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Chat: AI Integration jQuery demo #28436

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Original file line number Diff line number Diff line change
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Chat is an interactive interface that allows users to send and receive messages in real time.
12 changes: 12 additions & 0 deletions apps/demos/Demos/Chat/AIAndChatbotIntegration/jQuery/data.js
Original file line number Diff line number Diff line change
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const deployment = 'gpt-4o-mini';
const apiVersion = '2024-02-01';
const endpoint = 'https://public-api.devexpress.com/demo-openai';
const apiKey = 'DEMO';
const REGENERATION_TEXT = 'Regeneration...';
const user = {
id: 'user',
};
const assistant = {
id: 'assistant',
name: 'Virtual Assistant',
};
20 changes: 20 additions & 0 deletions apps/demos/Demos/Chat/AIAndChatbotIntegration/jQuery/index.html
Original file line number Diff line number Diff line change
@@ -0,0 +1,20 @@
<!DOCTYPE html>
<html xmlns="http://www.w3.org/1999/xhtml" lang="en">
<head>
<title>DevExtreme Demo</title>
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=5.0" />
<script src="../../../../node_modules/jquery/dist/jquery.min.js"></script>
<link rel="stylesheet" type="text/css" href="../../../../node_modules/devextreme-dist/css/dx.light.css" />
<script src="../../../../node_modules/devextreme-dist/js/dx.all.js"></script>
<script src="data.js"></script>
<link rel="stylesheet" type="text/css" href="styles.css" />
<script type="module" src="index.js"></script>
</head>
<body class="dx-viewport">
<div class="demo-container">
<div id="dx-ai-chat"></div>
</div>
</body>
</html>
203 changes: 203 additions & 0 deletions apps/demos/Demos/Chat/AIAndChatbotIntegration/jQuery/index.js
Original file line number Diff line number Diff line change
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import { AzureOpenAI } from 'https://esm.sh/openai';
import { unified } from 'https://esm.sh/unified@11?bundle';
import remarkParse from 'https://esm.sh/remark-parse@11?bundle';
import remarkRehype from 'https://esm.sh/remark-rehype@11?bundle';
import rehypeStringify from 'https://esm.sh/rehype-stringify@10?bundle';

$(() => {
const store = [];
let messages = [];

DevExpress.localization.loadMessages({
'en': {
'dxChat-emptyListMessage': 'Chat is Empty',
'dxChat-emptyListPrompt': 'AI Assistant is ready to answer your questions.',
'dxChat-textareaPlaceholder': 'Ask AI Assistant...',
},
});

const chatService = new AzureOpenAI({
dangerouslyAllowBrowser: true,
deployment,
endpoint,
apiVersion,
apiKey,
});

async function getAIResponse(messages) {
const params = {
messages: messages,
max_tokens: 1000,
temperature: 0.7,
};

const responseAzure = await chatService.chat.completions.create(params);
const data = { choices: responseAzure.choices };

return data.choices[0].message?.content;
};

function alertLimitReached() {
instance.option({
alerts: [{
message: 'Request limit reached, try again in a minute.',
}],
});

setTimeout(() => {
instance.option({ alerts: [] });
}, 10000);
};

async function processMessageSending() {
instance.option({ typingUsers: [assistant] });

try {
const aiResponse = await getAIResponse(messages);

setTimeout(() => {
instance.option({ typingUsers: [] });

messages.push({ role: 'assistant', content: aiResponse });

renderMessage(aiResponse);
}, 200);
} catch {
instance.option({ typingUsers: [] });
alertLimitReached();
}
};

async function regenerate() {
try {
const aiResponse = await getAIResponse(messages.slice(0, -1));

updateLastMessage(aiResponse);
messages.at(-1).content = aiResponse;
} catch {
updateLastMessage(messages.at(-1).content);
alertLimitReached();
}
};

function renderMessage(text) {
const message = {
id: Date.now(),
timestamp: new Date(),
author: assistant,
text,
};

customStore.push([{ type: 'insert', data: message }]);
};

function updateLastMessage(text) {
const { items } = instance.option();
const lastMessage = items.at(-1);
const data = {
text: text ?? REGENERATION_TEXT,
};

customStore.push([{
type: 'update',
key: lastMessage.id,
data,
}]);
};

function convertToHtml(value) {
const result = unified()
.use(remarkParse)
.use(remarkRehype)
.use(rehypeStringify)
.processSync(value)
.toString();

return result;
};

const customStore = new DevExpress.data.CustomStore({
key: 'id',
load: () => {
const d = $.Deferred();

setTimeout(function () {
d.resolve([...store]);
});

return d.promise();
},
insert: (message) => {
const d = $.Deferred();

setTimeout(function () {
store.push(message);
d.resolve();
});

return d.promise();
},
});

const instance = $("#dx-ai-chat").dxChat({
dataSource: customStore,
reloadOnChange: false,
showAvatar: false,
showDayHeaders: false,
user,
height: 710,
onMessageEntered: (e) => {
const { message } = e;

customStore.push([{ type: 'insert', data: { id: Date.now(), ...message } }]);
messages.push({ role: 'user', content: message.text });

processMessageSending();
},
messageTemplate: (data, element) => {
const { message } = data;

if (message.text === REGENERATION_TEXT) {
element.text(REGENERATION_TEXT);
return;
}

const $textElement = $('<div>')
.addClass('dx-chat-messagebubble-text')
.html(convertToHtml(message.text))
.appendTo(element);

const $buttonContainer = $('<div>')
.addClass('dx-bubble-button-container');

$('<div>')
.dxButton({
icon: 'copy',
stylingMode: 'text',
hint: 'Copy',
onClick: ({ component }) => {
navigator.clipboard.writeText($textElement.text());
component.option({ icon: 'check' });
setTimeout(() => {
component.option({ icon: 'copy' });
}, 5000);
},
})
.appendTo($buttonContainer);

$('<div>')
.dxButton({
icon: 'refresh',
stylingMode: 'text',
hint: 'Regenerate',
onClick: () => {
updateLastMessage();
regenerate();
},
})
.appendTo($buttonContainer);

$buttonContainer.appendTo(element);
},
}).dxChat('instance');
});
60 changes: 60 additions & 0 deletions apps/demos/Demos/Chat/AIAndChatbotIntegration/jQuery/styles.css
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.demo-container {
display: flex;
justify-content: center;
}

.dx-chat {
max-width: 900px;
}

.dx-chat-messagelist-empty-image {
display: none;
}

.dx-chat-messagelist-empty-message {
font-size: var(--dx-font-size-heading-5);
}

.dx-chat-messagebubble-content,
.dx-chat-messagebubble-text {
display: flex;
flex-direction: column;
}

.dx-bubble-button-container {
display: none;
}

.dx-button {
display: inline-block;
color: var(--dx-color-icon);
}

.dx-chat-messagegroup-alignment-start:last-child .dx-chat-messagebubble:last-child .dx-bubble-button-container {
display: flex;
gap: 4px;
margin-top: 8px;
}

.dx-chat-messagebubble-content > div > p:first-child {
margin-top: 0;
}

.dx-chat-messagebubble-content > div > p:last-child {
margin-bottom: 0;
}

.dx-chat-messagebubble-content ol,
.dx-chat-messagebubble-content ul {
white-space: normal;
}

.dx-chat-messagebubble-content h1,
.dx-chat-messagebubble-content h2,
.dx-chat-messagebubble-content h3,
.dx-chat-messagebubble-content h4,
.dx-chat-messagebubble-content h5,
.dx-chat-messagebubble-content h6 {
font-size: revert;
font-weight: revert;
}
13 changes: 13 additions & 0 deletions apps/demos/menuMeta.json
Original file line number Diff line number Diff line change
Expand Up @@ -2076,6 +2076,19 @@
]
}
]
},
{
"Name": "AI and Chatbot Integration",
"Equivalents": "AI, Chatbot, Assistant",
"Demos": [
{
"Title": "AI and Chatbot Integration",
"Name": "AIAndChatbotIntegration",
"Widget": "Chat",
"DemoType": "Web",
"Badge": "New"
}
]
}
]
},
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