Method CreateVectorStoreDataSourceAsync

Namespace

LMKit.Data

Assembly

LM-Kit.NET.dll

CreateVectorStoreDataSourceAsync(IVectorStore, string, LM, MetadataCollection, CancellationToken)

Asynchronously creates a new DataSource instance that is backed by the specified vector store. This method leverages the vector store to store and retrieve data associated with the data source.

public static Task<DataSource> CreateVectorStoreDataSourceAsync(IVectorStore vectorStore, string identifier, LM model, MetadataCollection metadata = null, CancellationToken cancellationToken = default)

Parameters

vectorStore IVectorStore

The vector store to be used for storing and retrieving data associated with the data source.

identifier string

The unique identifier for the data source.

model LM

The language model associated with the data source.

metadata MetadataCollection

Optional metadata to be associated with the data source.

cancellationToken CancellationToken

A token to monitor for cancellation requests.

Returns

Task<DataSource>

A task representing the asynchronous operation. The task result contains a new DataSource instance that interacts with the specified vector store.

CreateVectorStoreDataSourceAsync(IVectorStore, string, int, MetadataCollection, CancellationToken)

Asynchronously creates a new DataSource instance that is backed by the specified vector store. This method leverages the vector store to store and retrieve data associated with the data source, using an explicit embedding size rather than a language model.

public static Task<DataSource> CreateVectorStoreDataSourceAsync(IVectorStore vectorStore, string identifier, int embeddingSize, MetadataCollection metadata = null, CancellationToken cancellationToken = default)

Parameters

vectorStore IVectorStore

The vector store to be used for storing and retrieving data associated with the data source.

identifier string

The unique identifier for the data source.

embeddingSize int

The dimensionality of the vector embeddings to be used by this data source.

metadata MetadataCollection

Optional metadata to be associated with the data source.

cancellationToken CancellationToken

A token to monitor for cancellation requests.

Returns

Task<DataSource>

A task representing the asynchronous operation. The task result contains a new DataSource instance that interacts with the specified vector store.