Fastapi-ml-template - Fastapi ml template with python

Overview

FastAPI ML Template

Run Web API

Local

$ sh run.sh
#   poetry run uvicorn app.main:app --reload --host 0.0.0.0 --port 9000

Docker

$ docker build -f Dockerfile -t fastapi-ml .
$ docker run -p 9000:9000 --rm --name fastapi-ml -t -i fastapi-ml

Docker Compose

$ docker compose up --build

Request Commands

$ curl --request POST --url http://127.0.0.1:8000/api/v1/predict --header 'Content-Type: application/json' --data '{"input_text": "test"}'
$ http POST http://127.0.0.1:8000/api/v1/predict input_text=テスト

Development

Run Tests and Linter

$ poetry run tox

Reference

Owner
Yuki Okuda
Yuki Okuda
FastAPI native extension, easy and simple JWT auth

fastapi-jwt FastAPI native extension, easy and simple JWT auth

Konstantin Chernyshev 19 Dec 12, 2022
SuperSaaSFastAPI - Python SaaS Boilerplate for building Software-as-Service (SAAS) apps with FastAPI, Vue.js & Tailwind

Python SaaS Boilerplate for building Software-as-Service (SAAS) apps with FastAP

Rudy Bekker 31 Jan 10, 2023
🔀⏳ Easy throttling with asyncio support

Throttler Zero-dependency Python package for easy throttling with asyncio support. 📝 Table of Contents 🎒 Install 🛠 Usage Examples Throttler and Thr

Ramzan Bekbulatov 80 Dec 07, 2022
Dead-simple mailer micro-service for static websites

Mailer Dead-simple mailer micro-service for static websites A free and open-source software alternative to contact form services such as FormSpree, to

Romain Clement 42 Dec 21, 2022
Cache-house - Caching tool for python, working with Redis single instance and Redis cluster mode

Caching tool for python, working with Redis single instance and Redis cluster mo

Tural 14 Jan 06, 2022
A minimal Streamlit app showing how to launch and stop a FastAPI process on demand

Simple Streamlit + FastAPI Integration A minimal Streamlit app showing how to launch and stop a FastAPI process on demand. The FastAPI /run route simu

Arvindra 18 Jan 02, 2023
Farlimit - FastAPI rate limit with python

FastAPIRateLimit Contributing is F&E (free&easy) Y Usage pip install farlimit N

omid 27 Oct 06, 2022
User authentication fastapi with python

user-authentication-fastapi Authentication API Development Setup environment You should create a virtual environment and activate it: virtualenv venv

Sabir Hussain 3 Mar 03, 2022
Keycloak integration for Python FastAPI

FastAPI Keycloak Integration Documentation Introduction Welcome to fastapi-keycloak. This projects goal is to ease the integration of Keycloak (OpenID

Code Specialist 113 Dec 31, 2022
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
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
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
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
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
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
A RESTful API for creating and monitoring resource components of a hypothetical build system. Built with FastAPI and pydantic. Complete with testing and CI.

diskspace-monitor-CRUD Background The build system is part of a large environment with a multitude of different components. Many of the components hav

Nick Hopewell 67 Dec 14, 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
A minimal FastAPI implementation for Django !

Caution!!! This project is in early developing stage. So use it at you own risk. Bug reports / Fix PRs are welcomed. Installation pip install django-m

toki 23 Dec 24, 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
Reusable utilities for FastAPI

Reusable utilities for FastAPI Documentation: https://fastapi-utils.davidmontague.xyz Source Code: https://github.com/dmontagu/fastapi-utils FastAPI i

David Montague 1.3k Jan 04, 2023