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SemanticSimilarityChunker Class
Definition
- Namespace:
- Microsoft.Extensions.DataIngestion.Chunkers
- Assembly:
- Microsoft.Extensions.DataIngestion.dll
- Package:
- Microsoft.Extensions.DataIngestion v10.7.0-preview.1.26309.5
- Source:
- SemanticSimilarityChunker.cs
Important
Some information relates to prerelease product that may be substantially modified before it’s released. Microsoft makes no warranties, express or implied, with respect to the information provided here.
Splits a IngestionDocument into chunks based on semantic similarity between its elements based on cosine distance of their embeddings.
public ref class SemanticSimilarityChunker sealed : Microsoft::Extensions::DataIngestion::IngestionChunker<System::String ^>public sealed class SemanticSimilarityChunker : Microsoft.Extensions.DataIngestion.IngestionChunker<string>type SemanticSimilarityChunker = class
inherit IngestionChunker<string>Public NotInheritable Class SemanticSimilarityChunker
Inherits IngestionChunker(Of String)- Inheritance
Constructors
| Name | Description |
|---|---|
| SemanticSimilarityChunker(IEmbeddingGenerator<String,Embedding<Single>>, IngestionChunkerOptions, Nullable<Single>) |
Initializes a new instance of the SemanticSimilarityChunker class. |
Methods
| Name | Description |
|---|---|
| ProcessAsync(IngestionDocument, CancellationToken) |
Splits a document into chunks asynchronously. |
Applies to
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