YieldSage
We are building an AI-powered DeFi platform that analyzes various protocols (like Uniswap, Aave) and pools within them. It compares key parameters like returns, fees, liquidity, and risks to suggest the best investment or trading opportunities.
Project Description
Our team built a DeFi platform designed to help liquidity providers (LPs) efficiently manage their investments in Uniswap liquidity pools. The platform incorporates AI-driven insights and automation to optimize liquidity management and maximize returns.
Key Features of Our Platform 1.Deposit and Manage Liquidity Users can provide liquidity to various Uniswap pools. Funds are allocated based on predefined strategies and AI recommendations.
2.AI-Based Pool Analysis An AI agent analyzes different Uniswap pools. Users receive key insights to help them decide whether to invest in a particular pool.
3.Concentrated Liquidity Management AI helps optimize liquidity positions within specific price ranges for higher efficiency.
4.Automated Fund Rebalancing Another AI agent dynamically redistributes funds across pools. The rebalancing considers risk appetite, gas fees, and profit potential to maximize earnings.
5.AI-Generated Insights for Liquidity Providers When analyzing a pool, our AI agent provides the following structured insights: Recommendation: Should the user invest or not? Confidence Level: High / Medium / Low Key Factors: Important aspects influencing the decision. Risks: Potential risks associated with the pool. Opportunities: Advantages and profit potential.
These insights help users make informed decisions before investing in a liquidity pool.
How it's Made
We combined ReactJS, Web3 tools, AI, and The Graph to create a liquidity management platform that helps users analyze and optimize their investments in Uniswap pools. Here’s how everything fits together:
Frontend (ReactJS + Tailwind CSS) → Handles the user interface, making it easy to interact with the platform. Wallet Connection (Ether.js) → Allows users to connect MetaMask and interact with Uniswap pools. Data Fetching (The Graph Protocol - Uniswap Subgraph) → Fetches data about Uniswap liquidity pools. Charts & Visualization (Recharts.js) → Displays important metrics like volume, liquidity, and price trends in graphical form. AI (Groq's Mixtral LLM) → Analyzes Uniswap pool data and provides users with insights, such as risk assessment and investment opportunities. Deployment - We used OneSec for quick and efficient deployment of our platform.
