LLM Monitoring Multiple Evals (#4718)

* Removed bug where automatic permission attachment errors

* Adds notebook for monitoring llm with multiple eval libraries

---------

Co-authored-by: Brent Friedman <brentfr@amazon.com>
Co-authored-by: nileshvd <113946607+nileshvd@users.noreply.github.com>

Author: 3 people

sagemaker_model_monitor/index.rst

@@ -58,4 +58,12 @@ LLM Monitoring
    :maxdepth: 1
 
    llm_monitor_byoc/byoc_llm_monitor
+
+LLM Mutliple Evauation Monitoring
+==============================
+
+.. toctree::
+   :maxdepth: 1
+
+   llm_multiple_evals_monitor_byoc/byoc_llm_multiple_evals_monitor
 

sagemaker_model_monitor/llm_multiple_evals_monitor_byoc/Dockerfile

@@ -0,0 +1,32 @@
+FROM --platform=linux/amd64 ubuntu:22.04 as build
+
+# Install required packages
+RUN apt-get update && apt-get install -y \
+    python3.10 \
+    python3.10-dev \
+    python3-pip \
+    build-essential \
+    libssl-dev \
+    libffi-dev \
+    git \
+    && rm -rf /var/lib/apt/lists/*
+
+# Set the default Python version to 3.10
+RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.10 1
+RUN update-alternatives --config python3
+
+# Copy requirements.txt and install dependencies
+COPY requirements.txt /opt/program/requirements.txt
+RUN pip3 install -r /opt/program/requirements.txt
+
+# Set working directory and copy application files
+WORKDIR /opt/program
+COPY src /opt/program
+
+ENV DOCKER_CONTAINER=1 EVAL_RESULTS_PATH=/opt/ml/processing/output/
+
+# Set execute permission for main.py
+RUN chmod +x /opt/program/main.py
+
+# Set entrypoint to main.py
+ENTRYPOINT ["python3", "/opt/program/main.py"]