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jacoblee93 committed Jun 13, 2024
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Expand Up @@ -64,7 +64,7 @@ If it is needed to filter results based on specific metadata fields, you can pas
### Vector indexes

Enhance your search efficiency with SingleStore DB version 8.5 or above by leveraging [ANN vector indexes](https://docs.singlestore.com/cloud/reference/sql-reference/vector-functions/vector-indexing/).
By setting `useVectorIndex: true` during vector store object creation, you can activate this feature.
By setting `useVectorIndex: true` during vector store object creation, you can activate this feature.
Additionally, if your vectors differ in dimensionality from the default OpenAI embedding size of 1536, ensure to specify the `vectorSize` parameter accordingly.

### Hybrid search
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These versatile strategies empower users to fine-tune searches according to their unique needs, facilitating efficient and precise data retrieval and analysis.
Moreover, SingleStoreDB's hybrid approaches, exemplified by `FILTER_BY_TEXT`, `FILTER_BY_VECTOR`, and `WEIGHTED_SUM` strategies, seamlessly blend vector and text-based searches to maximize efficiency and accuracy, ensuring users can fully leverage the platform's capabilities for a wide range of applications.

<CodeBlock language="typescript">{HybridSearchUsageExample}</CodeBlock>
<CodeBlock language="typescript">{HybridSearchUsageExample}</CodeBlock>

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