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PolyOracle AI - Introduction

Welcome to PolyOracle AI, an intelligent trading agent that analyzes and trades on Polymarket prediction markets using advanced AI research and analysis.

What is PolyOracle AI?​

PolyOracle AI is a sophisticated trading agent that combines:

  • Deep Market Research: Uses Exa search engine to perform comprehensive research on prediction market topics
  • Advanced Analysis: Employs multi-level analysis including orderbook depth, liquidity metrics, and sentiment analysis
  • AI-Powered Decision Making: Leverages OpenAI and Anthropic models for intelligent trading decisions
  • Web3 Integration: Direct integration with Polymarket's CLOB API for seamless trading

Key Capabilities​

  • 🔍 Recursive Research: Performs deep, multi-depth research on market questions using web search
  • 📊 Market Analysis: Analyzes prices, volumes, spreads, liquidity, and historical trends
  • 🧠 Smart Trading: Makes informed BUY/SELL/HOLD decisions with confidence scoring
  • 🔒 Human Oversight: Optional human confirmation for all trades
  • 💰 Risk Management: Built-in fund validation and position management
  • 🎯 Multi-Market Support: Handles YES/NO binary prediction markets

Architecture Overview​

PolyOracle AI consists of two main components:

  • Backend: Python-based AI agent using LangGraph, LangChain, and Polymarket APIs
  • Frontend: Next.js web application with Web3 integration for user interaction

The system follows a structured workflow:

  1. Research → Comprehensive web research on market topics
  2. Analysis → Quantitative market and orderbook analysis
  3. Decision → AI-powered trading decision with confidence scoring
  4. Execution → Trade placement with optional human approval

Use Cases​

  • Prediction Market Trading: Automated trading on Polymarket with AI research
  • Market Analysis: Deep analysis of prediction market trends and opportunities
  • Research Automation: Automated research on current events and market topics
  • Risk Management: Intelligent position sizing and risk assessment

Ready to get started? Check out the Quick Start Guide to begin using PolyOracle AI.