diff --git a/authors.yaml b/authors.yaml
index dd73aeb..74af360 100644
--- a/authors.yaml
+++ b/authors.yaml
@@ -101,5 +101,5 @@ justonf:
 aaronwilkowitz-openai:
   name: "Aaron Wilkowitz"
   website: "https://www.linkedin.com/in/aaronwilkowitz/"
-  avatar: "https://storage.googleapis.com/my_images_asw_12345/asw_623_623.jpg"
+  avatar: "https://raw.githubusercontent.com/aaron-wilkowitz/asw_photo/main/asw_623_623.jpg"
 
diff --git a/examples/chatgpt/gpt_actions_library/gpt_action_bigquery.ipynb b/examples/chatgpt/gpt_actions_library/gpt_action_bigquery.ipynb
index 6be384a..7f34170 100644
--- a/examples/chatgpt/gpt_actions_library/gpt_action_bigquery.ipynb
+++ b/examples/chatgpt/gpt_actions_library/gpt_action_bigquery.ipynb
@@ -268,7 +268,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "![gptactions_BigQuery_auth.png](../../images/gptactions_BigQuery_auth.png)"
+    "![gptactions_BigQuery_auth.png](../../../images/gptactions_BigQuery_auth.png)"
    ]
   },
   {
diff --git a/examples/chatgpt/sharepoint_azure_function/images/create_function_app.png b/examples/chatgpt/sharepoint_azure_function/images/create_function_app.png
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diff --git a/examples/chatgpt/sharepoint_azure_function/images/get_function_url.png b/examples/chatgpt/sharepoint_azure_function/images/get_function_url.png
deleted file mode 100644
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diff --git a/examples/chatgpt/sharepoint_azure_function/images/solution_1.gif b/examples/chatgpt/sharepoint_azure_function/images/solution_1.gif
deleted file mode 100644
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diff --git a/examples/chatgpt/sharepoint_azure_function/images/solution_1_architecture.png b/examples/chatgpt/sharepoint_azure_function/images/solution_1_architecture.png
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diff --git a/examples/chatgpt/sharepoint_azure_function/images/solution_2.gif b/examples/chatgpt/sharepoint_azure_function/images/solution_2.gif
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diff --git a/examples/chatgpt/sharepoint_azure_function/images/solution_2_architecture.png b/examples/chatgpt/sharepoint_azure_function/images/solution_2_architecture.png
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diff --git a/examples/chatgpt/gpt_actions_library/images/gptactions_BigQuery_auth.png b/images/gptactions_BigQuery_auth.png
similarity index 100%
rename from examples/chatgpt/gpt_actions_library/images/gptactions_BigQuery_auth.png
rename to images/gptactions_BigQuery_auth.png