vector searches, scales to billions of documents.
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- **Hyperscale Vector Indexes**: Optimized for pure vector searches, scales to billions of documents.
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Best for chatbot context (RAG), reverse image search, and anomaly detection.
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- **Composite Vector Index**: Combines vector and scalar indexing. Applies scalar filters before vector search.
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- **Composite Vector Indexes**: Combines vector and scalar indexing. Applies scalar filters before vector search.
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Best for filtered recommendations, job searches, and supply chain management.
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Search types: ANN (fast, approximate) or KNN (exact).

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