Class EmbeddingTaskType (1.156.0)

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EmbeddingTaskType(value)

Represents a downstream task the embeddings will be used for.

Enums
Name	Description
UNSPECIFIED	Unset value, which will default to one of the other enum values.
RETRIEVAL_QUERY	Specifies the given text is a query in a search/retrieval setting.
RETRIEVAL_DOCUMENT	Specifies the given text is a document from the corpus being searched.
SEMANTIC_SIMILARITY	Specifies the given text will be used for STS.
CLASSIFICATION	Specifies that the given text will be classified.
CLUSTERING	Specifies that the embeddings will be used for clustering.
QUESTION_ANSWERING	Specifies that the embeddings will be used for question answering.
FACT_VERIFICATION	Specifies that the embeddings will be used for fact verification.
CODE_RETRIEVAL_QUERY	Specifies that the embeddings will be used for code retrieval.

Methods

EmbeddingTaskType

EmbeddingTaskType(value)

Represents a downstream task the embeddings will be used for.