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Dockerfile

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+FROM python:3.9
+
+RUN useradd -m -u 1000 user
+USER user
+ENV PATH="/home/user/.local/bin:$PATH"
+
+WORKDIR /app
+
+COPY --chown=user ./requirements.txt requirements.txt
+RUN pip install --no-cache-dir --upgrade -r requirements.txt
+
+COPY --chown=user . /app
+CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]

requirements.txt

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+fastapi
+uvicorn
+nltk
+langchain
+langchain_community
+langchain_google_genai
+faiss-cpu
+pandas
+matplotlib
+seaborn
+numpy
+streamlit
+google-generativeai
+ipython
+scikit-learn
+scipy
+unstructured
+openpyxl
+tiktoken
+python-magic
+networkx
+starlette
+jinja2
+textwrap3
+ipython
+python-multipart
+pillow
+werkzeug
+nest-asyncio