https://github.com/vpgits/sdgp-backend

This repository contains the backend component of the SDGP project "quizzifyme"
https://github.com/vpgits/sdgp-backend

celery docker fastapi pytorch rabbitmq redis transformers

Last synced: 5 days ago
JSON representation

This repository contains the backend component of the SDGP project "quizzifyme"

• Host: GitHub
• URL: https://github.com/vpgits/sdgp-backend
• Owner: vpgits
• License: mit
• Created: 2023-11-02T04:46:05.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2024-03-26T01:43:45.000Z (8 months ago)
• Last Synced: 2024-03-27T00:36:49.339Z (8 months ago)
• Topics: celery, docker, fastapi, pytorch, rabbitmq, redis, transformers
• Language: Python
• Homepage: https://backend-quizzifyme.venura.dev
• Size: 3.03 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 5
• Metadata Files:
  • Readme: readme.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# sdgp-backend

Welcome to the sdgp-backend repository!

This repository contains the source code related to the Software Development Group Project (SDGP) machine learning component. Specifically, it includes a docker compose file and related github actions related to CI-CD pipeline

## Requirements

To run the backend successfully, ensure that your machine meets the following requirements:

- A VPS with least 2BG RAM , 1 VCPU and least 5Gb of Storage

- A stable internet connection

- API keys to supabase, fireworks, runpod

## Key-Takeaways

- You have to download gte/small[link:https://huggingface.co/thenlper/gte-small] and place it inside `celery_workers/src/api`

- Manually running without docker will require manually changing the code to configure rabbitmq and redis.

## Deployment

- You can try to replicate the given code and make your own version. You are free to explore and use it as you see fit.

- Or if you want to deploy this , locally can be done through docker compose. Make the appropriate changes to make docker compose work.

- If need to be deployed on cloud, setup a reverse proxy and use docker compose for hosting.