UmoAI: The AI-Powered DeFi Engagement & Swap Bot
AI-driven DeFi agent that automates Twitter engagement and executes seamless token swaps on Base.
About
The problem it solves Crypto users often face these challenges: - **Engagement Barriers**: Projects struggle with maintaining active conversations across social platforms. - **Swap Complexity**: New users find it difficult to execute token swaps efficiently. - **On-Chain Accessibility**: Many DeFi users lack seamless on-chain interactions integrated with social media. **UmoAI solves this by:** 1. **Automating DeFi Engagement** – AI-powered Twitter bot that detects and responds to mentions of $yBTC, $UMJA, and $UMAI. 2. **Simplifying Token Swaps** – Detects swap-related discussions and guides users to execute swaps. 3. **Bridging Social & On-Chain Actions** – Connects **social media engagement** with **real-time execution of Uniswap swaps** on Base. User Interaction and Data Flow 1. **User Posts About $yBTC or $UMJA** - UmoAI detects the mention and provides an educational response. 2. **User Inquires About Swaps** - The bot recognizes swap-related messages and suggests executing a swap. 3. **User Executes a Swap via API** - A backend service calls Uniswap’s router on **Base** to swap **USDC → $yBTC**. 4. **Successful Swap Execution** - The bot confirms the swap and posts the transaction details. The project architecture and development process ### **Architecture Overview** - **Frontend**: Twitter engagement and AI-powered responses. - **Backend**: Express.js API for swap execution using **ethers.js & Uniswap SDK**. - **Blockchain**: Built on **Base L2** for efficient, low-cost transactions. ### **Development Process** 1. **Twitter AI Agent** – Developed a bot that engages users on Twitter about DeFi topics. 2. **Swap Detection & Responses** – Added functionality to detect swap-related queries. 3. **On-Chain Execution** – Integrated Uniswap’s router for seamless swaps on **Base**. 4. **Deployment & Open-Sourcing** – Deployed the backend and made the code public on GitHub. Product Integrations - **Uniswap v3 SDK** – Fetches swap quotes and executes transactions. - **Ethers.js** – Handles smart contract interactions. - **Virtuals Protocol API** – AI-powered engagement engine. - **Twitter API** – Detects and responds to tweets. - **Express.js Backend** – Exposes an API for on-chain actions. - **Base L2** – The platform where all transactions occur. Key differentiators and uniqueness of the project ✅ **AI-Driven DeFi Engagement** – Unlike traditional swap interfaces, UmoAI actively **engages users** and provides educational responses. ✅ **Automated Token Swaps** – Bridges **social media conversations** with **real-time Uniswap execution**. ✅ **Seamless UX** – Users don’t need to visit an external DEX interface; swaps are suggested and executed from engagement. ✅ **Built for Base Ecosystem** – Optimized for **low-cost, efficient** transactions on Base. Trade-offs and shortcuts while building 🚀 **Limited DEX Support** – Currently, swaps only execute via Uniswap on **Base**. Future iterations may integrate **more DEXes** for price optimization. 🚀 **Basic AI Interaction** – Initially focuses on **keyword detection**, but future updates will enhance **natural language understanding** for better responses. 🚀 **No Dedicated UI (Yet)** – Currently, interactions happen via **Twitter and Telegram** instead of a standalone dashboard. **A web dashboard is planned for tracking swaps.** Additional Features - **Deployed the Express.js backend API** for swap execution on Base. - **AI-powered Twitter Auto-Responder** for $yBTC, $UMJA, and $UMAI discussions. - **Swap detection mechanism** for seamless **Uniswap execution on Base**. - **Integrated Virtuals AI Agent** to enhance social engagement.