cookiecutter-spacy-fastapi/{{cookiecutter.project_slug}}

{{cookiecutter.project_name}}

{{cookiecutter.short_description}}

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Azure Search Cognitive Skills

For instructions on adding your API as a Custom Cognitive Skill in Azure Search see: https://docs.microsoft.com/en-us/azure/search/cognitive-search-custom-skill-interface

Resources

This project has two key dependencies:

Dependency Name	Documentation	Description
spaCy	https://spacy.io	Industrial-strength Natural Language Processing (NLP) with Python and Cython
FastAPI	https://fastapi.tiangolo.com	FastAPI framework, high performance, easy to learn, fast to code, ready for production

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Run Locally

To run locally in debug mode run:

cd ./{{cookiecutter.project_slug}}
bash ./create_virtualenv.sh
uvicorn app.api:app --reload

Open your browser to http://localhost:8000/docs to view the OpenAPI UI.

For an alternate view of the docs navigate to http://localhost:8000/redoc

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Deploy with Azure Pipelines

Follow this guide to setup an Azure Resource Group with instances of Azure Kubernetes Service and Azure Container Registry and setup CI / CD with Azure Pipelines.

https://docs.microsoft.com/en-us/azure/devops/pipelines/ecosystems/kubernetes/aks-template?view=azure-devops