ROADMAP.md

RAG Chat Application Roadmap

This document outlines the planned features and enhancements for the RAG Chat Application to improve document understanding and increase user engagement.

Phase 1: Improved Document Insights

1. Document Summary Dashboard

   • Visual summary with key topics, entities, and concepts
   • Interactive word cloud highlighting important terms
   • Document structure visualization showing main sections

2. Interactive Concept Mapping

   • Visual knowledge graph showing relationships between concepts
   • Click on connections to get explanations about relationships
   • Ability to expand specific areas of interest

3. Smart Document Navigation

   • Section-based jumping within large documents
   • Visual timeline for chronological content
   • Clickable table of contents generated from document structure

Phase 2: Enhanced User Interaction

4. Personalized Question Templates

   • "Ask about definitions" button for technical terms
   • "Explain in simpler terms" option for complex concepts
   • "Find related examples" for abstract ideas

5. Annotation and Highlighting

   • Allow users to highlight text while reading
   • Save annotations linked to document sections
   • AI-suggested annotations for important passages

6. Document Comparison

   • Compare multiple documents on similar topics
   • Highlight similarities and differences
   • Merge insights from multiple sources

Phase 3: Advanced Features and Engagement

7. Learning Progress Tracking

   • Track which sections/concepts the user has explored
   • Suggest unexplored important areas
   • Knowledge quizzes based on document content

8. Collaborative Features

   • Share document insights with team members
   • Discussion threads tied to specific document sections
   • Export conversation summaries

9. Enhanced Markdown with Interactive Elements

   • Interactive code snippets (for technical documents)
   • Embedded calculators or simulations
   • Expandable detailed explanations

10. Voice and Multimodal Interaction

    • Voice queries for hands-free document exploration
    • Image recognition for diagrams and charts
    • Text-to-speech for document content

11. Contextual Learning Resources

    • Suggested external resources for deeper understanding
    • Learning paths based on document complexity
    • Prerequisites identification and explanation

12. Engagement Gamification

    • Achievement badges for thorough document exploration
    • Daily challenges to explore different document aspects
    • Streak rewards for consistent engagement

Implementation Timeline

• Phase 1: TBD
• Phase 2: TBD
• Phase 3: TBD

We welcome feedback and contributions to this roadmap!