tasks-retrieval package

Classes

Class	Description
DefaultTextChunker	A default text chunking implementation using native C++ Wasm methods.
FilesetResolver	Resolves the files required for the MediaPipe Task APIs.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`.
MemoryVectorStore	Lightweight, in-memory implementation of VectorStore in TypeScript.
SemanticRetriever	SemanticRetriever coordinates document chunking, multimodal embedding, and high-dimensional vector search.
SemanticRetrieverComponents	Components used to initialize the SemanticRetriever.
UniversalEmbedder	UniversalEmbedder performs multimodal embedding extraction directly using LiteRT LM.

Interface	Description
AudioPart	An audio part in a multimodal content block.
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.
EmbeddingProvider	Package-neutral interface for generating embeddings across modalities.
ImagePart	An image part in a multimodal content block.
RetrievalOptions	Options for configuring retrieval queries in SemanticRetriever.
RetrievalRecord	Represents a single multi-modal record stored in the vector store.
RetrievalResult	Represents a retrieved document or multimedia chunk.
TextChunker	Interface for chunking long text into smaller segments.
TextPart	A text part in a multimodal content block.
UniversalEmbedderBaseOptions	Options for configuring the model asset and hardware accelerator.
UniversalEmbedderOptions	Options to configure the MediaPipe Universal Embedder Task.
UniversalEmbedderResult	Result returned by the Universal Embedder task.
UniversalEmbedderWasmModule	Declarations for the native UniversalEmbedder WebAssembly module.Using `declare interface` instructs Tsickle to generate Closure Compiler externs, preventing properties from being renamed by ADVANCED_OPTIMIZATIONS.
VectorStore	Interface for vector storage and similarity search backends.

Type Alias	Description
ActivationDataType	Activation data type for model execution.
ChunkingMode	Chunking mode for document chunking.
ContentPart	A single multimodal content part.

Activation data type for model execution.

Signature:

export declare type ActivationDataType = "FLOAT32" | "FLOAT16" | "INT16" | "INT8";

Chunking mode for document chunking.

Signature:

export declare type ChunkingMode = "CHARACTER" | "WORD";

A single multimodal content part.

Signature:

export declare type ContentPart = TextPart | ImagePart | AudioPart;