diff --git a/python/tools/agbench/src/agbench/res/Dockerfile b/python/tools/agbench/src/agbench/res/Dockerfile
index 34ba0d5df..4f4286a2e 100644
--- a/python/tools/agbench/src/agbench/res/Dockerfile
+++ b/python/tools/agbench/src/agbench/res/Dockerfile
@@ -1,7 +1,8 @@
 FROM python:3.11
-MAINTAINER AutoGen
+MAINTAINER AGNext
 
 # Install packages
+# ffmpeg and exiftool are needed for mdconvert
 RUN apt-get update && apt-get install ffmpeg exiftool -y
 
 # Set the image to the Pacific Timezone
@@ -10,36 +11,27 @@ RUN ln -snf /usr/share/zoneinfo/US/Pacific /etc/localtime && echo "US/Pacific" >
 # Upgrade pip
 RUN pip install --upgrade pip
 
-# Pre-load autogen dependencies, but not autogen itself since we'll often want to install the latest from source
-RUN pip install pyautogen[teachable,lmm,graphs,websurfer]
-RUN pip uninstall --yes pyautogen
+# Pre-load agnext dependencies, but not agnext itself since we'll often want to install the latest from source
+RUN pip install openai pillow aiohttp typing-extensions pydantic types-aiofiles grpcio protobuf
 
 # Pre-load popular packages as per https://learnpython.com/blog/most-popular-python-packages/
-RUN pip install numpy pandas matplotlib seaborn scikit-learn requests urllib3 nltk pillow pytest
+RUN pip install numpy pandas matplotlib seaborn scikit-learn requests urllib3 nltk pytest
 
-# Pre-load packages needed for complex_task file utils
-RUN pip install python-docx pdfminer.six requests pillow easyocr python-pptx SpeechRecognition pandas openpyxl pydub mammoth puremagic youtube_transcript_api==0.6.0
+# Pre-load packages needed for mdconvert file utils
+RUN pip install python-docx pdfminer.six python-pptx SpeechRecognition openpyxl pydub mammoth puremagic youtube_transcript_api==0.6.0 
+# easyocr
 
-# Pre-load Selenium and Playwright
-RUN pip install selenium playwright
-
-# Chromium playwright
+# Pre-load Playwright
+RUN pip install playwright
 RUN playwright install --with-deps chromium
-RUN playwright install --with-deps firefox
-
-# Chrome for Selenium (need to run dpkg twice to resolve dependencies)
-# RUN wget https://dl.google.com/linux/direct/google-chrome-stable_current_amd64.deb
-# RUN dpkg -i google-chrome-stable_current_amd64.deb || :
-# RUN apt -f install -y
-# RUN dpkg -i google-chrome-stable_current_amd64.deb
 
 # Fix an incompatibility with numpy
 RUN pip uninstall --yes numpy
 RUN pip install "numpy<2.0"
 
 # Pre-load the OCR model
-RUN /usr/bin/echo -e "import easyocr\nreader = easyocr.Reader(['en'])" | python
+#RUN /usr/bin/echo -e "import easyocr\nreader = easyocr.Reader(['en'])" | python
 
-# Webarena
+# Webarena (evaluation code)
 RUN pip install beartype aiolimiter
 RUN /usr/bin/echo -e "import nltk\nnltk.download('punkt')" | python