Class VectorSearch

Namespace

LMKit.Retrieval

Assembly

LM-Kit.NET.dll

Provides methods for searching partitions across one or more data sources by comparing vector embeddings for similarity.

public static class VectorSearch

Inheritance

object

VectorSearch

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Methods

FindMatchingPartitions(DataSource, float[], int, float, bool, bool, DataFilter, CancellationToken)

Synchronously finds the top matching partitions in the given data source based on cosine similarity to the provided query vector.

FindMatchingPartitions(IEnumerable<DataSource>, float[], int, float, bool, bool, DataFilter, CancellationToken)

Synchronously finds the top matching partitions from the given data sources based on cosine similarity to the provided query vector.

FindMatchingPartitionsAsync(DataSource, float[], int, float, bool, bool, DataFilter, CancellationToken)

Asynchronously finds the top matching partitions in the given data source based on cosine similarity to the provided query vector.

FindMatchingPartitionsAsync(IEnumerable<DataSource>, float[], int, float, bool, bool, DataFilter, CancellationToken)

Asynchronously finds the top matching partitions from the given data sources based on cosine similarity to the provided query vector.