RIMA

A transparent Recommendation and Interest Modeling Application

Developed by ... at ... for ... since ...

Official builds and deployments

Live instances

• Production: rima.soco.inko.cloud (latest release)
• Preview: edge.rima.soco.inko.cloud (branch master)
• Preview: development.rima.soco.inko.cloud (branch development)

Container images

• see GitHub Packages

Run on Docker

• Production: docker-compose up -f docker-compose.yml (see Makefile)
• Development: tilt up

Run on Kubernetes

• see ./.k8s/README.md

Development setup

• see ./RIMA-Backend/README.md and ./RIMA-Frontend/README.md

Application architecture

Components

• RIMA-Backend
  • api: Django (Python) HTTP api, serving ...
  • worker: Celery (Python) job queue, doing ...
  • db: PostgreSQL database, used for ...
  • redis: Redis key-value cache, used for ...
• RIMA-Frontend
  • web: User-facing React (Node.js) UI, offering ...
• model:
  • downloader: Bash, fetches GloVe model from Google Drive
  • server: nginx, serves GloVe model to RIMA-Backend via HTTP

Citations

• (Bibtex)

Contributing