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
An alternative implement of Imjad API | Imjad API 的开源替代

HibiAPI An alternative implement of Imjad API. Imjad API 的开源替代. 前言 由于Imjad API这是什么?使用人数过多, 致使调用超出限制, 所以本人希望提供一个开源替代来供社区进行自由的部署和使用, 从而减轻一部分该API的使用压力 优势

Mix Technology 450 Dec 29, 2022
Simple web app example serving a PyTorch model using streamlit and FastAPI

streamlit-fastapi-model-serving Simple example of usage of streamlit and FastAPI for ML model serving described on this blogpost and PyConES 2020 vide

Davide Fiocco 291 Jan 06, 2023
A FastAPI Plug-In to support authentication authorization using the Microsoft Authentication Library (MSAL)

FastAPI/MSAL - MSAL (Microsoft Authentication Library) plugin for FastAPI FastAPI - https://github.com/tiangolo/fastapi FastAPI is a modern, fast (hig

Dudi Levy 15 Jul 20, 2022
Fast, simple API for Apple firmwares.

Loyal Fast, Simple API for fetching Apple Firmwares. The API server is closed due to some reasons. Wait for v2 releases. Features Fetching Signed IPSW

11 Oct 28, 2022
A server hosts a FastAPI application and multiple clients can be connected to it via SocketIO.

FastAPI_and_SocketIO A server hosts a FastAPI application and multiple clients can be connected to it via SocketIO. Executing server.py sets up the se

Ankit Rana 2 Mar 04, 2022
FastAPI framework plugins

Plugins for FastAPI framework, high performance, easy to learn, fast to code, ready for production fastapi-plugins FastAPI framework plugins Cache Mem

RES 239 Dec 28, 2022
Keycloack plugin for FastApi.

FastAPI Keycloack Keycloack plugin for FastApi. Your aplication receives the claims decoded from the access token. Usage Run keycloak on port 8080 and

Elber 4 Jun 24, 2022
🐍Pywork is a Yeoman generator to scaffold a Bare-bone Python Application

Pywork python app yeoman generator Yeoman | Npm Pywork | Home PyWork is a Yeoman generator for a basic python-worker project that makes use of Pipenv,

Vu Tran 10 Dec 16, 2022
Prometheus integration for Starlette.

Starlette Prometheus Introduction Prometheus integration for Starlette. Requirements Python 3.6+ Starlette 0.9+ Installation $ pip install starlette-p

José Antonio Perdiguero 229 Dec 21, 2022
API written using Fast API to manage events and implement a leaderboard / badge system.

Open Food Facts Events API written using Fast API to manage events and implement a leaderboard / badge system. Installation To run the API locally, ru

Open Food Facts 5 Jan 07, 2023
Drop-in MessagePack support for ASGI applications and frameworks

msgpack-asgi msgpack-asgi allows you to add automatic MessagePack content negotiation to ASGI applications (Starlette, FastAPI, Quart, etc.), with a s

Florimond Manca 128 Jan 02, 2023
Sample project showing reliable data ingestion application using FastAPI and dramatiq

Create and deploy a reliable data ingestion service with FastAPI, SQLModel and Dramatiq This is the source code for the data ingestion service explain

François Voron 31 Nov 30, 2022
A simple Redis Streams backed Chat app using Websockets, Asyncio and FastAPI/Starlette.

redis-streams-fastapi-chat A simple demo of Redis Streams backed Chat app using Websockets, Python Asyncio and FastAPI/Starlette. Requires Python vers

ludwig404 135 Dec 19, 2022
Fastapi-ml-template - Fastapi ml template with python

FastAPI ML Template Run Web API Local $ sh run.sh # poetry run uvicorn app.mai

Yuki Okuda 29 Nov 20, 2022
implementation of deta base for FastAPIUsers

FastAPI Users - Database adapter for Deta Base Ready-to-use and customizable users management for FastAPI Documentation: https://fastapi-users.github.

2 Aug 15, 2022
Regex Converter for Flask URL Routes

Flask-Reggie Enable Regex Routes within Flask Installation pip install flask-reggie Configuration To enable regex routes within your application from

Rhys Elsmore 48 Mar 07, 2022
FastAPI with async for generating QR codes and bolt11 for Lightning Addresses

sendsats An API for getting QR codes and Bolt11 Invoices from Lightning Addresses. Share anywhere; as a link for tips on a twitter profile, or via mes

Bitkarrot 12 Jan 07, 2023
A dynamic FastAPI router that automatically creates CRUD routes for your models

⚡ Create CRUD routes with lighting speed ⚡ A dynamic FastAPI router that automatically creates CRUD routes for your models

Adam Watkins 950 Jan 08, 2023
A kedro-plugin to serve Kedro Pipelines as API

General informations Software repository Latest release Total downloads Pypi Code health Branch Tests Coverage Links Documentation Deployment Activity

Yolan Honoré-Rougé 12 Jul 15, 2022
A web application using [FastAPI + streamlit + Docker] Neural Style Transfer (NST) refers to a class of software algorithms that manipulate digital images

Neural Style Transfer Web App - [FastAPI + streamlit + Docker] NST - application based on the Perceptual Losses for Real-Time Style Transfer and Super

Roman Spiridonov 3 Dec 05, 2022