description: Search documents with scores from vector store.

VectorStore To Document

The VectorStore To Document node is a component in the Document Loaders category that allows you to search and retrieve documents with scores from a vector store. It converts the retrieved documents into either a document object array or a concatenated text string.

Inputs

Required Parameters

• Vector Store: The vector store to search documents from

Optional Parameters

• Query:
  • Query to retrieve documents from the vector database. If not specified, the user question will be used
  • Accepts variables
• Minimum Score (%): Minimum score for embedding documents to be included

Outputs

• Document: Array of document objects containing:
  • metadata: File metadata and custom fields
  • pageContent: Extracted text content
• Text: Concatenated string of all extracted content

{% hint style="info" %} This section is a work in progress. We appreciate any help you can provide in completing this section. Please check our Contribution Guide to get started. {% endhint %}