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
๐Ÿ”€โณ Easy throttling with asyncio support

Throttler Zero-dependency Python package for easy throttling with asyncio support. ๐Ÿ“ Table of Contents ๐ŸŽ’ Install ๐Ÿ›  Usage Examples Throttler and Thr

Ramzan Bekbulatov 80 Dec 07, 2022
Prometheus exporter for several chia node statistics

prometheus-chia-exporter Prometheus exporter for several chia node statistics It's assumed that the full node, the harvester and the wallet run on the

30 Sep 19, 2022
fastapi-cache is a tool to cache fastapi response and function result, with backends support redis and memcached.

fastapi-cache Introduction fastapi-cache is a tool to cache fastapi response and function result, with backends support redis, memcache, and dynamodb.

long2ice 551 Jan 08, 2023
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

Josรฉ Gabriel Mourรฃo Bezerra 2 Sep 17, 2022
Get MODBUS data from Sofar (K-TLX) inverter through LSW-3 or LSE module

SOFAR Inverter + LSW-3/LSE Small utility to read data from SOFAR K-TLX inverters through the Solarman (LSW-3/LSE) datalogger. Two scripts to get inver

58 Dec 29, 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
Basic fastapi blockchain - An api based blockchain with full functionality

Basic fastapi blockchain - An api based blockchain with full functionality

1 Nov 27, 2021
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
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
Qwerkey is a social media platform for connecting and learning more about mechanical keyboards built on React and Redux in the frontend and Flask in the backend on top of a PostgreSQL database.

Flask React Project This is the backend for the Flask React project. Getting started Clone this repository (only this branch) git clone https://github

Peter Mai 22 Dec 20, 2022
๐Ÿƒ A comprehensive monitoring and alerting solution for the status of your Chia farmer and harvesters.

chia-monitor A monitoring tool to collect all important metrics from your Chia farming node and connected harvesters. It can send you push notificatio

Philipp Normann 153 Oct 21, 2022
Mixer -- Is a fixtures replacement. Supported Django, Flask, SqlAlchemy and custom python objects.

The Mixer is a helper to generate instances of Django or SQLAlchemy models. It's useful for testing and fixture replacement. Fast and convenient test-

Kirill Klenov 871 Dec 25, 2022
Deploy/View images to database sqlite with fastapi

Deploy/View images to database sqlite with fastapi cd realistic Dependencies dat

Fredh Macau 1 Jan 04, 2022
Keepalive - Discord Bot to keep threads from expiring

keepalive Discord Bot to keep threads from expiring Installation Create a new Di

Francesco Pierfederici 5 Mar 14, 2022
Light, Flexible and Extensible ASGI API framework

Starlite Starlite is a light and flexible ASGI API framework. Using Starlette and pydantic as foundations. Check out the Starlite documentation ๐Ÿ“š Cor

1.5k Jan 04, 2023
Generate modern Python clients from OpenAPI

openapi-python-client Generate modern Python clients from OpenAPI 3.x documents. This generator does not support OpenAPI 2.x FKA Swagger. If you need

Triax Technologies 558 Jan 07, 2023
Learn to deploy a FastAPI application into production DigitalOcean App Platform

Learn to deploy a FastAPI application into production DigitalOcean App Platform. This is a microservice for our Try Django 3.2 project. The goal is to extract any and all text from images using a tec

Coding For Entrepreneurs 59 Nov 29, 2022
Cbpa - Coinbase Pro Automation for buying your favourite cryptocurrencies

cbpa Coinbase Pro Automation for making buy orders from a default bank account.

Anthony Corletti 3 Nov 27, 2022
Hyperlinks for pydantic models

Hyperlinks for pydantic models In a typical web application relationships between resources are modeled by primary and foreign keys in a database (int

Jaakko Moisio 10 Apr 18, 2022
๐Ÿš€ Cookiecutter Template for FastAPI + React Projects. Using PostgreSQL, SQLAlchemy, and Docker

FastAPI + React ยท A cookiecutter template for bootstrapping a FastAPI and React project using a modern stack. Features FastAPI (Python 3.8) JWT authen

Gabriel Abud 1.4k Jan 02, 2023