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Retool-managed Vectors guides

How-to guides for storing documents, text, and web pages in a Retool-managed vector database for use with AI models.

Retool-managed Vectors abstracts away the complexities of preparing text and automatically generates the required data for AI models to make decisions using your data. You create a vector in which to store embeddings—unstructured text about a particular topic.

Retool automatically generates embeddings, splitting unstructured text into chunks where needed. If you add URLs to a Vector, Retool crawls matching web pages, fetching and storing the text.

You can manually add text and URLs, or write queries to interact with Retool-managed Vectors. Once added, you can manage the embeddings and view the associated text or URL.