In this article
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You can use this Snap to execute a query to search vectors for similar records from the Snowflake database.
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Type | Format | Number of Views | Examples of Upstream and Downstream Snaps | Description |
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Input | Document |
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Output | Document |
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| The EDI transaction ID and order confirmation.For each input document, all results are grouped into a single output document |
Error | Error handling is a generic way to handle errors without losing data or failing the Snap execution. You can handle the errors that the Snap might encounter when running the pipeline by choosing one of the following options from the When errors occur list under the Views tab:
Learn more about Error handling in Pipelines. |
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Info |
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Field Name | Field Type | Field Dependency | Description | ||||||||||
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Label* Default Value: | ELT Database Account Snowflake Vector Search | ELT RS AccountSnowflake VS | String | None. | The name for the Snap. You can modify this to be more specific, especially if you have more than one of the same Snap in your Pipeline. | Number of recordspipeline. | |||||||
Schema name Default Value: | String/Expression/Suggestion | None | Specify the schema name for searching for a vector. | ||||||||||
Table name* Default Value: | String/Expression/Suggestion | None | Specify the table name for searching for a vector. | ||||||||||
Vector column* Default Value: | String/Expression/Suggestion | None | Specify the vector column name to search. | ||||||||||
Similarity Function* Default Value: L2 | Dropdown List | None | Select the similarity functions used for comparing vectors. The available options are:
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Where Clause Default Value: | String/Expression | Sampling Type is Number of records. | Enter the number of records to output. | fieldset Name | Field 1* Default Value: <value> or None. | String | Debug mode check box is not selected. | Field 2 Default Value: <value> or None. | String | None. | Snap Execution/Suggestion | None | Specify the clause to use in the vector search query statement.
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Limit Rows Default Value: 4 | Integer/Expression/Suggestion | None | Specify the number of results to return for each query. | ||||||||||
Include values Default Value: Deselected | Checkbox/Expression | None | Select this checkbox to include vector values in the response.
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Include scores Default Value: Selected | Checkbox/Expression | None | Select this checkbox to include similarity scores in the response. | ||||||||||
Number of Retries Default Value: 0 | Integer/Expression | None | Specify the maximum number of attempts to be made to receive a response. | ||||||||||
Retry Interval (Seconds) Default Value: 0 | Integer/Expression | None | Specify the minimum number of seconds the Snap must wait before each retry attempt. | ||||||||||
Handle Timestamp and Date Time Data Default Value: Default Date Time format in UTC Time Zone | Dropdown List | None | Select how you want the Snap to handle timestamp and date time data. The available options are:
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Snap execution Default Value: | Dropdown list | N/A | Select one of the following three modes in which the Snap executes:
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Troubleshooting
Error | Reason | Resolution |
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Account validation failed. | The Pipeline ended before the batch could complete execution due to a connection error. | Verify that the Refresh token field is configured to handle the inputs properly. If you are not sure when the input data is available, configure this field as zero to keep the connection always open. |
Examples
Excluding Fields from the Input Data Stream
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