diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 1c82177..19f8250 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -14,9 +14,14 @@ jobs:
         push: false
     - name: Start a docker compose
       run: docker-compose up -d
+    - name: Update fonduer to the latest commit
+      run: |
+        docker-compose exec -T -u 0 jupyter apt-get update
+        docker-compose exec -T -u 0 jupyter apt-get install -y git
+        docker-compose exec -T jupyter pip install --upgrade git+https://github.com/HazyResearch/fonduer.git
     - name: Run a command inside a container
       run: |
-        cat << EOF | docker exec -i fonduer-tutorials_jupyter_1 /bin/bash -
+        cat << EOF | docker-compose exec -T jupyter /bin/bash -
         # Convert ipynb to py
         find . -name "*.ipynb" -not -path '*/\.*' | xargs jupyter nbconvert --to script
         sed -i -e "s/get_ipython().run_line_magic('matplotlib', 'inline')/import matplotlib\nmatplotlib.use('Agg')/" */*.py
diff --git a/docker-compose.yml b/docker-compose.yml
index bac552f..837c501 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -1,4 +1,4 @@
-version: "3"
+version: "3.6"
 services:
 
   jupyter:
diff --git a/hardware/max_storage_temp_tutorial.ipynb b/hardware/max_storage_temp_tutorial.ipynb
index c9044b0..69ff9d5 100644
--- a/hardware/max_storage_temp_tutorial.ipynb
+++ b/hardware/max_storage_temp_tutorial.ipynb
@@ -139,7 +139,8 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "corpus_parser = Parser(session, structural=True, lingual=True, visual=True, pdf_path=pdf_path)\n",
+    "from fonduer.parser.visual_parser import PdfVisualParser\n",
+    "corpus_parser = Parser(session, structural=True, lingual=True, visual_parser=PdfVisualParser(pdf_path))\n",
     "%time corpus_parser.apply(doc_preprocessor, parallelism=PARALLEL)"
    ]
   },
diff --git a/hardware_image/transistor_image_tutorial.ipynb b/hardware_image/transistor_image_tutorial.ipynb
index 6548f11..81f68cc 100644
--- a/hardware_image/transistor_image_tutorial.ipynb
+++ b/hardware_image/transistor_image_tutorial.ipynb
@@ -122,8 +122,9 @@
    "metadata": {},
    "outputs": [],
    "source": [
+    "from fonduer.parser.visual_parser import PdfVisualParser\n",
     "corpus_parser = Parser(\n",
-    "    session, structural=True, lingual=True, visual=True, pdf_path=pdf_path, flatten=[]\n",
+    "    session, structural=True, lingual=True, visual_parser=PdfVisualParser(pdf_path), flatten=[]\n",
     ")\n",
     "corpus_parser.apply(doc_preprocessor, parallelism=PARALLEL)"
    ]