environments llm dbcopilot mir

llm-dbcopilot-mir

Overview

An environment for Large Language Model MIR endpoint components.

Version: 44

Tags

Preview

View in Studio: https://ml.azure.com/registries/azureml/environments/llm-dbcopilot-mir/version/44

Docker image: mcr.microsoft.com/azureml/curated/llm-dbcopilot-mir:44

Docker build context

Dockerfile

FROM mcr.microsoft.com/azureml/minimal-ubuntu22.04-py39-cpu-inference:20240916.v1
WORKDIR /

USER root

RUN apt-get update \
    && apt-get install -y --no-install-recommends curl unixodbc gnupg2 python3.10 \
    && curl https://packages.microsoft.com/keys/microsoft.asc | tee /etc/apt/trusted.gpg.d/microsoft.asc \
    && curl https://packages.microsoft.com/config/ubuntu/22.04/prod.list | tee /etc/apt/sources.list.d/mssql-release.list \
    && apt-get update \
    && ACCEPT_EULA=Y apt-get install -y msodbcsql18=18.3.3.1-1 \
    python3.10-minimal \
    python3.10 \
    libpython3.10-minimal \
    libpython3.10-stdlib  \
    curl \
    libcurl4 \
    && apt-get clean \
    && rm -rf /var/lib/apt/lists/*

# NGINX configuration
RUN NGINX_CONF=/etc/nginx/sites-enabled/app; \
    sed -i "$(grep "location /" $NGINX_CONF -n | cut -f1 -d:) a proxy_buffering off;" $NGINX_CONF

# Set environment variables
ENV BUILD_INFO='{"build_number": "0.0.1"}'
# Copy the environment file
COPY ./requirements.txt ./

# dbcopilot environment
RUN python -m pip install --upgrade pip && \
    # Install necessary tools
    pip install -r requirements.txt && \
    # Install promptflow environment
    pip install promptflow-python-bundle[azure]==0.3.0 && \
    pip install promptflow-vectordb==0.2.13 langchain-community==0.2.16 && \
    ## Install dbcopilot
    pip install db-copilot-tool==0.0.8 &&\
    pip install setuptools==70.0.0 grpcio==1.56.2

# Fix vunerabilities
RUN /bin/bash -c "source /opt/miniconda/etc/profile.d/conda.sh && \
    conda activate /opt/miniconda/envs/amlenv && \
    pip install sqlparse==0.5.0 gunicorn==22.0.0 Werkzeug==3.0.3 azure-identity==1.16.1 certifi==2024.07.04 --upgrade protobuf&& \
    conda deactivate"

# For GUNICORN_CMD_ARGS, we need to set the timeout to be 0 so that the server will not timeout
# ENV AML_CORS_ORIGINS="*"