install global tools as root user

Dockerfile

@@ -2,35 +2,34 @@
 FROM python:3.10-slim
 
 # 1. Install system tools (curl for Ollama, git for data cloning)
+#    (We are still ROOT here, which is correct)
 RUN apt-get update && apt-get install -y \
     curl \
     git \
     build-essential \
     && rm -rf /var/lib/apt/lists/*
 
-# 2. Setup User (Hugging Face Requirement)
+# 2. Install Ollama (Must be done as ROOT)
+#    We do this BEFORE creating/switching to the 'user'
+RUN curl -fsSL https://ollama.com/install.sh | sh
+
+# 3. Setup User (Hugging Face Requirement)
 RUN useradd -m -u 1000 user
 USER user
 ENV HOME=/home/user \
     PATH=/home/user/.local/bin:$PATH
-WORKDIR $HOME/app
 
-# 3. Install Ollama
-RUN curl -fsSL https://ollama.com/install.sh | sh
+# 4. Set Working Directory
+WORKDIR $HOME/app
 
-# 4. Install Python Requirements
+# 5. Install Python Requirements
 COPY --chown=user requirements.txt $HOME/app/
 RUN pip install --no-cache-dir -r requirements.txt
 
-# 5. Copy Application Code
+# 6. Copy Application Code
 COPY --chown=user . $HOME/app
 
-# 6. STARTUP COMMAND
-# A. Clone Data from Dataset Repo
-# B. Move Data to root (so src/app.py can find it easily)
-# C. Start Ollama Server
-# D. Pull Models (7b fits in 16GB RAM)
-# E. Run Streamlit pointing to src/app.py
+# 7. STARTUP COMMAND
 CMD git clone https://huggingface.co/datasets/teofizzy/mshauri-data data_download && \
     mv data_download/mshauri_fedha_v6.db . && \
     mv data_download/mshauri_fedha_chroma_db . && \