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@@ -1,20 +1,31 @@
-FROM python:3.13.5-slim
+# Use Python 3.10 (compatible with torch 1.11)
+FROM python:3.10-slim
 
+# Set working directory
 WORKDIR /app
 
+# Install system dependencies
 RUN apt-get update && apt-get install -y \
     build-essential \
     curl \
     git \
     && rm -rf /var/lib/apt/lists/*
 
-COPY requirements.txt ./
+# Copy requirements and source code
+COPY requirements.txt ./ 
 COPY src/ ./src/
 
-RUN pip3 install -r requirements.txt
+# Upgrade pip
+RUN pip install --upgrade pip
 
+# Install Python packages
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Expose Streamlit port
 EXPOSE 8501
 
-HEALTHCHECK CMD curl --fail http://localhost:8501/_stcore/health
+# Healthcheck (optional but good practice)
+HEALTHCHECK CMD curl --fail http://localhost:8501/_stcore/health || exit 1
 
-ENTRYPOINT ["streamlit", "run", "src/streamlit_app.py", "--server.port=8501", "--server.address=0.0.0.0", "--server.enableXsrfProtection=false"]
+# Launch Streamlit
+ENTRYPOINT ["streamlit", "run", "src/app.py", "--server.port=8501", "--server.address=0.0.0.0", "--server.enableXsrfProtection=false"]

requirements.txt

@@ -1,17 +1,30 @@
+# Streamlit
 streamlit==1.44.0
+
+# Data manipulation & visualization
 pandas==2.2.3
-seaborn
-matplotlib
-plotly
-pillow
-numpy
-wordcloud
-fastopic==1.0.1
-topmost==1.0.2
-torchvision==0.21.0
+numpy==1.25.3
+matplotlib==3.7.3
+seaborn==0.13.2
+plotly==6.3.0
+pillow==11.3.0
+wordcloud==1.9.4
+
+# NLP / Topic Modeling
+fastopic==1.0.1 --no-deps
+topmost==1.0.2 --no-deps
 gensim==4.3.3
-torch===1.11.0
-joblib===1.2.0
-scikit-learn==1.6.1
-tensorflow==2.20.0
-nltk
+joblib==1.2.0
+scikit-learn==1.5.2
+nltk==3.8.1
+
+# Torch (required by fastopic/topmost)
+torch==1.11.0
+torchvision==0.12.0
+
+# TensorFlow
+tensorflow==2.17.1
+
+
+
+