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mlops-1's Introduction

FastAPI Demo

An MLOps tutorial to deploy fastapi

Request Interface

Features

  1. FastAPI
  2. Web app using Uvicorn server
  3. Automated jobs using makefile
  4. Logging
  5. test files

Getting Started

To get started with the project, you will need to clone the repository to your local machine:
git clone [email protected]:AmgadHasan/mlops.git

Once you have cloned the repository, you can open the project in your preferred code editor and start exploring the code.

Prerequisites

To run the project, you will need to have the following installed on your machine:

  1. fastapi
  2. uvicorn
  3. pytest
  4. pylint

You can run the following command to install these packages:
pip install -r requirements.txt or make install

Running the project

To run the api server, go to the code directory and run the following command:
python -m uvicorn api:app --reload or make run

Contributing

Contributions are welcome! To contribute, please follow these steps:

Fork the repository. Create a new branch for your feature or bug fix: git checkout -b my-new-feature.

Make changes and commit them:
git commit -am 'Add some feature'

Push to the branch:
git push origin my-new-feature

Submit a pull request.

License

This project is licensed under the Apache 2.0 License - see the LICENSE file for details.

Authors

This project was created by: Amgad Hasan

Acknowledgments

Special thanks to Ahmed ElAwady for supervising this project.

Copyright

Copyright 2023 Amgad Hasan

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at: http://www.apache.org/licenses/LICENSE-2.0

mlops-1's People

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