eyes is a Public Opinion Mining System focusing on taiwanese forums such as PTT, Dcard.
Features
-
🔥 Article monitor: helps you capture the trend at a glance. -
🔥 Entity monitor: helps you spy on a specific entity. -
🔥 Weak supervision: let you generate & update model without human effort. -
🔥 Well-integrated with spaCy: let you train models by yourself or use trained models in model hub simply.
Screenshots
Architecture
eyes system architecture
Tech Stack
Infrastructure
- Argo Workflows
- Celery, Flower
- Kubernetes, Helm Charts
- MySQL
- Redis
API
- FastAPI
- SQLAlchemy ORM
- GraphQL
Web
- React + Redux-Saga
- Tailwindcss
ML
- spaCy
- skweak