How to Run Ollama Docker FastAPI: Step-by-Step Tutorial for Beginners

Are you looking to deploy a FastAPI application using Docker? In this step-by-step tutorial, I'll show you how to Dockerize your FastAPI app and integrate the Llama3 model using Ollama.

I'll guide you through setting up your environment, running the Llama3 model inside a Docker container, and serving it as a FastAPI application.

Whether you're new to Docker or an experienced developer, this tutorial will help you simplify your FastAPI development and deployment process.

➡️ What You'll Learn:
- Setting up Ollama Docker
- Installing and running FastAPI
- Deploying the Llama3 model in Docker
- Serving the model as a FastAPI application
- Handling JSON responses
- Troubleshooting tips

➡️ Chapters:
0:00 Introduction
2:30 Installing FastAPI
4:49 Running Llama3 Model
5:35 Handling JSON Responses
7:33 Starting with dockerizing
15:07 Building container
16:04 Executing
16:48 Troubleshooting
17:59 Conclusion

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🔗 Links

#ollama #fastapi #docker #llama2 #llama3 #meta #ai #generativeai

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[ano]

Thanks a lot! The whole tutorial is really to follow, I have been trying to dockerize and get my fastapi container and ollama container to interact with each for the last two days, you video helps me a lot

[karthikb.s.k.]

Nice . May I know how are you getting suggestions in vs code . When you press docker the command suggests are coming in VS CODE what is the settings for this please let me know