TaskConfig

Kotlin |Java

sealed class TaskConfig

Known direct subclasses

TaskConfig.Classification, TaskConfig.Clustering, TaskConfig.CodeRetrieval, TaskConfig.FactVerification, TaskConfig.QuestionAnswering, TaskConfig.RetrievalDocument, TaskConfig.RetrievalQuery, TaskConfig.SemanticSimilarity

TaskConfig.Classification	Task type for classification tasks.
TaskConfig.Clustering	Task type for clustering tasks.
TaskConfig.CodeRetrieval	Task type for retrieving code blocks based on a natural language query.
TaskConfig.FactVerification	Task type for statements that need to be verified.
TaskConfig.QuestionAnswering	Task type for questions in a question-answering system.
TaskConfig.RetrievalDocument	Task type for documents to be indexed or retrieved.
TaskConfig.RetrievalQuery	Task type for general search queries.
TaskConfig.SemanticSimilarity	Task type for assessing text similarity.

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Defines the available task configurations for the embedding model.

Different task types influence how the model generates embeddings, often by formatting the input to optimize for the target use case:

• Asymmetric retrieval tasks: Use RetrievalQuery, QuestionAnswering, FactVerification, or CodeRetrieval when embedding queries, and pair them with RetrievalDocument when embedding the corpus documents to be searched.

• Symmetric tasks: Use the same task type (SemanticSimilarity, Classification, or Clustering) for all inputs being compared or grouped.

Summary

Nested types
class TaskConfig.Classification : TaskConfig Task type for classification tasks.
class TaskConfig.Clustering : TaskConfig Task type for clustering tasks.
class TaskConfig.CodeRetrieval : TaskConfig Task type for retrieving code blocks based on a natural language query.
class TaskConfig.FactVerification : TaskConfig Task type for statements that need to be verified.
class TaskConfig.QuestionAnswering : TaskConfig Task type for questions in a question-answering system.
class TaskConfig.RetrievalDocument : TaskConfig Task type for documents to be indexed or retrieved.
class TaskConfig.RetrievalQuery : TaskConfig Task type for general search queries.
class TaskConfig.SemanticSimilarity : TaskConfig Task type for assessing text similarity.

Protected constructors
TaskConfig()

Protected constructors

TaskConfig

protected TaskConfig()