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
Minecraft biome tile server writing on Python using FastAPI

Blocktile Minecraft biome tile server writing on Python using FastAPI Usage https://blocktile.herokuapp.com/overworld/{seed}/{zoom}/{col}/{row}.png s

Vladimir 2 Aug 31, 2022
🚢 Docker images and utilities to power your Python APIs and help you ship faster. With support for Uvicorn, Gunicorn, Starlette, and FastAPI.

🚢 inboard 🐳 Docker images and utilities to power your Python APIs and help you ship faster. Description This repository provides Docker images and a

Brendon Smith 112 Dec 30, 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
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
Flask + marshmallow for beautiful APIs

Flask-Marshmallow Flask + marshmallow for beautiful APIs Flask-Marshmallow is a thin integration layer for Flask (a Python web framework) and marshmal

marshmallow-code 768 Dec 22, 2022
Turns your Python functions into microservices with web API, interactive GUI, and more.

Instantly turn your Python functions into production-ready microservices. Deploy and access your services via HTTP API or interactive UI. Seamlessly export your services into portable, shareable, and

Machine Learning Tooling 2.8k Jan 04, 2023
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
The template for building scalable web APIs based on FastAPI, Tortoise ORM and other.

FastAPI and Tortoise ORM. Powerful but simple template for web APIs w/ FastAPI (as web framework) and Tortoise-ORM (for working via database without h

prostomarkeloff 95 Jan 08, 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
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
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
🐞 A debug toolbar for FastAPI based on the original django-debug-toolbar. 🐞

Debug Toolbar 🐞 A debug toolbar for FastAPI based on the original django-debug-toolbar. 🐞 Swagger UI & GraphQL are supported. Documentation: https:/

Dani 74 Dec 30, 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
FastAPI application and service structure for a more maintainable codebase

Abstracting FastAPI Services See this article for more information: https://camillovisini.com/article/abstracting-fastapi-services/ Poetry poetry inst

Camillo Visini 309 Jan 04, 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
Fetching Cryptocurrency Prices from Coingecko and Displaying them on Grafana

cryptocurrency-prices-grafana Fetching Cryptocurrency Prices from Coingecko and Displaying them on Grafana About This stack consists of: Prometheus (t

Ruan Bekker 7 Aug 01, 2022
Asynchronous event dispatching/handling library for FastAPI and Starlette

fastapi-events An event dispatching/handling library for FastAPI, and Starlette. Features: straightforward API to emit events anywhere in your code ev

Melvin 238 Jan 07, 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
A Python framework to build Slack apps in a flash with the latest platform features.

Bolt for Python A Python framework to build Slack apps in a flash with the latest platform features. Read the getting started guide and look at our co

SlackAPI 684 Jan 09, 2023
Run your jupyter notebooks as a REST API endpoint. This isn't a jupyter server but rather just a way to run your notebooks as a REST API Endpoint.

Jupter Notebook REST API Run your jupyter notebooks as a REST API endpoint. This isn't a jupyter server but rather just a way to run your notebooks as

Invictify 54 Nov 04, 2022