spaCy FastAPI for Custom Cognitive Skills in Azure Search
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
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 |
To run locally in debug mode run:
cd ./ner
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
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.