Reinventing Word Games Through AI
In a digital landscape filled with conventional word games, Ordjagten (Danish for “The Word Hunt”) stands apart by leveraging advanced computational linguistics to create a uniquely challenging and intellectually stimulating experience. Unlike traditional word games that rely on dictionary definitions or simple letter arrangements, Ordjagten employs AI-powered word embeddings to measure the semantic distance between words, creating a game of conceptual proximity rather than just vocabulary.
The Challenge
Word games typically suffer from several limitations:
- Predictability: Most follow established patterns that become repetitive
- Limited Learning Value: They rarely introduce players to new vocabulary relationships
- Shallow Engagement: Many games rely on chance rather than cognitive reasoning
- Lack of Social Competition: Few games effectively integrate friendly competition into the experience
The Ordjagten Solution
Ordjagten addresses these challenges by creating a daily word guessing game that uses advanced linguistic models to transform how players think about language and word relationships.
Key Features
Innovative Gameplay Mechanics
The core gameplay revolves around an elegant yet challenging concept:
- Each day presents a new target word to discover
- Players submit guesses and receive feedback on how semantically close they are to the target word
- The proximity is calculated using FastText word embeddings that represent words as vectors in multi-dimensional space
- The game rewards both vocabulary depth and understanding of conceptual relationships between words
Social Competition Elements
Ordjagten enhances the gaming experience through social features:
- Add friends to your network
- View daily scores and historical performance of friends
- Compare your solving approach with others
- Optional anonymous play for those who prefer privacy
Secure Authentication
The game provides flexible authentication options:
- Secure Google authentication for a seamless login experience
- Anonymous play for those who prefer not to create an account
- Persistent game state across devices when logged in
Responsive Design
Ordjagten is built with modern web technologies to ensure:
- Fully responsive design that adapts to any screen size
- Optimized experience for both mobile and desktop platforms
- Intuitive touch controls for mobile users
- Clean, distraction-free interface that focuses on gameplay
Technical Implementation
FastText Word Embeddings
At the core of Ordjagten’s unique gameplay experience lies its use of FastText word embeddings:
- Created by Facebook’s AI Research lab, FastText represents words as vectors in a 300-dimensional space
- Words with similar meanings appear closer together in this vector space
- This allows the game to calculate meaningful semantic distances between words
- The implementation handles both common and rare words effectively
Modern Web Stack
The game is built using a robust and modern technology stack:
- Frontend: SvelteKit for a highly responsive and interactive UI
- Styling: Tailwind CSS with Shadcn UI components for a clean, modern design
- Backend: Server-side rendering and API endpoints through SvelteKit
- Database: PostgreSQL managed through Drizzle ORM for type-safe queries
- Authentication: OAuth integration for Google authentication
Self-Hosted Infrastructure
The entire application is self-hosted for maximum control and performance:
- Deployed using Docker containers for consistent environments
- Managed through Coolify for streamlined deployment and updates
- Database hosted on the same server for reduced latency
- Regular backups to ensure data safety
Play Ordjagten Today
Challenge yourself with this innovative word game that will expand your vocabulary and transform how you think about word relationships.
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