Create Dockerfile

Dockerfile

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+# Base Image
+FROM python:3.10
+
+# Set environment variables
+ENV PYTHONUNBUFFERED=1
+
+# Set working directory
+WORKDIR /app
+
+# Copy all project files
+COPY . /app
+
+# Install dependencies
+RUN pip install --upgrade pip && \
+    pip install fastapi uvicorn streamlit pandas torch transformers scikit-learn faiss-cpu
+
+# Expose both ports
+EXPOSE 7860 8000
+
+# Run FastAPI and Streamlit together
+CMD uvicorn app:app --host 0.0.0.0 --port 8000 & \
+    streamlit run streamlit_app.py --server.port 7860 --server.address 0.0.0.0