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Hiding snapshot functions.
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* <<esql-knn>>
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* <<esql-v_cosine>>
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* <<esql-v_dot_product>>
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* <<esql-v_hamming>>
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* <<esql-v_l1_norm>>
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* <<esql-v_l2_norm>>
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* <<esql-v_magnitude>>
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* [`KNN`](../../functions-operators/vector-functions.md#esql-knn)
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% * {applies_to}`stack: development` {applies_to}`serverless: preview` [`V_COSINE`](../../functions-operators/vector-functions.md#esql-v_cosine)
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% * {applies_to}`stack: development` {applies_to}`serverless: preview` [`V_DOT_PRODUCT`](../../functions-operators/vector-functions.md#esql-v_dot_product)
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% * {applies_to}`stack: preview` {applies_to}`serverless: preview` [`V_HAMMING`](../../functions-operators/vector-functions.md#esql-v_hamming)
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% * {applies_to}`stack: development` {applies_to}`serverless: preview` [`V_L1_NORM`](../../functions-operators/vector-functions.md#esql-v_l1_norm)
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% * {applies_to}`stack: development` {applies_to}`serverless: preview` [`V_L2_NORM`](../../functions-operators/vector-functions.md#esql-v_l2_norm)
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% * {applies_to}`stack: development` {applies_to}`serverless: preview` [`V_MAGNITUDE`](../../functions-operators/vector-functions.md#esql-v_magnitude)

docs/reference/query-languages/esql/functions-operators/search-functions.md

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:::{include} ../_snippets/functions/layout/kql.md
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:::
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:::{include} ../_snippets/functions/layout/knn.md
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:::
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:::{include} ../_snippets/functions/layout/match.md
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:::
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docs/reference/query-languages/esql/functions-operators/vector-functions.md

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{{esql}} supports vector functions for dense vector similarity calculations and k-nearest neighbor search.
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These functions are primarily used for:
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- Computing similarity between dense vectors using various similarity metrics
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- Finding the k-nearest neighbors in vector space
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- Calculating vector magnitudes and norms
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:::{note}
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Vector functions are currently in **preview** and may change in future versions.
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Vector functions are currently in **preview** and may change in future versions.
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They work with `dense_vector` fields and require appropriate field mappings.
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:::
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:::{include} ../_snippets/functions/layout/knn.md
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:::
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:::{include} ../_snippets/functions/layout/v_cosine.md
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:::
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:::{include} ../_snippets/functions/layout/v_dot_product.md
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:::
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:::{include} ../_snippets/functions/layout/v_hamming.md
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:::
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:::{include} ../_snippets/functions/layout/v_l1_norm.md
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:::
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:::{include} ../_snippets/functions/layout/v_l2_norm.md
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:::
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:::{include} ../_snippets/functions/layout/v_magnitude.md
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:::
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% V_COSINE is currently a hidden feature
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% To make it visible again, uncomment this and the line in
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% lists/vector-functions.md
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% :::{include} ../_snippets/functions/layout/v_cosine.md
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% :::
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% V_DOT_PRODUCT is currently a hidden feature
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% To make it visible again, uncomment this and the line in
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% lists/vector-functions.md
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% :::{include} ../_snippets/functions/layout/v_dot_product.md
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% :::
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% V_HAMMING is currently a hidden feature
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% To make it visible again, uncomment this and the line in
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% lists/vector-functions.md
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% :::{include} ../_snippets/functions/layout/v_hamming.md
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% :::
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% V_L1_NORM is currently a hidden feature
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% To make it visible again, uncomment this and the line in
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% lists/vector-functions.md
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% :::{include} ../_snippets/functions/layout/v_l1_norm.md
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% :::
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% V_L2_NORM is currently a hidden feature
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% To make it visible again, uncomment this and the line in
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% lists/vector-functions.md
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% :::{include} ../_snippets/functions/layout/v_l2_norm.md
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% :::
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% V_MAGNITUDE is currently a hidden feature
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% To make it visible again, uncomment this and the line in
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% lists/vector-functions.md
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% :::{include} ../_snippets/functions/layout/v_magnitude.md
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% :::

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