Opal

Demo

About

Opal is the simplest way to create AI agents — smart automations that integrate with all your channels, from Telegram to Discord, to save you hours a week and help you grow your community. Core Purpose: - Enables users to create and manage AI-powered social bots without coding - Provides DeFi analytics and multi-platform bot management - Facilitates intelligent data processing and GraphQL query handling Bot Integration: - Multi-platform support (Telegram, Discord) - Automated bot configuration and management - Real-time transaction and wallet tracking - AI-powered responses using gpt-4o-mini DeFi Features: - Uniswap subgraph data analytics integration - Real-time trading volume and statistics - GraphQL query debugging and optimization - Coinbase AgentKit integration for USDC transactions Key Features: - No-code bot creation interface - Real-time DeFi analytics dashboard - Multi-platform bot management - Automated polling and giveaway systems - AI-powered response generation - USDC transaction handling - Advanced GraphQL query management The project combines social bot management, DeFi analytics, and AI capabilities into a unified platform, allowing users to create and manage sophisticated bots without coding knowledge while accessing real-time blockchain data and analytics.

How it's made

Frontend Architecture: - Built with React + TypeScript for type safety - Uses shadcn/ui for a comprehensive component library (40+ components) - State management: Combination of React Query for server state and Zustand for local state - Form handling through react-hook-form with Zod validation - Custom wizard component for guided bot creation Backend Structure: - Express.js with TypeScript - PostgreSQL with Drizzle ORM for type-safe database operations - Session management using express-session with PostgreSQL store - Authentication via Passport.js with local strategy Bot Platform Integration: - Telegram integration using Telegraf framework - Multi-bot orchestration through bot-manager.ts service - Real-time updates via WebSocket (ws package) - Scheduled tasks using node-schedule DeFi & Blockchain Integration: - Coinbase AgentKit integration for USDC transactions - Direct Uniswap subgraph querying via GraphQL - Custom GraphQL query generation and optimization - Ethers.js and Viem for blockchain interactions Notable Technical Decisions: Query Management: - Custom GraphQL query builder in graph-service.ts - Query caching and rate limiting implementation - Error handling and retry mechanisms Bot Management: - Modular bot architecture allowing easy platform expansion - Shared state management between bots - Dynamic bot configuration loading Security & Performance: - Rate limiting on API endpoints - WebSocket connection pooling - Prepared statements for SQL queries - Session security with secure cookies Dynamic Query Generation: - Built a custom natural language to GraphQL query transformer - Uses pattern matching and template literals for query construction - Handles edge cases through fallback mechanisms Bot State Management: - Implemented a custom state machine for bot conversations - Uses Redis-like in-memory storage with PostgreSQL backup - State recovery mechanism for crashed bots USDC Transaction Handling: - Custom retry mechanism for failed transactions - Gas estimation optimization - Transaction batching for multiple payouts Partner Technologies & Benefits: Coinbase AgentKit & Base: - Simplified USDC transaction handling - Reduced implementation complexity for wallet operations - Built-in security features The Graph Protocol: - Real-time DeFi data access - Reduced backend complexity - Optimized query performance Telegram Bot API: - Rich message formatting - Inline keyboards and commands - Webhook support for real-time updates This architecture allows for scalable bot management, reliable DeFi operations, and a smooth user experience while maintaining code quality and type safety throughout the stack.