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Chat: AI integration demo
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marker dao ® committed Nov 26, 2024
1 parent d279d2a commit 82a71b2
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150 changes: 150 additions & 0 deletions apps/demos/Demos/Chat/AIIntagration/Vue/App.vue
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<template>
<DxChat
v-model:items="messages"
v-model:user="currentUser"
v-model:typing-users="userChatTypingUsers"
@message-entered="onMessageEntered($event)"
@typing-start="userChatTypingStart()"
@typing-end="userChatTypingEnd()"
/>
<DxChat
v-model:items="messages"
v-model:user="supportAgent"
v-model:typing-users="supportChatTypingUsers"
@message-entered="onMessageEntered($event)"
@typing-start="supportChatTypingStart()"
@typing-end="supportChatTypingEnd()"
/>
</template>

<script setup lang="ts">
import { AzureOpenAI } from 'openai';
import { ref } from 'vue';
import DxChat from 'devextreme-vue/chat';
const date = new Date();
date.setHours(0, 0, 0, 0);
function getTimestamp(date, offsetMinutes = 0) {
return date.getTime() + offsetMinutes * 60000;
}
const deployment = 'gpt-4o-mini';
const apiVersion = '2024-02-01';
const endpoint = 'https://dx-test-apim.azure-api.net/demo-openai';
const apiKey = 'DEMO';
const chatService = ref(new AzureOpenAI({
dangerouslyAllowBrowser: true,
deployment,
endpoint,
apiVersion,
apiKey,
}));
async function getAIResponse(messages) {
const params = {
messages,
max_tokens: 100,
temperature: 0.7,
};
// @ts-expect-error
const responseAzure = await chatService.value.chat.completions.create(params);
const data = { choices: responseAzure.choices };
return data.choices[0].message?.content;
}
const currentUser = ref({
id: 'c94c0e76-fb49-4b9b-8f07-9f93ed93b4f3',
name: 'John Doe',
});
const supportAgent = ref({
id: 'd16d1a4c-5c67-4e20-b7v0e-2991c22747c3',
name: 'Support Agent',
avatarUrl: '../../../../images/petersmith.png',
});
const userChatTypingUsers = ref([]);
const supportChatTypingUsers = ref([]);
const messages = ref([
{
timestamp: getTimestamp(date, -9),
author: supportAgent,
text: 'Hello, John!\nHow can I assist you today?',
},
{
timestamp: getTimestamp(date, -7),
author: currentUser,
text: "Hi, I'm having trouble accessing my account.",
},
{
timestamp: getTimestamp(date, -7),
author: currentUser,
text: 'It says my password is incorrect.',
},
{
timestamp: getTimestamp(date, -7),
author: supportAgent,
text: 'I can help with that. Can you please confirm your UserID for security purposes?',
},
{
timestamp: getTimestamp(date, 1),
author: currentUser,
text: 'john.doe1357',
},
{
timestamp: getTimestamp(date, 1),
author: supportAgent,
text: '✅ Instructions to restore access have been sent to the email address registered to your account.',
},
]);
async function sendMessage(userInput) {
// eslint-disable-next-line no-unused-vars, spellcheck/spell-checker
const aiResponse = await getAIResponse({ role: 'user', content: userInput });
// eslint-disable-next-line no-debugger
debugger;
}
function onMessageEntered(event) {
messages.value = [...messages.value, event.message];
sendMessage(event.message.text);
}
function userChatTypingStart() {
supportChatTypingUsers.value = [currentUser];
}
function userChatTypingEnd() {
supportChatTypingUsers.value = [];
}
function supportChatTypingStart() {
userChatTypingUsers.value = [supportAgent];
}
function supportChatTypingEnd() {
userChatTypingUsers.value = [];
}
</script>

<style scoped>
#app {
display: flex;
gap: 20px;
}
.dx-chat {
height: 810px;
}
.dx-avatar {
border: 1px solid var(--dx-color-border);
}
</style>
29 changes: 29 additions & 0 deletions apps/demos/Demos/Chat/AIIntagration/Vue/index.html
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<!DOCTYPE html>
<html 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" />
<link rel="stylesheet" type="text/css" href="../../../../node_modules/devextreme-dist/css/dx.light.css" />

<script type="module">
import * as vueCompilerSFC from "../../../../node_modules/@vue/compiler-sfc/dist/compiler-sfc.esm-browser.js";

window.vueCompilerSFC = vueCompilerSFC;
</script>
<script src="../../../../node_modules/typescript/lib/typescript.js"></script>
<script src="../../../../node_modules/core-js/client/shim.min.js"></script>
<script src="../../../../node_modules/systemjs/dist/system.js"></script>
<script type="text/javascript" src="config.js"></script>
<script type="text/javascript">
System.import("./index.ts");
</script>
</head>

<body class="dx-viewport">
<div class="demo-container">
<div id="app"> </div>
</div>
</body>
</html>
4 changes: 4 additions & 0 deletions apps/demos/Demos/Chat/AIIntagration/Vue/index.ts
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import { createApp } from 'vue';
import App from './App.vue';

createApp(App).mount('#app');
24 changes: 24 additions & 0 deletions apps/demos/Demos/Chat/AIIntagration/jQuery/index.html
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<!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 type="module">
import { AzureOpenAI } from "https://esm.sh/openai";

window.AzureOpenAI = AzureOpenAI;
</script>
<script src="../../../../node_modules/devextreme-dist/js/dx.all.js"></script>
<link rel="stylesheet" type="text/css" href="styles.css" />
<script src="index.js"></script>
</head>
<body class="dx-viewport">
<div class="demo-container">
<div id="ai-chat"></div>
</div>
</body>
</html>
149 changes: 149 additions & 0 deletions apps/demos/Demos/Chat/AIIntagration/jQuery/index.js
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const deployment = 'gpt-4o-mini';
const apiVersion = '2024-02-01';
const endpoint = 'https://dx-test-apim.azure-api.net/demo-openai';
const apiKey = 'DEMO';

let messages = [];

const user = {
id: 'user',
};

const assistant = {
id: 'assistant',
name: 'Virtual Assistant',
};

const copyText = (text) => {
navigator.clipboard.writeText(text);
};

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

const getAIResponse = async (messages) => {
const params = {
messages: messages,
max_tokens: 100,
temperature: 0.7,
};

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

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

DevExpress.localization.loadMessages({
"en": {
"dxChat-emptyListMessage": "Virtual Assistant",
"dxChat-emptyListPrompt": "An AI bot ready to provide instant support for your needs.",
},
});

const instance = $("#ai-chat").dxChat({
showAvatar: false,
user,
height: 600,
width: 400,
onMessageEntered: (e) => {
const { component, message } = e;

component.renderMessage(message);

sendMessage(message.text);
},
messageTemplate: (data, element) => {
const { message } = data;

const $textElement = $('<div>')
.text(message.text)
.appendTo(element);

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

$('<div>')
.dxButton({
icon: 'copy',
stylingMode: 'text',
onClick: () => {
const text = $textElement.text();

copyText(text);
}
})
.appendTo($buttonContainer);

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

$buttonContainer.appendTo(element)
},
}).dxChat('instance');

const renderMessage = (aiResponse) => {
const message = {
timestamp: new Date(),
author: assistant,
text: aiResponse,
};

instance.renderMessage(message);
};

const sendMessage = async (userInput) => {
messages.push({ role: 'user', content: userInput });

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

const aiResponse = await getAIResponse(messages);

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

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

renderMessage(aiResponse);
}, 200);
}

const refreshAnswer = async () => {
deleteLastMessage();

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

const aiResponse = await getAIResponse(messages);

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

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

updateChatInterface(aiResponse);
}, 200);
}

const deleteLastMessage = () => {
/* Should we use dataSource here? */
const items = instance.option('items');
const newItems = items.slice(0, -1);

instance.option({ items: newItems });

messages = messages.slice(0, -1);
}
});
31 changes: 31 additions & 0 deletions apps/demos/Demos/Chat/AIIntagration/jQuery/styles.css
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.dx-chat-messagelist-empty-image {
display: none;
}

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

.dx-chat-messagelist-empty-prompt {
width: 270px;
}

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

.dx-bubble-button-containder {
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-containder {
display: flex;
gap: 4px;
margin-top: 8px;
}
3 changes: 3 additions & 0 deletions apps/demos/Demos/Chat/AIIntagration/test-code.js
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testUtils
.postponeUntilFound('.dx-chat')
.then(() => testUtils.findElements('.dx-chat').forEach((x) => { x.style.height = '700px'; }));
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