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Merge pull request #35849 from yorek/dm-pupr-updates
added notes about public preview
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docs/t-sql/functions/vector-search-transact-sql.md

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- "vector, search"
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dev_langs:
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- TSQL
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monikerRange: "=sql-server-ver17 || =sql-server-linux-ver17"
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monikerRange: "=sql-server-ver17 || =sql-server-linux-ver17 || =azuresqldb-current || =fabric-sqldb"
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---
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# VECTOR_SEARCH (Transact-SQL) (Preview)
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[!INCLUDE [sqlserver2025](../../includes/applies-to-version/sqlserver2025.md)]
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[!INCLUDE [sqlserver2025-asdb-fabricsqldb](../../includes/applies-to-version/sqlserver2025-asdb-fabricsqldb.md)]
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Search for vectors similar to a given query vectors using an approximate nearest neighbors vector search algorithm. To learn more about how vector indexing and vector search works, and the differences between exact and approximate search, refer to [Vector search and vector indexes in the SQL Database Engine](../../sql-server/ai/vectors.md).
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## Preview feature
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## Azure SQL Database and SQL database in Fabric
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This function is in preview and is subject to change. In order to use this feature, you must enable the `PREVIEW_FEATURES` [database scoped configuration](../statements/alter-database-scoped-configuration-transact-sql.md).
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The feature is in preview. Make sure to check out the [current limitations](#limitations) before using it.
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[!INCLUDE [preview-note](../../includes/preview.md)]
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## SQL Server 2025 Preview feature
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In SQL Server 2025 this function is in preview and is subject to change. In order to use this feature, you must enable the `PREVIEW_FEATURES` [database scoped configuration](../statements/alter-database-scoped-configuration-transact-sql.md).
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Make sure to check out the [current limitations](#limitations) before using it.
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docs/t-sql/statements/create-vector-index-transact-sql.md

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- "DISKANN"
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dev_langs:
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- TSQL
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monikerRange: "=sql-server-ver17 || =sql-server-linux-ver17"
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monikerRange: "=sql-server-ver17 || =sql-server-linux-ver17 || =azuresqldb-current || =fabric-sqldb"
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---
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# CREATE VECTOR INDEX (Transact-SQL)
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# CREATE VECTOR INDEX (Transact-SQL) (Preview)
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[!INCLUDE [sqlserver2025](../../includes/applies-to-version/sqlserver2025.md)]
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[!INCLUDE [sqlserver2025-asdb-fabricsqldb](../../includes/applies-to-version/sqlserver2025-asdb-fabricsqldb.md)]
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Create an approximate index on a vector column to improve performances of nearest neighbors search. To learn more about how vector indexing and vector search works, and the differences between exact and approximate search, refer to [Vector search and vector indexes in the SQL Database Engine](../../sql-server/ai/vectors.md).
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## Preview feature
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## Azure SQL Database and SQL database in Fabric
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This function is in preview and is subject to change. In order to use this feature, you must enable the `PREVIEW_FEATURES` [database scoped configuration](alter-database-scoped-configuration-transact-sql.md).
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The feature is in preview. Make sure to check out the [current limitations](#limitations) before using it.
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[!INCLUDE [preview-note](../../includes/preview.md)]
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## SQL Server 2025 Preview feature
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In SQL Server 2025 this function is in preview and is subject to change. In order to use this feature, you must enable the `PREVIEW_FEATURES` [database scoped configuration](alter-database-scoped-configuration-transact-sql.md).
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Make sure to check out the [current limitations](#limitations) before using it.
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