Create Dockerfile

Dockerfile

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+# Use the official Python 3.9 image
+FROM python:3.9
+
+# Set the working directory
+WORKDIR /code
+
+# Install system dependencies
+RUN apt-get update && apt-get install -y \
+    curl \
+    git \
+    && rm -rf /var/lib/apt/lists/*
+
+# Install Ollama
+RUN curl -fsSL https://ollama.ai/install.sh | sh
+
+# Copy requirements and install dependencies
+COPY ./requirements.txt /code/requirements.txt
+RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
+
+# Set up a new user named "user" with user ID 1000
+RUN useradd -m -u 1000 user
+
+# Switch to the "user" user
+USER user
+
+# Set environment variables
+ENV HOME=/home/user \
+    PATH=/home/user/.local/bin:$PATH \
+    OLLAMA_HOME="/tmp/ollama_cache"
+
+# Set working directory
+WORKDIR $HOME/app
+
+# Copy application files
+COPY --chown=user . $HOME/app
+
+# Ensure Ollama has a cache directory
+RUN mkdir -p /tmp/ollama_cache
+
+# Start Ollama in the background and pull the model
+RUN ollama serve > /tmp/ollama.log 2>&1 & sleep 5 && ollama pull mistral
+
+# Start Ollama and Gradio UI
+CMD ollama serve > /tmp/ollama.log 2>&1 & sleep 5 && python app.py