docker modification

Dockerfile

@@ -13,7 +13,8 @@ RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y \
     curl \
     ca-certificates \
     openssh-server \
-    libnvidia-compute-460 \
+    # libnvidia-compute-460 \
+    libsqlite3-dev \
     && ln -s /usr/bin/python3 /usr/bin/python \
     && rm -rf /var/lib/apt/lists/* 
 
@@ -23,11 +24,11 @@ RUN sed -i 's/#PermitRootLogin prohibit-password/PermitRootLogin yes/' /etc/ssh/
 # SSH login fix. Otherwise user is kicked off after login
 RUN sed -i 's@session\s*required\s*pam_loginuid.so@session optional pam_loginuid.so@g' /etc/pam.d/sshd
 
-WORKDIR /app
+# WORKDIR /app
 
-COPY . app/
-# RUN pip install --no-cache-dir -r app/requirements.txt
+COPY . .
+RUN pip install --no-cache-dir -r requirements.txt
 
-EXPOSE 5000
+EXPOSE 8501
 
 CMD ["python3", "main.py"]

docker-compose.yml

@@ -5,7 +5,7 @@ services:
       context: .
       dockerfile: Dockerfile
     ports:
-      - "5000:5000"
+      - "8501:8501"
     deploy:
       replicas: 1
     environment:

main.py

@@ -9,7 +9,7 @@ def run_app():
     subprocess.run(["streamlit", "run", "src/streamapp.py"])
 
 if __name__ == "__main__":
-    subprocess.run(["python3", "-m", "pip", "install", "--no-cache-dir", "-r", "requirements.txt"])
+    # subprocess.run(["python3", "-m", "pip", "install", "--no-cache-dir", "-r", "requirements.txt"], check=True)
     db_thread = threading.Thread(target=init_db)
     streamlit_thread = threading.Thread(target=run_app)
     db_thread.start()

requirements.txt

@@ -1,12 +1,12 @@
 ollama==0.3.2
 transformers==4.44.2
 streamlit==1.38.0
-pandas==2.2.2
-tf-keras==2.17.0
+pandas
+tf-keras==2.14.1
 chromadb==0.5.5
 torch==2.4.0
 python-docx==1.1.2
 PyMuPDF==1.24.9
 watchdog==4.0.2
-scikit-learn==1.5.1
+scikit-learn==1.3.2
 shortterm_memory==1.0.4