change docker3

Dockerfile

@@ -1,27 +1,25 @@
 FROM python:3.10-slim
 
-# Add ~/.local/bin to PATH for script access
-ENV PATH="/root/.local/bin:$PATH"
-ENV PYTHONDONTWRITEBYTECODE=1
-ENV PYTHONUNBUFFERED=1
-
 # Set working directory
 WORKDIR /app
 
-# Copy files
+# Copy all project files
 COPY . .
 
-# Install Python dependencies
-RUN pip install --user --upgrade pip \
- && pip install --user -r requirement.txt
+# Install Python dependencies system-wide
+RUN pip install --upgrade pip && pip install -r requirement.txt
+
+# Create ChromaDB persistence directory
+RUN mkdir -p /app/data_ingetion/chroma_storage
 
 # Expose FastAPI and Streamlit ports
 EXPOSE 8000
 EXPOSE 8501
 
-# Run both FastAPI and Streamlit
+# Run FastAPI then Streamlit
 CMD uvicorn streamlit_app.main_api:app --host 0.0.0.0 --port 8000 & \
     streamlit run streamlit_app/app.py --server.port 8501
 
 
 
+