Cloudflare Docs
Vectorize
Cloudflare Docs
Vectorize
Edit this page
Report an issue with this page
Log into the Cloudflare dashboard
Set theme to dark (⇧+D)
  1. Products
  2. Vectorize

Cloudflare Vectorize

Beta
Build full-stack AI applications with Vectorize, Cloudflare’s powerful vector database.
Available on Workers Paid plan

Vectorize is a globally distributed vector database that enables you to build full-stack, AI-powered applications with Cloudflare Workers. Vectorize makes querying embeddings — representations of values or objects like text, images, audio that are designed to be consumed by machine learning models and semantic search algorithms — faster, easier and more affordable.

For example, by storing the embeddings (vectors) generated by a machine learning model, including those built-in to Workers AI or by bringing your own from platforms like OpenAI, you can build applications with powerful search, similarity, recommendation, classification and/or anomaly detection capabilities based on your own data.

The vectors returned can reference images stored in Cloudflare R2, documents in KV, and/or user profiles stored in D1 — enabling you to go from vector search result to concrete object all within the Workers platform, and without standing up additional infrastructure.

​​ Features

​​ Vector database

Learn how to create your first Vectorize database, upload vector embeddings, and query those embeddings from Cloudflare Workers.

Create your Vector database

​​ Vector embeddings using Workers AI

Learn how to use Vectorize to generate vector embeddings using Workers AI.

Create vector embeddings using Workers AI
Workers AI

Run machine learning models, powered by serverless GPUs, on Cloudflare’s global network.

R2 Storage

Store large amounts of unstructured data without the costly egress bandwidth fees associated with typical cloud storage services.

​​ More resources

Limits
Learn about what limits Vectorize has during the open beta and how to work within them.
Use cases
Learn how you can build and deploy ambitious AI applications to Cloudflare’s global network.
Storage options
Learn more about the storage and database options you can build on with Workers.
Developer Discord
Connect with the Workers community on Discord to ask questions, join the #vectorize-open-beta channel to show what you are building, and discuss the platform with other developers.
@CloudflareDev
Follow @CloudflareDev on Twitter to learn about product announcements, and what is new in Cloudflare Developer Platform.