Cookiecutter API for creating Custom Skills for Azure Search using Python and Docker

Overview

cookiecutter-spacy-fastapi

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: https://docs.microsoft.com/en-us/azure/search/cognitive-search-custom-skill-interface

Requirements

  • Python >= 3.6 with pip installed

Quickstart

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

cookiecutter https://github.com/Microsoft/cookiecutter-azure-search-cognitive-skill

View the README.md of your new project for instructions on next steps

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

Contributing

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 https://cla.microsoft.com.

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.

Owner
Microsoft
Open source projects and samples from Microsoft
Microsoft
🐍 Simple FastAPI template with factory pattern architecture

Description This is a minimalistic and extensible FastAPI template that incorporates factory pattern architecture with divisional folder structure. It

Redowan Delowar 551 Dec 24, 2022
Cookiecutter API for creating Custom Skills for Azure Search using Python and Docker

cookiecutter-spacy-fastapi Python cookiecutter API for quick deployments of spaCy models with FastAPI Azure Search The API interface is compatible wit

Microsoft 379 Jan 03, 2023
Toolkit for developing and maintaining ML models

modelkit Python framework for production ML systems. modelkit is a minimalist yet powerful MLOps library for Python, built for people who want to depl

140 Dec 27, 2022
Ansible Inventory Plugin, created to get hosts from HTTP API.

ansible-ws-inventory-plugin Ansible Inventory Plugin, created to get hosts from HTTP API. Features: Database compatible with MongoDB and Filesystem (J

Carlos Neto 0 Feb 05, 2022
Beyonic API Python official client library simplified examples using Flask, Django and Fast API.

Beyonic API Python Examples. The beyonic APIs Doc Reference: https://apidocs.beyonic.com/ To start using the Beyonic API Python API, you need to start

Harun Mbaabu Mwenda 46 Sep 01, 2022
OpenAPI for Todolist RESTful API

swagger-client OpenAPI for Todolist RESTful API This Python package is automatically generated by the Swagger Codegen project: API version: 1 Package

Iko Afianando 1 Dec 19, 2021
FastAPI interesting concepts.

fastapi_related_stuffs FastAPI interesting concepts. FastAPI version :- 0.70 Python3 version :- 3.9.x Steps Test Django Like settings export FASTAPI_S

Mohd Mujtaba 3 Feb 06, 2022
Instrument your FastAPI app

Prometheus FastAPI Instrumentator A configurable and modular Prometheus Instrumentator for your FastAPI. Install prometheus-fastapi-instrumentator fro

Tim Schwenke 441 Jan 05, 2023
Prometheus exporter for metrics from the MyAudi API

Prometheus Audi Exporter This Prometheus exporter exports metrics that it fetches from the MyAudi API. Usage Checkout submodules Install dependencies

Dieter Maes 7 Dec 19, 2022
FastAPI pagination

FastAPI Pagination Installation # Basic version pip install fastapi-pagination # All available integrations pip install fastapi-pagination[all] Avail

Yurii Karabas 561 Jan 07, 2023
Voucher FastAPI

Voucher-API Requirement Docker Installed on system Libraries Pandas Psycopg2 FastAPI PyArrow Pydantic Uvicorn How to run Download the repo on your sys

Hassan Munir 1 Jan 26, 2022
FastAPI IPyKernel Sandbox

FastAPI IPyKernel Sandbox This repository is a light-weight FastAPI project that is meant to provide a wrapper around IPyKernel interactions. It is in

Nick Wold 2 Oct 25, 2021
Simple notes app backend using Python's FastAPI framework.

my-notes-app Simple notes app backend using Python's FastAPI framework. Route "/": User login (GET): return 200, list of all of their notes; User sign

José Gabriel Mourão Bezerra 2 Sep 17, 2022
fastapi-mqtt is extension for MQTT protocol

fastapi-mqtt MQTT is a lightweight publish/subscribe messaging protocol designed for M2M (machine to machine) telemetry in low bandwidth environments.

Sabuhi 144 Dec 28, 2022
Full stack, modern web application generator. Using FastAPI, PostgreSQL as database, Docker, automatic HTTPS and more.

Full Stack FastAPI and PostgreSQL - Base Project Generator Generate a backend and frontend stack using Python, including interactive API documentation

Sebastián Ramírez 10.8k Jan 08, 2023
REST API with FastAPI and JSON file.

FastAPI RESTAPI with a JSON py 3.10 First, to install all dependencies, in ./src/: python -m pip install -r requirements.txt Second, into the ./src/

Luis Quiñones Requelme 1 Dec 15, 2021
A Flask extension that enables or disables features based on configuration.

Flask FeatureFlags This is a Flask extension that adds feature flagging to your applications. This lets you turn parts of your site on or off based on

Rachel Greenfield 131 Sep 26, 2022
Redis-based rate-limiting for FastAPI

Redis-based rate-limiting for FastAPI

Glib 6 Nov 14, 2022
LuSyringe is a documentation injection tool for your classes when using Fast API

LuSyringe LuSyringe is a documentation injection tool for your classes when using Fast API Benefits The main benefit is being able to separate your bu

Enzo Ferrari 2 Sep 06, 2021
A comprehensive CRUD API generator for SQLALchemy.

FastAPI Quick CRUD Introduction Advantage Constraint Getting started Installation Usage Design Path Parameter Query Parameter Request Body Upsert Intr

192 Jan 06, 2023