Build a RAG application using Ollama and Docker
This guide demonstrates how to use Docker to deploy Retrieval-Augmented
Generation (RAG) models with Ollama.
Time to complete
20 minutes
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
- Containerize your app
Learn how to containerize a RAG application.
- Develop your app
Learn how to develop your generative RAG application locally.