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  • Constructors
  • Embedding(chunks, vectors, model)
  • Properties
  • Chunks
  • Model
  • Vectors
  • Methods
  • Add(embedding)
  • Clone()
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  1. Components
  2. API
  3. Embeddings

Embedding

Wisej.AI.Embeddings.Embedding

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Last updated 5 days ago

Namespace: Wisej.AI.Embeddings

Assembly: Wisej.AI (3.5.0.0)

Represents an embedding which contains chunks of data, their associated vectors, and the model used for embedding.

public class Embedding : ICloneable
Public Class Embedding
    Inherits ICloneable

Constructors

Embedding(chunks, vectors, model)

Initializes a new instance of the class with specified chunks, vectors, and model.

Name
Type
Description

chunks

An array of strings representing the data chunks to be embedded.

vectors

A jagged array of floats representing the vectors associated with the chunks.

model

A string representing the model used for embedding.

This constructor initializes the class by setting the provided data chunks, their corresponding vectors, and the embedding model. The chunks parameter is used to input the raw data which will be embedded. The vectors parameter provides the associated vector representations for these chunks. The model specifies the model name used in the embedding process. Here is an example of how to create an instance of the class:


  string[] chunks = { "data1", "data2" };
  float[][] vectors = { new float[] { 1.0f, 2.0f }, new float[] { 3.0f, 4.0f } };
  string model = "exampleModel";
  Embedding embedding = new Embedding(chunks, vectors, model);

Properties

Methods

Adds the vectors and chunks from embedding .

Parameter
Type
Description

embedding

Chunks

: Gets the chunks of data that were embedded.

Model

: Gets the model name used for embedding.

Vectors

: Gets the vectors associated with the data chunks.

Add(embedding)

The instance providing the values to combine.

Returns: .

Clone()

Creates a deep copy of the current instance.

Returns: . A new instance that is a deep copy of the current instance.

String[]
String
Single[][]
Embedding
Embedding
Embedding
Embedding
String[]
Single[][]
String
Embedding
Embedding
Embedding
Embedding
Embedding