docs: add demo screenshot placeholder for Ankara live analysis
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PolyWeather is a weather analysis tool built for prediction markets like **Polymarket**. It aggregates multi-source forecasts, real-time airport METAR observations, a math-based probability engine, and AI-driven decision support to help users evaluate weather trading risks more scientifically.
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<p align="center">
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<img src="docs/images/demo_ankara.png" alt="PolyWeather Demo - Ankara Live Analysis" width="420">
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<br>
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<em>📊 Live query: DEB Blended Forecast + Settlement Probability + Groq AI Decision</em>
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</p>
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---
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## ✨ Core Features
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PolyWeather 是一款专为 **Polymarket** 等预测市场打造的天气分析工具。它通过聚合多源气象预报、实时机场 METAR 观测,并引入数学概率模型与 AI 决策支持,帮助用户更科学地评估天气博弈风险。
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<p align="center">
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<img src="docs/images/demo_ankara.png" alt="PolyWeather 效果展示 - 安卡拉实时分析" width="420">
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<br>
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<em>📊 实时查询效果:DEB 融合预测 + 结算概率 + Groq AI 决策</em>
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</p>
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---
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## ✨ 核心功能
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