Architectures

Learn how you can use Vectorize within your existing architecture.

Reference architectures

Explore the following reference architectures that use Vectorize:

Fullstack applications

A practical example of how these services come together in a real fullstack application architecture.

Ingesting BigQuery Data into Workers AI

You can connect a Cloudflare Worker to get data from Google BigQuery and pass it to Workers AI, to run AI Models, powered by serverless GPUs.

Composable AI architecture

The architecture diagram illustrates how AI applications can be built end-to-end on Cloudflare, or single services can be integrated with external infrastructure and services.

Retrieval Augmented Generation (RAG)

RAG combines retrieval with generative models for better text. It uses external knowledge to create factual, relevant responses, improving coherence and accuracy in NLP tasks like chatbots.