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google.ai.generativelanguage.TaskType

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Type of task for which the embedding will be used.

View aliases

Main aliases

`google.ai.generativelanguage_v1beta.TaskType`

Values
`TASK_TYPE_UNSPECIFIED`	`0` Unset value, which will default to one of the other enum values.
`RETRIEVAL_QUERY`	`1` Specifies the given text is a query in a search/retrieval setting.
`RETRIEVAL_DOCUMENT`	`2` Specifies the given text is a document from the corpus being searched.
`SEMANTIC_SIMILARITY`	`3` Specifies the given text will be used for STS.
`CLASSIFICATION`	`4` Specifies that the given text will be classified.
`CLUSTERING`	`5` Specifies that the embeddings will be used for clustering.

Class Variables
CLASSIFICATION	`<TaskType.CLASSIFICATION: 4>`
CLUSTERING	`<TaskType.CLUSTERING: 5>`
RETRIEVAL_DOCUMENT	`<TaskType.RETRIEVAL_DOCUMENT: 2>`
RETRIEVAL_QUERY	`<TaskType.RETRIEVAL_QUERY: 1>`
SEMANTIC_SIMILARITY	`<TaskType.SEMANTIC_SIMILARITY: 3>`
TASK_TYPE_UNSPECIFIED	`<TaskType.TASK_TYPE_UNSPECIFIED: 0>`

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Last updated 2023-12-13 UTC.