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Fix: implement hyper-robust startup with dynamic imports and lightning dependency

Fix: pin huggingface_hub to 0.19.4 to resolve NeMo ImportError (ModelFilter)

Fix: revert to robust Docker SDK, add agents.md, and finalize app.py logic

Switch to Gradio SDK for improved stability and automatic dependency management

Fix: correctly load Soloni Hybrid models and improve robustness

Fix: improve error handling and update dependencies for stability

Fix: pin pyarrow<14 and datasets<2.14 to fix nemo_toolkit compatibility

Fix: HF token auth and remove missing examples

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