AlphaAI/DockerfileServer at main · aimanyounises1/AlphaAI · GitHub

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FROM python:3.12-slim

WORKDIR /app

# Set proxy environment variables
ENV HTTP_PROXY=""
ENV HTTPS_PROXY=""
ENV NO_PROXY=localhost,127.0.0.1,.corp.amdocs.com

# Configure apt to use the proxy and disable https
RUN echo 'Acquire::http::Proxy """";' > /etc/apt/apt.conf.d/proxy.conf && \
    echo 'Acquire::https::Proxy """";' >> /etc/apt/apt.conf.d/proxy.conf && \
    echo 'Acquire::https::Verify-Peer "false";' >> /etc/apt/apt.conf.d/proxy.conf && \
    echo 'Acquire::https::Verify-Host "false";' >> /etc/apt/apt.conf.d/proxy.conf && \
    echo 'Acquire::AllowInsecureRepositories "true";' >> /etc/apt/apt.conf.d/proxy.conf && \
    echo 'Acquire::AllowDowngradeToInsecureRepositories "true";' >> /etc/apt/apt.conf.d/proxy.conf

# Create sources.list with HTTP repositories
RUN echo "deb http://deb.debian.org/debian bullseye main" > /etc/apt/sources.list && \
    echo "deb http://deb.debian.org/debian-security bullseye-security main" >> /etc/apt/sources.list && \
    echo "deb http://deb.debian.org/debian bullseye-updates main" >> /etc/apt/sources.list

# Set DNS servers
RUN echo "nameserver 8.8.8.8" > /etc/resolv.conf && \
    echo "nameserver 8.8.4.4" >> /etc/resolv.conf

# Update and install ca-certificates
RUN apt-get update -o Acquire::Check-Valid-Until=false -o Acquire::Check-Date=false && \
    apt-get install -y ca-certificates && \
    update-ca-certificates

# Configure pip to use the proxy
RUN mkdir -p ~/.pip && \
    echo "[global]" > ~/.pip/pip.conf && \
    echo "proxy = $HTTP_PROXY" >> ~/.pip/pip.conf && \
    echo "trusted-host = pypi.org files.pythonhosted.org" >> ~/.pip/pip.conf

# Install system dependencies
RUN apt-get update -o Acquire::Check-Valid-Until=false -o Acquire::Check-Date=false && \
    apt-get install -y \
    build-essential \
    git \
    cmake \
    libgmp-dev \
    libmpfr-dev \
    libboost-all-dev \
    g++ \
    gfortran \
    libopenblas-dev \
    liblapack-dev \
    curl \
    dnsutils \
    iputils-ping \
    net-tools \
    gnupg \
    wget \
    && apt-get clean \
    && rm -rf /var/lib/apt/lists/*

# Install Rust
RUN curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y
ENV PATH="/root/.cargo/bin:${PATH}"

# Copy requirements file
COPY requirements.txt ./

# Upgrade pip and setuptools
RUN pip install --upgrade pip setuptools wheel

# Install graphrag and its dependencies first
RUN pip install --no-cache-dir networkx==3.3 python-louvain==0.16 pandas==2.2.2 numpy==1.26.4
RUN pip install --no-cache-dir graphrag==0.1.1

# Install chainlit separately
RUN pip install --no-cache-dir chainlit==1.1.306

# Install the rest of the Python dependencies
RUN pip install --no-cache-dir -r requirements.txt

# Install additional dependencies for Jira, Perforce, etc.
RUN pip install --no-cache-dir jira python-dotenv supabase

# Install tiktoken
RUN pip install tiktoken

# Create the .tiktoken directory and download the tiktoken file
RUN mkdir -p /root/.tiktoken && \
    wget --no-check-certificate https://openaipublic.blob.core.windows.net/encodings/cl100k_base.tiktoken -O /root/.tiktoken/9b5ad71b2ce5302211f9c61530b329a4922fc6a4

# Copy project files
COPY . .

# Replace specific GraphRAG files
RUN if [ -f "/app/utils/openai_embeddings_llm.py" ]; then \
        cp /app/utils/openai_embeddings_llm.py /usr/local/lib/python3.12/site-packages/graphrag/llm/openai/openai_embeddings_llm.py; \
        echo "Replaced openai_embeddings_llm.py"; \
    else \
        echo "utils/openai_embeddings_llm.py not found. Skipping replacement."; \
    fi && \
    if [ -f "/app/utils/embedding.py" ]; then \
        cp /app/utils/embedding.py /usr/local/lib/python3.12/site-packages/graphrag/query/llm/oai/embedding.py; \
        echo "Replaced embedding.py"; \
    else \
        echo "utils/embedding.py not found. Skipping replacement."; \
    fi

# Verify that files have been replaced
RUN echo "Verifying replaced GraphRAG files:" && \
    echo "openai_embeddings_llm.py:" && head -n 5 /usr/local/lib/python3.12/site-packages/graphrag/llm/openai/openai_embeddings_llm.py && \
    echo "embedding.py:" && head -n 5 /usr/local/lib/python3.12/site-packages/graphrag/query/llm/oai/embedding.py

# Create start.sh
RUN echo '#!/bin/bash' > /app/start.sh && \
    echo 'export PYTHONPATH="/app:$PYTHONPATH"' >> /app/start.sh && \
    echo 'litellm --model ollama/mistral-large:latest --api_base $OLLAMA_API_BASE --host 0.0.0.0 --port $LITELLM_PORT --detailed_debug &' >> /app/start.sh && \
    echo 'if [ -f "/app/appUI.py" ]; then' >> /app/start.sh && \
    echo '    chainlit run /app/appUI.py --host 0.0.0.0 --port $CHAINLIT_PORT &' >> /app/start.sh && \
    echo 'else' >> /app/start.sh && \
    echo '    echo "Error: /app/appUI.py not found!"' >> /app/start.sh && \
    echo '    exit 1' >> /app/start.sh && \
    echo 'fi' >> /app/start.sh && \
    echo 'wait' >> /app/start.sh

# Make start.sh executable
RUN chmod +x /app/start.sh
RUN chmod +x /app/start_services.sh

# Set the entry point
ENTRYPOINT ["/bin/bash", "/app/start.sh"]

# Expose the necessary ports
EXPOSE 8000 8002