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diff --git a/examples/tutorials/sql-agent-diagram.png b/examples/tutorials/sql-agent-diagram.png
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diff --git a/examples/tutorials/sql-agent.ipynb b/examples/tutorials/sql-agent.ipynb
index f3603e870..0b33f6557 100644
--- a/examples/tutorials/sql-agent.ipynb
+++ b/examples/tutorials/sql-agent.ipynb
@@ -17,7 +17,9 @@
     "7. Correct mistakes surfaced by the database engine until the query is successful\n",
     "8. Formulate a response based on the results\n",
     "\n",
-    "The end-to-end workflow will look something like below:"
+    "The end-to-end workflow will look something like below:\n",
+    "\n",
+    "![](sql-agent-diagram.png)"
    ],
    "metadata": {
     "collapsed": false