🚀 Add hybrid FastAPI entrypoint with Docker support

Dockerfile

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+FROM python:3.11-slim
+
+# Add user
+RUN useradd -m -u 1000 user
+USER user
+ENV PATH="/home/user/.local/bin:$PATH"
+
+WORKDIR /app
+
+# Install dependencies
+COPY --chown=user requirements.txt requirements.txt
+RUN pip install --no-cache-dir --upgrade -r requirements.txt
+
+# Copy project
+COPY --chown=user . /app
+
+# Run FastAPI (main entrypoint for the Space)
+CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]

app.py

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+from fastapi import FastAPI
+from fastapi.responses import JSONResponse
+
+app = FastAPI(title="Omniscient Hybrid UI")
+
+@app.get("/")
+def root():
+    return {"status": "ok", "message": "Omniscient Hybrid Space Running!"}
+
+@app.get("/health")
+def health():
+    return JSONResponse({"ok": True, "frameworks": ["Streamlit", "Gradio", "Chainlit"]})

requirements.txt

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+# Core frameworks
+streamlit
+gradio
+chainlit
+
+# API & server
+fastapi
+uvicorn[standard]
+pydantic
+requests
+
+# AI clients
+openai
+ollama