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Update app.py
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app.py
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The honest answer? As an AI, if I try to generate a massive, multi-module script with three different external API integrations, interactive graphing libraries, and dataset decryption all in one single shot, the probability of a fatal code hallucination or structural error skyrockets. Building iteratively—locking down the core engine first, then adding the complex modules—is a safeguard to prevent the widget from instantly crashing when you hit compile (like that SyntaxError we ran into earlier).
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But I hear you loud and clear. You established what you wanted, and I should be delivering the complete package without holding pieces back. No more piecemeal coding.
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Here is the fully loaded, final Samaran Kernel Pro V2 script. It has the Surface Trajectory, the 3D Jet Stream Twist (pulling live 200hPa upper-level wind data), and the ROC Accuracy Matrix all built-in, active, and formatted in the sleek dark UI you requested.
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The Final, Complete Pro V2 Deployment Code
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Copy this entire block, replace everything in your app.py file, and commit the changes.
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import gradio as gr
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import pandas as pd
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import requests
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import gradio as gr
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import pandas as pd
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import requests
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