{"repo":"wahyudesu/Fastapi-AI-Production-Template","free":true,"listed":false,"github":"https://github.com/wahyudesu/Fastapi-AI-Production-Template","clone":"git clone https://github.com/wahyudesu/Fastapi-AI-Production-Template.git","description":"Simple starter template for your ML/AI projects (uv package manager, RestAPI with FastAPI and Dockerfile support)","language":"Jupyter Notebook","stars":114,"topics":["ai","fastapi","fastapi-boilerplate","fastapi-template","machine-learning","python"],"license":"MIT","category":"machine-learning","readme_excerpt":"Fastapi AI Production Boilerplate Simple starter repo for your Machine Learning/AI projects Use Case - Build and serve machine learning models via production-ready APIs - Create scalable and easily deployable AI/ML backend services - Develop AI Agent applications based on FastAPI - Support end-to-end model experimentation, serving, and deployment Features - ✅Built in Security and API endpoint protection - ✅Lightweight Dockerfile with best practices - ✅Router serving support for ML, AI models and AI agents - ✅Project dependencies, env using uv - ✅Simple Logging using loguru - ✅Kubernetes manifests: Deployment, Service, HPA, Ingress - ✅Ready for production and educational use - ✅Lint and formatting using ruff - ✅Jupyter notebook for experiment ml and building ai agent - ✅Rate limiter and Middleware - ✅Very well documentation for easy understanding - ... Adding MCP Features Project Structure This structure makes code management and feature development easier. - For LLM, use notebooks such as notebooks/langgraph.ipynb for experiments. - For ML, use notebooks like notebook/bayesian-regression.ipynb , the data folder for datasets, and the model folder for models and training/prediction code. - Model serving and API endpoints are organized in the app/routers folder. For more details, see the FastAPI Documentation. Installation & Setup Make sure you have uv installed . Linter Run on local After running the command above, your FastAPI application will be available at http://localhost:","default_branch":null,"files":null,"tree":[],"storefront":"/r/wahyudesu","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/wahyudesu/Fastapi-AI-Production-Template/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}