diff --git a/demos/openai/image.md b/demos/openai/image.md
new file mode 100644
index 000000000..2f2072c88
--- /dev/null
+++ b/demos/openai/image.md
@@ -0,0 +1,49 @@
+# Image Generation
+
+```javascript
+import OpenAI from "demos/openai/openai.js"
+
+
+let prompt =  {
+        "model": "dall-e-3", 
+         "prompt": "a white siamese cat",
+    "n": 1,
+    "size": "1024x1024"
+  }
+
+
+async function imageGeneration(prompt) {
+    const apiKey = await OpenAI.ensureSubscriptionKey();
+    const url = "https://api.openai.com/v1/images/generations";
+
+    const requestOptions = {
+      method: "POST",
+      headers: {
+        "Content-Type": "application/json",
+        "Authorization": `Bearer ${apiKey}`
+      },
+      body: JSON.stringify(prompt)
+    };
+    return fetch(url, requestOptions);
+  }
+
+
+let response = await imageGeneration(prompt)
+
+
+reso
+
+let json = await response.json()
+
+
+json.data[0].url 
+
+```
+
+<script>
+
+let img = <img src="https://oaidalleapiprodscus.blob.core.windows.net/private/org-MPQoSTR6cnoOYKKoexRQqilJ/user-jSdR6BwdMFDIgdYmJiwmPPyY/img-5tGP5Ewc7Ro54jL8nqRNwhHC.png?st=2024-05-14T15%3A39%3A06Z&se=2024-05-14T17%3A39%3A06Z&sp=r&sv=2021-08-06&sr=b&rscd=inline&rsct=image/png&skoid=6aaadede-4fb3-4698-a8f6-684d7786b067&sktid=a48cca56-e6da-484e-a814-9c849652bcb3&skt=2024-05-14T15%3A40%3A46Z&ske=2024-05-15T15%3A40%3A46Z&sks=b&skv=2021-08-06&sig=VyLOR1dYBJBs0z7KzG/n/XXIk2lXWQ%2BJ4B29xSB5HZQ%3D"></img>
+
+
+img
+</script>
diff --git a/demos/openai/vision.md b/demos/openai/vision.md
index ad17b5234..6b630e5f9 100644
--- a/demos/openai/vision.md
+++ b/demos/openai/vision.md
@@ -3,9 +3,6 @@
 ![](vision.png)
 
 
-![](data:image/png;base64,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)
-
-
 ```javascript
 
 import OpenAI from "demos/openai/openai.js"