<img align='center' src="./doc/static/images/brand_dark.jpg">

eyes is a Public Opinion Mining System focusing on taiwanese forums such as PTT, Dcard.

Features

• :fire: Article monitor: helps you capture the trend at a glance.
• :fire: Entity monitor: helps you spy on a specific entity.
• :fire: Weak supervision: let you generate & update model without human effort.
• :fire: 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

License

MIT