tasks-text package

Classes

Class	Description
FilesetResolver	Resolves the files required for the MediaPipe Task APIs.This class verifies whether SIMD is supported in the current environment and loads the SIMD files only if support is detected. The returned filesets require that the Wasm files are published without renaming. If this is not possible, you can invoke the MediaPipe Tasks APIs using a manually created WasmFileset.
LanguageDetector	Predicts the language of an input text.
TextClassifier	Performs Natural Language classification.
TextEmbedder	Performs embedding extraction on text.
TextProofreader	Performs text proofreading and grammar correction on input text.
TextSummarizer	Performs text summarization on input text.

Interfaces

Interface	Description
Category	A classification category.
Classifications	Classification results for a given classifier head.
Embedding	List of embeddings with an optional timestamp.One and only one of the two 'floatEmbedding' and 'quantizedEmbedding' will contain data, based on whether or not the embedder was configured to perform scalar quantization.
LanguageDetectorOptions	Options to configure the MediaPipe Language Detector Task
LanguageDetectorPrediction	A language code and its probability.
LanguageDetectorResult	The result of language detection.
TextClassifierOptions	Options to configure the MediaPipe Text Classifier Task
TextClassifierResult	Classification results of a model.
TextEmbedderOptions	Options to configure the MediaPipe Text Embedder Task
TextEmbedderResult	Embedding results for a given embedder model.
TextEmbeddingFormatContext	Formatting context options for task-specific text embeddings (also exported as TextFormatOptions).
TextProofreaderCorrection	A single proofreading diff segment (also exported as Correction).
TextProofreaderOptions	Options to configure the MediaPipe Text Proofreader Task.
TextProofreaderResult	The proofreading result containing the corrected text and fine-grained diff segments.
TextSummarizerOptions	Options to configure the MediaPipe Text Summarizer Task.

Type Aliases

Type Alias	Description
TextEmbeddingTextRole	Role of the text when formatting embeddings ('QUERY' or 'DOCUMENT'; also exported as TextRole).
TextEmbeddingType	Task type for formatting text embeddings (such as 'RETRIEVAL_QUERY', 'RETRIEVAL_DOCUMENT', 'SEMANTIC_SIMILARITY', etc.).
TextProofreaderCorrectionType	Edit operation type for a proofreading diff segment ('SAME', 'INSERTION', or 'DELETION'; also exported as CorrectionType).
TextSummarizerMode	Summarization style mode ('TLDR' or 'KEYPOINTS'; also exported as SummarizationMode).
TextSummarizerResult	The summarized text output returned by TextSummarizer.