Build a RAG application using Ollama and Docker

The Retrieval Augmented Generation (RAG) guide teaches you how to containerize an existing RAG application using Docker. The example application is a RAG that acts like a sommelier, giving you the best pairings between wines and food. In this guide, you’ll learn how to:

  • Containerize and run a RAG application
  • Set up a local environment to run the complete RAG stack locally for development

Start by containerizing an existing RAG application.

Modules

  1. Containerize your app

    Learn how to containerize a RAG application.

  2. Develop your app

    Learn how to develop your generative RAG application locally.