docs/content/guides/rag-ollama/_index.md

description	keywords	title	linkTitle	summary	tags	aliases	params
Containerize RAG application using Ollama and Docker	python, generative ai, genai, llm, ollama, rag, qdrant	Build a RAG application using Ollama and Docker	RAG Ollama application	This guide demonstrates how to use Docker to deploy Retrieval-Augmented Generation (RAG) models with Ollama.	ai	/guides/use-case/rag-ollama/	time 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.