Introduction

You can use Patterns to prototype and deploy end-to-end AI workflows, applications, and entire systems.

Recent advances in LLMs and diffusion models have produced a powerful new brain, but this brain is not yet functional in the real world — it must be connected to business sensors (events) and actuators (actions).

Patterns solves this by providing access to state-of-the-art AI models as part of a unified data processing platform that provides powerful abstractions for ingesting, processing, storing, and exporting data. In the AI world, this is synonymous to perception, cognition, memory, and action.

Our community has built hundreds of open-source applications and components that you can clone and run yourself from our catalog.

• If you prefer hands-on learning, our guide to building your first app will provide a practical introduction.
• If you prefer to learn through examples, check out some of the apps created by our community.
• If you prefer a more theoretical approach, our guide on how Patterns works will provide a written explanation.