diff --git a/blog/2023-07-24-notebook-tools-for-llms/index.mdx b/blog/2023-07-24-notebook-tools-for-llms/index.mdx
index 0c957a3..29ea6fe 100644
--- a/blog/2023-07-24-notebook-tools-for-llms/index.mdx
+++ b/blog/2023-07-24-notebook-tools-for-llms/index.mdx
@@ -3,6 +3,7 @@ slug: notebook-tools-for-llms
 title: "Supercharging Analysis by Exposing Notebooks to Large Language Models"
 authors: [kyle]
 description: "How pairing notebooks with LLMs increases the power of both."
+thumbnail: "llm-notebooks-post.png"
 tags: [chatgpt, ipython, notebooks, noteable, data science]
 ---
 
diff --git a/blog/2023-07-24-notebook-tools-for-llms/llm-notebooks-post.png b/blog/2023-07-24-notebook-tools-for-llms/llm-notebooks-post.png
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index 0000000..3c393c6
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