cookiecutter-spacy-fastapi
A cookiecutter template for deploying spaCy NLP models as FastAPI services compatible with Azure Search Custom Skills.
What is cookiecutter-spacy-fastapi?
cookiecutter-spacy-fastapi is a Cookiecutter template that generates a ready-to-deploy FastAPI service for spaCy natural language processing models. It solves the problem of quickly turning NLP models into production APIs, specifically tailored for integration as Custom Cognitive Skills in Azure Search. The template provides a standardized structure, Docker support, and compliance with Azure's interface requirements.
Data scientists, ML engineers, and developers who need to deploy spaCy NLP models as scalable APIs, especially those working within the Azure ecosystem or building search-related cognitive services.
Developers choose this template because it drastically reduces the time and effort required to productionize spaCy models, offering a battle-tested, Azure-compatible setup with best practices like FastAPI for performance and Docker for deployment consistency.
Overview
Cookiecutter API for creating Custom Skills for Azure Search using Python and Docker
Use Cases
Best For
- Adding custom NLP features to Azure Search pipelines
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