Echo is an advanced AI assistant powered by a sophisticated multi-agent system, designed to provide comprehensive support and automation for NodeByte's infrastructure and community.
- Multi-Agent System - Specialized agents for conversation, knowledge, research, support, and code analysis
- Context-Aware - Maintains conversation history and understands complex contexts
- Knowledge Management - Dynamic knowledge base with automatic validation and updates
- Performance Optimized - Efficient token usage, caching, and load balancing
- Database Integration - Direct Prisma ORM integration with PostgreSQL
- Discord Integration - Comprehensive Discord bot features and slash commands
- API Integration - OpenAI and Tavily for AI and research capabilities
- Modern Stack - Built with Bun runtime for optimal performance
- Ticket Management - Advanced support ticket handling and routing
- Code Analysis - Automated code review and optimization suggestions
- Documentation - Dynamic documentation updates and maintenance
- Performance Monitoring - Request tracking and metrics collection
For branding and asset information, see assets/README.md.
Echo comes with comprehensive documentation covering all aspects of setup, configuration, and usage:
- Setup Guide - Installation and configuration instructions
- AI System - Details about the multi-agent AI architecture
- Database - Database structure and management guides
- Commands - Available bot commands and permissions
- Architecture - System architecture and component overview
- Schema - Complete database schema documentation
- Migrations - Database migration and update guides
- Audit Logging - Comprehensive audit system details
All documentation is accessible online at our GitHub repository.
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Install dependencies:
bun install
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Configure environment:
DISCORD_TOKEN=your_bot_token OPENAI_API_KEY=your_openai_key TAVILY_API_KEY=your_tavily_key DATABASE_URL=your_database_url
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Initialize database:
bunx prisma generate bunx prisma migrate dev
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Start the bot:
bun start
Start in development mode with hot reload:
bun devFormat code:
bun run prettier --write .- Discord Bot - Built with discord.js for reliable interaction
- Database - PostgreSQL with Prisma for type-safe queries
- AI System - Multi-agent system for intelligent responses
- Event System - Comprehensive event handling and logging
- Rate Limiting - Built-in rate limiting with per-user tracking
- Caching - Efficient caching for frequently accessed data
- Load Balancing - Smart distribution of AI processing
- Error Handling - Comprehensive error handling with fallbacks
For detailed architecture information, see docs/architecture.md.
Echo has been optimized for maximum performance:
- AI Response Caching - Frequently asked questions are cached to reduce AI API calls
- Smart Agent Selection - Uses quick classification before full agent selection
- Optimized Database Queries - Efficient queries with appropriate indexes
- Concurrent Operations - Parallel processing of independent tasks
- Token Optimization - Dynamic allocation of token budgets based on query complexity
- Memory Efficient Caching - TTL-based caching with size limits
- Background Processing - Non-critical tasks run asynchronously
- Smart Timeouts - Prevent hanging on external service calls
- Selective Context - Only pass essential context data to reduce memory usage
For optimal performance, configure the following in your .env file:
# Increase or decrease based on your server resources
MAX_CONCURRENT_REQUESTS=3
RESPONSE_CACHE_SIZE=500
KNOWLEDGE_CACHE_TTL=1800
DB_POOL_SIZE=10Use the built-in performance monitoring:
# View current performance metrics
/status
# For detailed metrics (admin only)
/system performanceContributions to Echo are welcome! Please check out our contributing guidelines before getting started.
- Fork the repository
- Create your feature branch
- Follow our coding standards
- Submit a pull request
Echo is licensed under the AGPL-3.0 License. See LICENSE for details.
CodeMeAPixel & NodeByte Hosting