Example how to deploy deep learning model with aiohttp.

Overview

aiohttp-demos

GitHub Actions status for master branch Chat on Gitter Latest Read The Docs

Demos for aiohttp project.

Imagetagger Deep Learning Image Classifier

Example how to deploy deep learning model with aiohttp.

https://raw.githubusercontent.com/aio-libs/aiohttp-demos/master/docs/_static/imagetagger.png

URL shortener

Simple URL shortener with Redis storage.

https://raw.githubusercontent.com/aio-libs/aiohttp-demos/master/docs/_static/shorty.png

Toxic Comments Classifier

UI and API for classification of offensive and toxic comments using Kaggle data and simple logistic regression.

https://raw.githubusercontent.com/aio-libs/aiohttp-demos/master/docs/_static/moderator.png

Moderator Slack Bot

Slack bot that moderates offensive and toxic chat messages using model from Moderator AI.

/docs/_static/slack_moderator.gif

Twitter clone

Twitter clone with MongoDB storage.

https://raw.githubusercontent.com/aio-libs/aiohttp-demos/master/docs/_static/motortwit.png

Chat

Simple chat using websockets.

https://raw.githubusercontent.com/aio-libs/aiohttp-demos/master/docs/_static/chat.png

Polls app

Simple polls application with PostgreSQL storage.

https://raw.githubusercontent.com/aio-libs/aiohttp-demos/master/docs/_static/polls.png

Blog

Blog application with PostgreSQL storage and Redis session store.

https://raw.githubusercontent.com/aio-libs/aiohttp-demos/master/docs/_static/blog.png

GraphQL Messenger

The simple realization of the GraphQL api.

/docs/_static/graph.gif

Contributing

Things you need for local development:

$ pip install -r requirements-dev.txt
$ pip install demos/polls
$ pip install demos/chat
$ pip install demos/blog
$ pip install demos/graphql-demo

To check documentation locally - run:

$ make doc

and click the open file link from the output.

To make sure everything is ok before committing:

$ make ci

Improvement plan

Polls:

  • [+] create configuration steps (venv, pip install, db initialization)
  • [+] fix or recreate tests
  • [~] revise tutorial.rst
  • [+] fix urls from aiohttp/tutorial
  • [x] setup communication channels (aio-libs gitter channel is enough)
  • [~] create missing issues
  • [+] add "Contributing" section
  • [ ] add "What's next" section
  • [ ] discuss roadmap
Owner
aio-libs
The set of asyncio-based libraries built with high quality
aio-libs
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