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Chat: Add Vue AI And Chatbot Integration Demo
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apps/demos/Demos/Chat/AIAndChatbotIntegration/Vue/App.vue
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<template> | ||
<div | ||
class="chat-container" | ||
:class="{'dx-chat-disabled' : isDisabled == true }" | ||
> | ||
<DxChat | ||
ref="chatElement" | ||
:height="710" | ||
:data-source="dataSource" | ||
:reload-on-change="false" | ||
:show-avatar="false" | ||
:show-day-headers="false" | ||
:user="user" | ||
message-template="message" | ||
v-model:typing-users="typingUsers" | ||
v-model:alerts="alerts" | ||
@message-entered="onMessageEntered($event)" | ||
> | ||
<template #message="{ data }"> | ||
<span | ||
v-if="data.message.text === REGENERATION_TEXT" | ||
> | ||
{{ REGENERATION_TEXT }} | ||
</span> | ||
<template v-else> | ||
<div | ||
v-html="convertToHtml(data.message.text)" | ||
class="dx-chat-messagebubble-text" | ||
> | ||
</div> | ||
<div class="dx-bubble-button-container"> | ||
<DxButton | ||
:icon="copyButtonIcon" | ||
styling-mode="text" | ||
hint="Copy" | ||
@click="onCopyButtonClick(data.message)" | ||
/> | ||
<DxButton | ||
icon="refresh" | ||
styling-mode="text" | ||
hint="Regenerate" | ||
@click="onRegenerateButtonClick()" | ||
/> | ||
</div> | ||
</template> | ||
</template> | ||
<DxChat/> | ||
</div> | ||
</template> | ||
|
||
<script setup lang="ts"> | ||
import { ref, onBeforeMount } from 'vue'; | ||
import DxChat from 'devextreme-vue/chat'; | ||
import DxButton from 'devextreme-vue/button'; | ||
import { loadMessages } from 'devextreme/localization'; | ||
import { AzureOpenAI } from 'openai'; | ||
import { | ||
dictionary, | ||
store, | ||
messages, | ||
user, | ||
assistant, | ||
dataSource, | ||
convertToHtml, | ||
AzureOpenAIConfig, | ||
REGENERATION_TEXT, | ||
ALERT_TIMEOUT, | ||
} from './data.ts'; | ||
const chatService = new AzureOpenAI(AzureOpenAIConfig); | ||
const typingUsers = ref([]); | ||
const alerts = ref([]); | ||
const isDisabled = ref(false); | ||
const copyButtonIcon = ref('copy'); | ||
onBeforeMount(() => { | ||
loadMessages(dictionary); | ||
}); | ||
async function getAIResponse(messages) { | ||
const params = { | ||
messages, | ||
max_tokens: 1000, | ||
temperature: 0.7, | ||
}; | ||
const response = await chatService.chat.completions.create(params); | ||
const data = { choices: response.choices }; | ||
return data.choices[0].message?.content; | ||
} | ||
function toggleDisabledState(disabled, event) { | ||
isDisabled.value = disabled; | ||
if (disabled) { | ||
event?.target.blur(); | ||
} else { | ||
event?.target.focus(); | ||
} | ||
}; | ||
function updateLastMessage(text = REGENERATION_TEXT) { | ||
const items = dataSource.items(); | ||
const lastMessage = items.at(-1); | ||
dataSource.store().push([{ | ||
type: 'update', | ||
key: lastMessage.id, | ||
data: { text }, | ||
}]); | ||
} | ||
function renderAssistantMessage(text) { | ||
const message = { | ||
id: Date.now(), | ||
timestamp: new Date(), | ||
author: assistant, | ||
text, | ||
}; | ||
dataSource.store().push([{ type: 'insert', data: message }]); | ||
} | ||
async function processMessageSending(message, event) { | ||
toggleDisabledState(true, event); | ||
messages.push({ role: 'user', content: message.text }); | ||
typingUsers.value = [assistant]; | ||
try { | ||
const aiResponse = await getAIResponse(messages); | ||
setTimeout(() => { | ||
typingUsers.value = []; | ||
messages.push({ role: 'assistant', content: aiResponse }); | ||
renderAssistantMessage(aiResponse); | ||
}, 200); | ||
} catch { | ||
typingUsers.value = []; | ||
messages.pop(); | ||
alertLimitReached(); | ||
} finally { | ||
toggleDisabledState(false, event); | ||
} | ||
} | ||
function alertLimitReached() { | ||
alerts.value = [{ | ||
message: 'Request limit reached, try again in a minute.' | ||
}]; | ||
setTimeout(() => { | ||
alerts.value = []; | ||
}, ALERT_TIMEOUT); | ||
} | ||
async function regenerate() { | ||
toggleDisabledState(true); | ||
try { | ||
const aiResponse = await getAIResponse(messages.slice(0, -1)); | ||
updateLastMessage(aiResponse); | ||
messages.at(-1).content = aiResponse; | ||
} catch { | ||
updateLastMessage(messages.at(-1).content); | ||
alertLimitReached(); | ||
} finally { | ||
toggleDisabledState(false); | ||
} | ||
} | ||
function onMessageEntered({ message, event }) { | ||
dataSource.store().push([{ type: 'insert', data: { id: Date.now(), ...message } }]); | ||
if (!alerts.value.length) { | ||
processMessageSending(message, event); | ||
} | ||
} | ||
function onCopyButtonClick(message) { | ||
navigator.clipboard?.writeText(message.text); | ||
copyButtonIcon.value = 'check'; | ||
setTimeout(() => { | ||
copyButtonIcon.value = 'copy'; | ||
}, 2500); | ||
} | ||
function onRegenerateButtonClick() { | ||
updateLastMessage(); | ||
regenerate(); | ||
} | ||
</script> | ||
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||
<style scoped> | ||
.chat-container { | ||
width: 100%; | ||
display: flex; | ||
align-items: center; | ||
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; | ||
} | ||
.dx-chat-disabled .dx-chat-messagebox { | ||
opacity: 0.5; | ||
pointer-events: none; | ||
} | ||
</style> |
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import CustomStore from "devextreme/data/custom_store"; | ||
import DataSource from "devextreme/data/data_source"; | ||
import { unified } from 'unified'; | ||
import remarkParse from 'remark-parse'; | ||
import remarkRehype from 'remark-rehype'; | ||
import rehypeStringify from 'rehype-stringify'; | ||
|
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export const dictionary = { | ||
en: { | ||
'dxChat-emptyListMessage': 'Chat is Empty', | ||
'dxChat-emptyListPrompt': 'AI Assistant is ready to answer your questions.', | ||
'dxChat-textareaPlaceholder': 'Ask AI Assistant...', | ||
}, | ||
} | ||
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export const AzureOpenAIConfig = { | ||
dangerouslyAllowBrowser: true, | ||
deployment: 'gpt-4o-mini', | ||
apiVersion: '2024-02-01', | ||
endpoint: 'https://public-api.devexpress.com/demo-openai', | ||
apiKey: 'DEMO', | ||
} | ||
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export const REGENERATION_TEXT = 'Regeneration...'; | ||
export const CHAT_DISABLED_CLASS = 'dx-chat-disabled'; | ||
export const ALERT_TIMEOUT = 1000 * 60; | ||
|
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export const user = { | ||
id: 'c94c0e76-fb49-4b9b-8f07-9f93ed93b4f3', | ||
name: 'John Doe', | ||
}; | ||
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export const assistant = { | ||
id: 'assistant', | ||
name: 'Virtual Assistant', | ||
}; | ||
|
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export const store = []; | ||
export const messages = []; | ||
|
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const customStore = new CustomStore({ | ||
key: 'id', | ||
load: () => { | ||
return new Promise((resolve) => { | ||
setTimeout(() => { | ||
resolve([...store]); | ||
}, 0); | ||
}); | ||
}, | ||
insert: (message) => { | ||
return new Promise((resolve) => { | ||
setTimeout(() => { | ||
store.push(message); | ||
resolve(message); | ||
}); | ||
}); | ||
}, | ||
}); | ||
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export const dataSource = new DataSource({ | ||
store: customStore, | ||
paginate: false, | ||
}) | ||
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export function convertToHtml(value: string) { | ||
const result = unified() | ||
.use(remarkParse) | ||
.use(remarkRehype) | ||
.use(rehypeStringify) | ||
.processSync(value) | ||
.toString(); | ||
|
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return result; | ||
} |
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apps/demos/Demos/Chat/AIAndChatbotIntegration/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" /> | ||
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<script type="module"> | ||
import * as vueCompilerSFC from "../../../../node_modules/@vue/compiler-sfc/dist/compiler-sfc.esm-browser.js"; | ||
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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> | ||
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<body class="dx-viewport"> | ||
<div class="demo-container"> | ||
<div id="app"></div> | ||
</div> | ||
</body> | ||
</html> |
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import { createApp } from 'vue'; | ||
import App from './App.vue'; | ||
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createApp(App).mount('#app'); |
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