Talos Analytics

AI-Powered Intelligence Engine for Prediction Markets

Talos leverages Multi-Agent Consensus (powered by Gemini 3.0 Pro) to analyze Polymarket events for ambiguity traps, arbitrage opportunities, and mispriced odds.

Features

• Live Feed: Real-time ingestion of Polymarket events via Gamma API.
• Consensus Engine: Gemini 3.0 Pro acts as a "Legal Auditor" to check resolution rules for scams.
• Hybrid Proxy: Automatically switches between Vercel serverless functions and public proxies to ensure 100% uptime.

🚀 Launch Checklist (Vercel)

To deploy this for your grant application:

1. Push to GitHub:

   git init
   git add .
   git commit -m "Initial commit"
   git branch -M main
   git remote add origin <your-repo-url>
   git push -u origin main

2. Deploy on Vercel:

   • Go to Vercel Dashboard -> Add New Project.
   • Import your GitHub repository.
   • CRITICAL STEP: In "Environment Variables", add:
     • Key: API_KEY
     • Value: YOUR_GOOGLE_GEMINI_KEY (Get it free at aistudio.google.com)
   • Click Deploy.

Local Development

If running locally:

1. Create a .env file in the root.
2. Add API_KEY=your_key_here.
3. Run npm run dev.

Tech Stack

• Frontend: React 19, TypeScript, Tailwind CSS
• AI: Google Gemini 3.0 Pro & Flash (Auto-fallback)
• Data: Polymarket Gamma API