Method to add vectors to the MyScale database.
The vectors to add.
The documents associated with the vectors.
Promise that resolves when the vectors have been added.
Optional kOrFields: number | Partial<VectorStoreRetrieverInput<MyScaleStore>>Optional filter: MyScaleFilterOptional callbacks: CallbacksOptional tags: string[]Optional metadata: Record<string, unknown>Optional verbose: booleanMethod to search for vectors that are similar to a given query vector.
The query vector.
The number of similar vectors to return.
Optional filter: MyScaleFilterOptional filter for the search results.
Promise that resolves with an array of tuples, each containing a Document and a score.
Optional maxReturn documents selected using the maximal marginal relevance. Maximal marginal relevance optimizes for similarity to the query AND diversity among selected documents.
Text to look up documents similar to.
Static fromStatic method to create an instance of MyScaleStore from documents.
The documents to use.
The embeddings to use.
The arguments for the MyScaleStore.
Promise that resolves with a new instance of MyScaleStore.
Static fromStatic method to create an instance of MyScaleStore from an existing index.
The embeddings to use.
The arguments for the MyScaleStore.
Promise that resolves with a new instance of MyScaleStore.
Static fromStatic method to create an instance of MyScaleStore from texts.
The texts to use.
The metadata associated with the texts.
The embeddings to use.
The arguments for the MyScaleStore.
Promise that resolves with a new instance of MyScaleStore.
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Class for interacting with the MyScale database. It extends the VectorStore class and provides methods for adding vectors and documents, searching for similar vectors, and creating instances from texts or documents.