Update Dockerfile

Dockerfile

@@ -5,15 +5,33 @@ FROM python:3.10-slim
 RUN apt-get update && apt-get install -y curl unzip && rm -rf /var/lib/apt/lists/*
 
 # Install Ollama server
-RUN curl -fsSL https://ollama.com/install.sh | sh
 # Set working directory for the app
 WORKDIR /app
 
 # Create a directory for Ollama
-RUN mkdir -p /app/.ollama
-
-# Set environment variable for Ollama home directory
-ENV OLLAMA_HOME=/app/.ollama
+RUN apt-get update && apt-get install -y \
+    curl \
+    build-essential \
+    libffi-dev \
+    cmake \
+    libcurl4-openssl-dev \
+    tini && \
+    apt-get clean
+
+# Upgrade pip and install dependencies
+RUN python -m venv venv && \
+    . /app/venv/bin/activate && \
+    pip install --upgrade pip && \
+    pip install --no-cache-dir -r requirements.txt
+
+# Install Ollama
+RUN curl https://ollama.ai/install.sh | sh
+
+# Create the directory and give appropriate permissions
+RUN mkdir -p /.ollama && chmod 777 /.ollama
+
+# Ensure Ollama binary is in the PATH
+ENV PATH="/app/venv/bin:/root/.ollama/bin:$PATH"
 
 # Copy application files and model
 COPY . /app