Contributing to D&D RAG Exploration¶

We welcome contributions to the D&D RAG Exploration project! Whether you're interested in improving existing techniques, exploring new research directions, or enhancing documentation, there are many ways to get involved.

🤝 Ways to Contribute¶

Research Contributions¶

New RAG Techniques: Implement and evaluate novel retrieval or generation methods
D&D-Specific Optimizations: Develop techniques tailored to tabletop gaming content
Evaluation Frameworks: Create new metrics for assessing RAG performance on D&D queries
Comparative Studies: Benchmark different approaches on D&D-specific tasks

Code Contributions¶

Core Library Features: Enhance the main RAG pipeline and components
Agent Capabilities: Expand the intelligent agent system
Graph Database: Improve knowledge graph construction and querying
User Interface: Develop web interfaces or CLI tools

Documentation¶

Research Documentation: Explain techniques and findings clearly
Tutorials: Create step-by-step guides for new users
API Documentation: Document code interfaces and usage
Examples: Provide practical examples and use cases

Data and Evaluation¶

Query Datasets: Curate realistic D&D questions for evaluation
Gold Standard Answers: Create reference answers for benchmarking
User Studies: Design and conduct evaluations with real D&D players
Performance Benchmarks: Establish baseline metrics for comparison

Thank you for your interest in contributing! Every contribution, no matter how small, helps advance the state of AI for tabletop gaming. 🎲✨