• OpenAI GPT-4 Integration - Latest AI model with multimodal capabilities
• Advanced Learning System - Real-time learning from user feedback with confidence scoring
• Comprehensive Knowledge Database - 4.3M+ characters of verified Discord community content
• Context-Aware AI - Adapts responses based on channel type and user history
• Multimodal Support - Image analysis, voice commands, and rich interactions

• Real-time Feedback Processing - 👍/👎 reaction learning with confidence scoring
• Pattern Recognition - Automatic question categorization and topic identification
• Similarity Matching - Levenshtein distance algorithm for intelligent question matching
• Auto-Correction - Direct user corrections override and improve AI responses
• Confidence Tracking - Dynamic confidence scoring per question and response

• Self-Hosted Express.js API - 9 endpoints for analytics, learning, and data export
• Real-time Performance Monitoring - Response times, AI vs database responses, user engagement
• Learning Analytics - Feedback analysis, question patterns, improvement suggestions
• Data Export - JSON/CSV export capabilities for advanced analysis
• Rate Limiting & Security - API key authentication and request limiting

XYIAN Bot is a sophisticated AI-powered Discord platform specifically designed for the Archero 2 gaming community. It combines cutting-edge machine learning, comprehensive game knowledge, and advanced community management to create the ultimate gaming Discord experience.

• 🧠 Comprehensive Knowledge Base - 4.3M+ characters of real Discord community content
• 📊 Advanced Analytics - Real-time performance monitoring and user engagement tracking
• 🤖 Enhanced AI Integration - Role-based AI access with channel-specific responses
• 📈 Learning System - Automatic response improvement from user feedback
• 🔧 API Server - Self-hosted Express.js API with 9 endpoints for data access
• 📚 Expert Knowledge Database - Real community knowledge with verified accurate information
• 🛡️ Crash Prevention - Comprehensive error handling and duplicate instance prevention
• 🎉 Supercharged Welcome - Rich welcome messages with community features and guild info

┌─────────────────────────────────────────────────────────────┐
│                    XYIAN Bot Platform                      │
├─────────────────────────────────────────────────────────────┤
│  🤖 Discord Bot Service    │  📊 API Server Service        │
│  • AI-Powered Responses   │  • Analytics & Monitoring     │
│  • Machine Learning       │  • Data Export (JSON/CSV)      │
│  • Expert Knowledge DB    │  • Learning System API        │
│  • Real-time Feedback     │  • Performance Metrics        │
│  • Webhook Integration    │  • Rate Limiting & Security   │
└─────────────────────────────────────────────────────────────┘

• Node.js with Discord.js v14 for Discord integration
• TypeScript for type safety and development
• OpenAI GPT-3.5-turbo for AI-powered responses
• Express.js API server with comprehensive endpoints
• SQLite with better-sqlite3 for analytics and learning
• Winston for comprehensive logging and monitoring

• Context-Aware Responses - AI adapts to channel type and user context
• Real Community Knowledge Integration - 4.3M+ characters of verified Discord community content
• Learning from Feedback - Real-time improvement from user reactions
• Confidence Scoring - Dynamic confidence tracking for response quality
• Fallback Systems - Graceful degradation when AI is unavailable

graph LR
    A[User Question] --> B[AI Processing]
    B --> C[Response Generation]
    C --> D[User Feedback]
    D --> E[Learning System]
    E --> F[Knowledge Update]
    F --> B

• Real-time Performance Tracking - Response times, success rates, user engagement
• Learning Analytics - Feedback patterns, question frequency, improvement areas
• User Behavior Analysis - Popular questions, channel usage, engagement metrics
• System Health Monitoring - Uptime, error rates, performance bottlenecks

• 3-Character Team Compositions - Optimal hero combinations with item bonuses
• Build Optimization - Different builds for each character with synergy analysis
• Meta Analysis - Current tier lists, counter-strategies, and competitive insights
• Advanced Mechanics - Resonance system, upgrade paths, and resource optimization

• Weapon System - Only 3 S-tier weapons (Oracle Staff, Griffin Claws, Dragoon Crossbow)
• Character Database - Legendary, Epic, and Common characters with detailed abilities
• Upgrade System - Epic → Legendary → Mythic → Chaotic progression paths
• Event System - Rotating events with correct status checking and optimization

• F2P Progression Guides - Budget builds and resource optimization
• PvP Strategies - Arena and Supreme Arena competitive tactics
• Guild Management - XYIAN guild requirements and coordination
• Event Optimization - Timing, preparation, and reward maximization

• Node.js 16.9.0 or higher
• Discord Bot Token
• OpenAI API Key (optional, for AI features)
• Guild/Server Administrator permissions

1. Clone the repository

   git clone https://github.com/yourusername/arch2-discord-bot.git
   cd arch2-discord-bot

2. Install dependencies

   npm install

3. Configure environment

   cp .env.example .env
   # Edit .env with your Discord token, OpenAI API key, and webhook URLs

4. Start the platform

   npm start

# Discord Configuration
DISCORD_TOKEN=your_discord_bot_token
CLIENT_ID=your_discord_client_id
GUILD_ID=your_discord_guild_id

# AI Configuration
OPENAI_API_KEY=your_openai_api_key

# Guild Configuration
ARCH_GUILD_ID=213797

# Webhook URLs
XYIAN_GUILD_WEBHOOK=your_xyian_webhook
GENERAL_CHAT_WEBHOOK=your_general_webhook
GUILD_RECRUIT_WEBHOOK=your_recruit_webhook
GUILD_EXPEDITION_WEBHOOK=your_expedition_webhook
GUILD_ARENA_WEBHOOK=your_arena_webhook

# API Configuration
API_PORT=3001
API_KEY=your_api_key

• Natural Language Processing - Ask questions in natural language
• Context-Aware Responses - AI adapts to channel and user context
• Real Community Knowledge - 4.3M+ characters of verified Discord community content
• Learning from Feedback - Real-time improvement from user reactions

• Performance Metrics - Response times, success rates, user engagement
• Learning Analytics - Feedback patterns, question frequency, improvement areas
• User Behavior - Popular questions, channel usage, engagement metrics
• System Health - Uptime, error rates, performance bottlenecks

1. Question Processing - Natural language understanding and categorization
2. AI Response Generation - Context-aware response generation
3. User Feedback Collection - Real-time 👍/👎 reaction learning
4. Learning System - Pattern recognition and response improvement
5. Knowledge Update - Automatic database updates from learning

• Confidence Scoring - Dynamic confidence tracking per question
• Similarity Matching - Intelligent question matching with Levenshtein distance
• Pattern Recognition - Automatic topic categorization and analysis
• Auto-Correction - Direct user corrections override AI responses

arch2-discord-bot/
├── ultimate-xyian-bot.js          # Main bot service
├── api-server.js                  # Express API server
├── learning-system.js             # Machine learning system
├── archero2-data-scraper.js       # Data collection system
├── src/                           # TypeScript source
│   ├── commands/                  # Command handlers
│   ├── services/                  # Core services
│   ├── utils/                     # Utility functions
│   └── types/                     # TypeScript definitions
├── docs/                          # Comprehensive documentation
├── data/                          # Learning and analytics data
└── config/                        # Configuration files

npm run dev          # Development mode with hot reload
npm run build        # Build TypeScript to JavaScript
npm run start        # Start production platform
npm run lint         # Run ESLint
npm run deploy       # Deploy to hosting platform
npm run test         # Run test suite

# Health and Status
GET  /api/health                    # System health check
GET  /api/status                    # Real-time status

# Analytics
GET  /api/analytics/overview        # Performance metrics
GET  /api/analytics/questions/popular  # Popular questions
GET  /api/analytics/performance     # Response time analysis

# Learning System
POST /api/learning/feedback         # Submit feedback
GET  /api/learning/suggestions     # Improvement suggestions

# Data Export
GET  /api/export/interactions      # Export interactions (JSON/CSV)
GET  /api/export/analytics         # Export analytics (JSON/CSV)

• Response Time Tracking - Average, minimum, maximum response times
• AI vs Database Responses - Performance comparison and optimization
• User Engagement - Question frequency, channel usage, feedback patterns
• Learning Progress - Confidence scores, improvement trends, knowledge growth

• Uptime Tracking - System availability and reliability
• Error Monitoring - Error rates, failure patterns, system stability
• Performance Bottlenecks - Identification and optimization of slow areas
• Resource Usage - Memory, CPU, and database performance

• Guild ID: 213797
• Requirements: 300k+ power, daily active
• Benefits: Expert strategies, active community, event coordination
• AI Access: Enhanced AI features for guild members

• XYIAN Discord Server: Join our community
• Official Archero 2 Discord: Join the official server - 175,000+ members, 19,500+ online
• Issues: Report bugs or request features
• Discussions: Community discussions

• Bot Architecture - Complete system architecture
• AI Integration Guide - AI system documentation
• Learning System - ML system guide
• Archero 2 Mechanics - Game knowledge database
• Deployment Guide - Hosting and deployment
• API Reference - Complete API documentation

• 4.3M+ Characters - Real Discord community knowledge database
• 12 Discord Channels - Comprehensive community content integration
• 9 API Endpoints - Complete analytics and learning platform
• Real-time Learning - Machine learning from user feedback
• Multi-channel AI - Context-aware responses across channels
• Advanced Analytics - Comprehensive performance monitoring
• Crash Prevention - Robust error handling and duplicate prevention

• Dual-Service Architecture - Discord bot + API server on single instance
• Machine Learning Pipeline - Real-time learning and improvement
• Real Community Knowledge Integration - 4.3M+ characters of verified Discord content
• Advanced Analytics - Performance monitoring and user behavior analysis
• Crash Prevention System - Comprehensive error handling and duplicate prevention
• Supercharged Welcome System - Rich community onboarding with guild integration

• License: This project is licensed under the MIT License - see the LICENSE file for details
• Owner: XYIAN (@xyian) - All rights reserved
• Privacy Policy: PRIVACY-POLICY.md - How we handle your data
• Terms of Service: TERMS-OF-SERVICE.md - Usage terms and conditions

• Archero 2 Community - For game insights and strategy sharing
• Discord.js - For the amazing Discord API library
• OpenAI - For powerful AI capabilities
• XYIAN Guild Members - For testing, feedback, and community support
• Archero 2 Developers - For creating an amazing game