End of local AI Apps ?? HuggingFace Spaces + Docker + FastAPI

In this video, I'll take you through the entire process of integrating Hugging Face Spaces with Docker for FastAPI applications.

This step-by-step tutorial is designed for developers of all levels, aiming to seamless API deployment.

➡️What You'll Learn:
- An introduction to Hugging Face Spaces and FastAPI
- Setting up your development environment
- Creating and Dockerizing a FastAPI application
- Integrating powerful Hugging Face models
- Deploying and testing your FastAPI app on Hugging Face Spaces

➡️Chapters:
00:00 - Introduction
00:30 - Overview of Hugging Face Spaces and FastAPI
01:45 - Creating new Space
03:56 - Building Your First FastAPI Application
08:00 - Google Flan T5 base model
10:35 - Install PyTorch
11:05 - Building the image & running the container
12:37 - Push to Spaces
14:03 - Handling Permission Denied Error
15:30 - Final Application Live on Hugging Face Spaces
17:05 - Conclusion and Next Steps

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🔗 Links

#fastapi #huggingface #huggingface #docker #ai #meta #generativeai

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