AI Powered DeFi Yield Optimizer

This app teaches you how to integrate the Aerodrome Swap API with an AI model to create a personalized DeFi yield optimizer and analytics dashboard for Aerodrome.

App bereitstellen

Repo anzeigen

Frontend-Framework/Bibliothek:

Reagieren

Sprache:

TypeScript

Build-Tool/Entwicklungsserver:

Next.js

Übersicht

This project is an AI-powered DeFi yield farming optimizer that helps users build personalized portfolio strategies across Aerodrome Finance pools on Base network.

This example app is provided for educational and demonstration purposes only. Use at your own risk.

Tipp

Learn how to build the AI Powered DeFi Yield Optimizer on Base in our technical guide here.

Voraussetzungen

Anthropic Claude API:
- Sign up at console.anthropic.com
- Get API key
Quicknode Account:
- Sign up at quicknode.com
- Install the Aerodrome Swap API add-on
- Get endpoint URL

Quick Start

1. Clone the Repository

git clone https://github.com/quiknode-labs/qn-guide-examples.git
cd qn-guide-examples/sample-dapps/ai-powered-defi-yield-optimizer

2. Install Dependencies

pnpm install
# or
npm install

3. Environment Configuration

cp .env.example .env

Bearbeiten .env:

# Required for AI optimization
ANTHROPIC_API_KEY=your_claude_api_key_here

# Required for live Aerodrome data
NEXT_PUBLIC_QUICKNODE_ENDPOINT=https://your-quicknode-endpoint.com/your-api-key/

4. Run Development Server

pnpm dev
# or
npm run dev

Visit http://localhost:3000 to see the application.

Architektur

System Overview

┌─────────────────┐    ┌──────────────────┐    ┌─────────────────┐
│   User Input    │    │   AI Processing  │    │  Pool Data API  │
│                 │    │                  │    │                 │
│ • Risk Quiz     │───▶│  Claude AI API   │◀───│ Quicknode API   │
│ • Preferences   │    │  • Analysis      │    │ • Live Pools    │
│ • Investment $  │    │  • Optimization  │    │ • Token Data    │
└─────────────────┘    │  • Reasoning     │    │ • Verification  │
                       └──────────────────┘    └─────────────────┘
                                │
                                ▼
                       ┌──────────────────────┐
                       │ Optimized Strategy   │
                       │                      │
                       │ • Pool Selection     │
                       │ • Allocations        │
                       │ • Risk Scores        │
                       │ • Reasoning          │
                       └──────────────────────┘