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Awesome Open Source


Python cookiecutter API for quick deployments of spaCy models with FastAPI

Azure Search

The API interface is compatible with Azure Search Cognitive Skills.

For instructions on adding your API as a Custom Cognitive Skill in Azure Search see:


  • Python >= 3.6 with pip installed


Install the latest Cookiecutter if you haven't installed it yet (this requires Cookiecutter 1.4.0 or higher):

pip install --user cookiecutter

Point cookiecutter to this GitHub repository to automatically download and generate your project


View the of your new project for instructions on next steps


This project has two key dependencies:

Dependency Name Documentation Description
spaCy Industrial-strength Natural Language Processing (NLP) with Python and Cython
FastAPI FastAPI framework, high performance, easy to learn, fast to code, ready for production


This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit

When you submit a pull request, a CLA-bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., label, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA.

This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact [email protected] with any additional questions or comments.

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