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src/Dockerfile

@@ -12,6 +12,10 @@ COPY requirements.txt ./
 COPY src/ ./src/
 
 RUN pip install --upgrade pip
+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
 

src/requirements.txt

@@ -1,18 +1,22 @@
-torch==1.11.0
-torchvision==0.21.0
-tensorflow==2.19.0
+pip>=25.2
+torch==2.5.0
+torchvision==0.20.0
 streamlit==1.44.0
 pandas==2.2.3
-seaborn==0.13.2
-matplotlib==3.10.0
-plotly==6.3.0
-pillow==11.0.0
-numpy==2.1.3
-wordcloud==1.9.4
-fastopic==1.0.1
-topmost==1.0.2
+seaborn
+matplotlib
+plotly
+pillow
+numpy
+wordcloud
+# Install fastopic without pulling torch==1.11.0
+fastopic==1.0.1 --no-deps
+# Install topmost without pulling old torch deps
+topmost==1.0.2 --no-deps
 gensim==4.3.3
-joblib==1.3.2
+joblib==1.2.0
 scikit-learn==1.5.2
-nltk==3.9.1
+tensorflow==2.17.1
+nltk
+