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Create app.py

Rename app.py to fastapi_app.py

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FIX: Revert to FastAPI-only deployment (Streamlit timeout issue)

REPLACE: Gradio with Streamlit - professional UI with tabs, metrics, ROI calculator

ADD: Professional Gradio UI with dashboard, ROI calculator, and interactive demo

FIX: Dockerfile syntax error - removed invalid comments

FIX: Working API with proper endpoints and README

FIX: Correct file names for Hugging Face deployment

Deploy RAG Latency Optimization v1.0

initial commit