diff --git a/react/src/components/lablupTalkativotUI/LLMChatCard.tsx b/react/src/components/lablupTalkativotUI/LLMChatCard.tsx
index d7305f7fa..a8a208b91 100644
--- a/react/src/components/lablupTalkativotUI/LLMChatCard.tsx
+++ b/react/src/components/lablupTalkativotUI/LLMChatCard.tsx
@@ -14,6 +14,7 @@ import {
   DeleteOutlined,
   LinkOutlined,
   MoreOutlined,
+  PictureOutlined,
   RocketOutlined,
 } from '@ant-design/icons';
 import { Attachments, AttachmentsProps, Sender } from '@ant-design/x';
@@ -32,6 +33,7 @@ import {
   MenuProps,
   Tag,
   theme,
+  Tooltip,
   Typography,
 } from 'antd';
 import _ from 'lodash';
@@ -70,6 +72,7 @@ export interface LLMChatCardProps extends CardProps {
   onSubmitChange?: () => void;
   showCompareMenuItem?: boolean;
   modelToken?: string;
+  isImageGeneration?: boolean;
 }
 
 const LLMChatCard: React.FC<LLMChatCardProps> = ({
@@ -89,10 +92,12 @@ const LLMChatCard: React.FC<LLMChatCardProps> = ({
   onSubmitChange,
   showCompareMenuItem,
   modelToken,
+  isImageGeneration,
   ...cardProps
 }) => {
   const webuiNavigate = useWebUINavigate();
   const [isOpenAttachments, setIsOpenAttachments] = useState(false);
+  const [loadingImageGeneration, setLoadingImageGeneration] = useState(false);
 
   const [modelId, setModelId] = useControllableValue(cardProps, {
     valuePropName: 'modelId',
@@ -221,6 +226,33 @@ const LLMChatCard: React.FC<LLMChatCardProps> = ({
     },
   ]);
 
+  const generateImage = async (prompt: string, accessKey: string) => {
+    setLoadingImageGeneration(true);
+    try {
+      const response = await fetch(
+        'https://stable-diffusion-3m.asia03.app.backend.ai/generate-image',
+        {
+          method: 'POST',
+          headers: {
+            'Content-Type': 'application/json',
+          },
+          body: JSON.stringify({
+            prompt: prompt,
+            access_key: accessKey,
+          }),
+        },
+      );
+      if (response.ok) {
+        const responseData = await response.json();
+        return 'data:image/png;base64,' + responseData.image_base64;
+      } else {
+        throw new Error('Error generating image');
+      }
+    } finally {
+      setLoadingImageGeneration(false);
+    }
+  };
+
   return (
     <Card
       ref={cardRef}
@@ -326,6 +358,11 @@ const LLMChatCard: React.FC<LLMChatCardProps> = ({
               />
             </Sender.Header>
           }
+          styles={{
+            prefix: {
+              alignSelf: 'center',
+            },
+          }}
           prefix={
             <Attachments
               beforeUpload={() => false}
@@ -359,11 +396,11 @@ const LLMChatCard: React.FC<LLMChatCardProps> = ({
               onInputChange(v);
             }
           }}
-          loading={isLoading}
+          loading={isLoading || loadingImageGeneration}
           onStop={() => {
             stop();
           }}
-          onSend={() => {
+          onSend={async () => {
             if (input || !_.isEmpty(files)) {
               const fileList = _.map(
                 files,
@@ -376,15 +413,42 @@ const LLMChatCard: React.FC<LLMChatCardProps> = ({
                 dataTransfer.items.add(file);
               });
 
-              append(
-                {
-                  role: 'user',
-                  content: input,
-                },
-                {
-                  experimental_attachments: dataTransfer.files,
-                },
-              );
+              if (isImageGeneration) {
+                try {
+                  const imageBase64 = await generateImage(input, 'accessKey');
+                  setMessages((prevMessages) => [
+                    ...prevMessages,
+                    {
+                      id: _.uniqueId(),
+                      role: 'user',
+                      content: input,
+                    },
+                    {
+                      id: _.uniqueId(),
+                      role: 'assistant',
+                      content: '',
+                      experimental_attachments: [
+                        {
+                          contentType: 'image/png',
+                          url: imageBase64,
+                        },
+                      ],
+                    },
+                  ]);
+                } catch (error) {
+                  console.error(error);
+                }
+              } else {
+                append(
+                  {
+                    role: 'user',
+                    content: input,
+                  },
+                  {
+                    experimental_attachments: dataTransfer.files,
+                  },
+                );
+              }
 
               setTimeout(() => {
                 setInput('');