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myanirec-discord-bot's Introduction

MyAniRec-Discord-Bot

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Main Stack

Python, Redis, sqlite3, Pandas, Pytorch, discordpy, Ray Serve, asyncio, aiohttp

Instructions on a Linux,slurm system

  1. Git clone this repository
  2. scp token and existing Redis dump files to server
  3. Install Redis from source
  4. Copy dump.rdb to redis-stable
  5. Create this job file if using one node
  ray start --head --port=6400
  serve deploy server.yaml
  # can run python3 benchmark.py to ensure server is working
  #set redis config to daeomonize and save more frequently
  redis-stable/src/redis-server redis-stable/redis.conf
  nohup python3 main.py

TODO

  • Write the official documentation, blog
  • Clean up code
  • Optimize Redis schema
  • Add Redis to sql{ite?} backup system
  • Figure out way to use a global aiohttp.Clientsession
  • create proper install and run scripts
  • Reformat Pytorch model architecture to speed up torchscript, and enable using intel MKL
  • Add cache for .rec complete if nothing has changed since previous
  • Add structured logging?
  • Figure out slash commands
  • Fix pagination bug where it skips pages
  • Make recommender ignore dropped, on hold shows
  • Update model

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