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src/Dockerfile

@@ -8,13 +8,14 @@ RUN apt-get update && apt-get install -y \
     git \
     && rm -rf /var/lib/apt/lists/*
 
-COPY requirements.txt ./ 
+COPY requirements.txt ./
 COPY src/ ./src/
 
 RUN pip install --upgrade pip
 RUN pip install -r requirements.txt
-RUN pip install fastopic==1.0.1 --no-deps
-RUN pip install topmost==1.0.2 --no-deps
 
 EXPOSE 8501
+
+HEALTHCHECK CMD curl --fail http://localhost:8501/_stcore/health
+
 ENTRYPOINT ["streamlit", "run", "src/app.py", "--server.port=8501", "--server.address=0.0.0.0", "--server.enableXsrfProtection=false"]

src/requirements.txt

@@ -1,6 +1,7 @@
-torch==1.11.0
-torchvision==0.12.0  # compatible with torch 1.11
+# Streamlit
 streamlit==1.44.0
+
+# Data science
 pandas==2.2.3
 numpy
 matplotlib
@@ -8,13 +9,21 @@ seaborn
 plotly
 pillow
 wordcloud
+
+# NLP / Topic Modeling
 fastopic==1.0.1 --no-deps
 topmost==1.0.2 --no-deps
 gensim==4.3.3
 joblib==1.2.0
 scikit-learn==1.5.2
-tensorflow==2.17.1
 nltk
 
+# Torch (compatible with fastopic/topmost)
+torch==1.11.0
+torchvision==0.12.0
+
+# TensorFlow
+tensorflow==2.17.1
+