Implement AI-Powered Debate Bots with Dynamic Personalities, Skill Levels, and AI-Driven Scoring

Problem Statement

The "Play vs Bot" feature does not currently function, as clicking the button leads to a blank page. There is no system in place for:

• Routing users to a debate interface.
• Handling bot interactions with varying difficulty levels and personalities.
• Providing an engaging and interactive debate experience with speech recognition, timers, and AI-driven judgments.
• Processing debates in the backend with context-aware responses and phase-based scoring.

Proposed Solution

Develop a seamless "Play vs Bot" experience with a dedicated debate interface and AI-driven scoring system.

Bot Personalities and Interaction

• Support multiple types of bots with varied personalities, ranging from beginner-friendly to expert-level challengers.
• Introduce an AI-driven response system to make interactions more dynamic.
• Implement real-time feedback mechanisms to improve user engagement.

Debate Interface

• Enable an interactive debate flow with structured phases.
• Provide a visually engaging and responsive UI.
• Implement speech recognition for a more natural debate experience.
• Introduce a dynamic timer system to manage response durations effectively.

AI-Driven Debate Judgments

• Develop an AI-based scoring system that evaluates arguments based on coherence, logic, and persuasiveness.
• Provide context-aware feedback to help users improve their debating skills.
• Display real-time scoring updates and final results at the end of the debate.

Implementation Details

User Flow

• Implement routing using React Router to automatically direct users to the "Play vs Bot" debate interface.
• Ensure a seamless transition from selecting the bot to starting the debate.

Bot Selection UI

• Create a <BotSelection /> component that allows users to choose from different bot personalities and skill levels.
• Display bot details, including their debating style and difficulty level.

Debate UI

• Develop a <DebateInterface /> component to handle real-time interactions.
• Implement a speech recognition feature for voice-based arguments.
• Include a dynamic timer to manage debate rounds effectively.

AI Judging System

• Create a <ScoringSystem /> component to provide real-time feedback.
• Use natural language processing (NLP) to analyze arguments and assign scores.
• Display a results screen at the end of the debate.

Enhancements

• Add robust error handling and fallback UI components.
• Improve accessibility with proper ARIA labels and keyboard navigation support.
• Optimize performance using memoization and lazy loading where applicable.

Expected Impact

• Enhanced Navigation: A structured Play vs Bot flow will improve user onboarding.
• Increased Engagement: The variety of bot personalities and interactive features will create a more immersive debate experience.
• Improved Learning: AI-driven scoring and feedback will enhance user comprehension.
• Scalability: This solution lays a strong foundation for future upgrades such as personalized bot recommendations, leaderboard integration, and advanced AI analysis.

Current Problem Demonstration

Watch the video below to understand the current issue:

Additional Notes

This enhancement aims to significantly improve the user experience for DebateAI by providing clear navigation and essential features for engaging in debates against AI-driven bots. Feedback is welcome, and modifications can be made as necessary.