---
description: Containerize RAG application using Ollama and Docker
keywords:  python, generative ai, genai, llm, ollama, rag, qdrant
title: Build a RAG application using Ollama and Docker
linkTitle: RAG Ollama application
toc_min: 1
toc_max: 2
---

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.

{{< button text="Containerize a RAG app" url="containerize.md" >}}