Method●Since v1.0

fromDocuments

Static method to create a QdrantVectorStore instance from Document instances. The documents are added to the Qdrant database.

fromDocuments(
  docs: Document<Record<string, any>>[],
  embeddings: EmbeddingsInterface,
  dbConfig: QdrantLibArgs
): Promise<QdrantVectorStore>

Parameters

Name	Type	Description
`docs`*	`Document<Record<string, any>>[]`	Array of `Document` instances to be added to the Qdrant database.
`embeddings`*	`EmbeddingsInterface`	`Embeddings` instance used to generate vectors from the documents.
`dbConfig`*	`QdrantLibArgs`	`QdrantLibArgs` instance specifying the configuration for the Qdrant database.