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Original file line number Diff line number Diff line change
@@ -0,0 +1,41 @@
import { Injectable } from '@angular/core';
import { AzureOpenAI, OpenAI } from 'openai';
import { type AIResponse } from 'devextreme-angular/common/ai-integration';

export type AIMessage = (
OpenAI.ChatCompletionUserMessageParam
| OpenAI.ChatCompletionSystemMessageParam
| OpenAI.ChatCompletionAssistantMessageParam) & {
content: string;
};

const AzureOpenAIConfig = {
dangerouslyAllowBrowser: true,
deployment: 'gpt-4o-mini',
apiVersion: '2024-02-01',
endpoint: 'https://public-api.devexpress.com/demo-openai',
apiKey: 'DEMO',
};

@Injectable()
export class AiService {
chatService: AzureOpenAI;

constructor() {
this.chatService = new AzureOpenAI(AzureOpenAIConfig);
}

async getAIResponse(messages: AIMessage[]): Promise<AIResponse> {
const params = {
messages,
model: AzureOpenAIConfig.deployment,
max_tokens: 1000,
temperature: 0.7,
};

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

return data.choices[0].message?.content;
}
}
Original file line number Diff line number Diff line change
Expand Up @@ -7,6 +7,7 @@ import { Observable } from 'rxjs';
import { loadMessages } from 'devextreme-angular/common/core/localization';
import { DataSource } from 'devextreme-angular/common/data';
import { AppService } from './app.service';
import { AiService } from './ai/ai.service';

if (!/localhost/.test(document.location.host)) {
enableProdMode();
Expand Down Expand Up @@ -107,5 +108,6 @@ bootstrapApplication(AppComponent, {
providers: [
provideZoneChangeDetection({ eventCoalescing: true, runCoalescing: true }),
AppService,
AiService,
],
});
Original file line number Diff line number Diff line change
@@ -1,28 +1,20 @@
import { Injectable } from '@angular/core';
import { Observable, BehaviorSubject } from 'rxjs';
import { AzureOpenAI } from 'openai';
import { unified } from 'unified';
import remarkParse from 'remark-parse';
import remarkRehype from 'remark-rehype';
import rehypeStringify from 'rehype-stringify';
import rehypeMinifyWhitespace from 'rehype-minify-whitespace';
import { type DxChatTypes } from 'devextreme-angular/ui/chat';
import { DataSource, CustomStore } from 'devextreme-angular/common/data';
import { AiService, type AIMessage } from './ai/ai.service';

@Injectable({
providedIn: 'root',
})

export class AppService {
chatService: AzureOpenAI;

AzureOpenAIConfig = {
dangerouslyAllowBrowser: true,
deployment: 'gpt-4o-mini',
apiVersion: '2024-02-01',
endpoint: 'https://public-api.devexpress.com/demo-openai',
apiKey: 'DEMO',
};
aiService: AiService;

REGENERATION_TEXT = 'Regeneration...';

Expand All @@ -39,7 +31,7 @@ export class AppService {

store: any[] = [];

messages: any[] = [];
messages: AIMessage[] = [];

alerts: DxChatTypes.Alert[] = [];

Expand All @@ -51,8 +43,8 @@ export class AppService {

alertsSubject: BehaviorSubject<DxChatTypes.Alert[]> = new BehaviorSubject([]);

constructor() {
this.chatService = new AzureOpenAI(this.AzureOpenAIConfig);
constructor(aiService: AiService) {
this.aiService = aiService;
this.initDataSource();
this.typingUsersSubject.next([]);
this.alertsSubject.next([]);
Expand Down Expand Up @@ -98,21 +90,11 @@ export class AppService {
});
}

async getAIResponse(messages) {
const params = {
messages,
model: this.AzureOpenAIConfig.deployment,
max_tokens: 1000,
temperature: 0.7,
};

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

return data.choices[0].message?.content;
async getAIResponse(messages: AIMessage[]): Promise<string> {
return this.aiService.getAIResponse(messages) as Promise<string>;
}

async processMessageSending(message) {
async processMessageSending(message: DxChatTypes.Message) {
this.messages.push({ role: 'user', content: message.text });
this.typingUsersSubject.next([this.assistant]);

Expand Down
8 changes: 0 additions & 8 deletions apps/demos/Demos/Chat/AIAndChatbotIntegration/React/data.ts
Original file line number Diff line number Diff line change
@@ -1,13 +1,5 @@
import type { ChatTypes } from 'devextreme-react/chat';

export const AzureOpenAIConfig = {
dangerouslyAllowBrowser: true,
deployment: 'gpt-4o-mini',
apiVersion: '2024-02-01',
endpoint: 'https://public-api.devexpress.com/demo-openai',
apiKey: 'DEMO',
};

export const REGENERATION_TEXT = 'Regeneration...';
export const CHAT_DISABLED_CLASS = 'chat-disabled';
export const ALERT_TIMEOUT = 1000 * 60;
Expand Down
42 changes: 42 additions & 0 deletions apps/demos/Demos/Chat/AIAndChatbotIntegration/React/service.ts
Original file line number Diff line number Diff line change
@@ -0,0 +1,42 @@
import { AzureOpenAI, OpenAI } from 'openai';
import { type AIResponse } from 'devextreme-react/common/ai-integration';

export type AIMessage = (
OpenAI.ChatCompletionUserMessageParam
| OpenAI.ChatCompletionSystemMessageParam
| OpenAI.ChatCompletionAssistantMessageParam) & {
content: string;
};

const AzureOpenAIConfig = {
dangerouslyAllowBrowser: true,
deployment: 'gpt-4o-mini',
apiVersion: '2024-02-01',
endpoint: 'https://public-api.devexpress.com/demo-openai',
apiKey: 'DEMO',
};

const chatService = new AzureOpenAI(AzureOpenAIConfig);

const wait = (delay: number): Promise<void> =>
new Promise((resolve): void => {
setTimeout(resolve, delay);
});

export async function getAIResponse(messages: AIMessage[], delay?: number): Promise<AIResponse> {
const params = {
messages,
model: AzureOpenAIConfig.deployment,
max_tokens: 1000,
temperature: 0.7,
};

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

if (delay) {
await wait(delay);
}

return data.choices[0].message?.content ?? '';
}
40 changes: 5 additions & 35 deletions apps/demos/Demos/Chat/AIAndChatbotIntegration/React/useApi.ts
Original file line number Diff line number Diff line change
@@ -1,43 +1,13 @@
import { useCallback, useState } from 'react';
import { AzureOpenAI, OpenAI } from 'openai';
import type { ChatTypes } from 'devextreme-react/chat';
import { CustomStore, DataSource } from 'devextreme-react/common/data';
import type { AIResponse } from 'devextreme/common/ai-integration';
import {
ALERT_TIMEOUT,
assistant,
AzureOpenAIConfig,
REGENERATION_TEXT,
} from './data.ts';

type Message = (OpenAI.ChatCompletionUserMessageParam | OpenAI.ChatCompletionAssistantMessageParam) & {
content: string;
};

const chatService = new AzureOpenAI(AzureOpenAIConfig);

const wait = (delay: number): Promise<void> =>
new Promise((resolve): void => {
setTimeout(resolve, delay);
});

export async function getAIResponse(messages: Message[], delay?: number): Promise<AIResponse> {
const params = {
messages,
model: AzureOpenAIConfig.deployment,
max_tokens: 1000,
temperature: 0.7,
};

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

if (delay) {
await wait(delay);
}

return data.choices[0].message?.content ?? '';
}
import { getAIResponse } from './service.ts';
import type { AIMessage } from './service.ts';

const store: ChatTypes.Message[] = [];

Expand All @@ -61,12 +31,12 @@ export const dataSource = new DataSource({
paginate: false,
});

const dataItemToMessage = (item: ChatTypes.Message): Message => ({
role: item.author?.id as Message['role'],
const dataItemToMessage = (item: ChatTypes.Message): AIMessage => ({
role: item.author?.id as AIMessage['role'],
content: item.text,
});

const getMessageHistory = (): Message[] => [...dataSource.items()].map(dataItemToMessage);
const getMessageHistory = (): AIMessage[] => [...dataSource.items()].map(dataItemToMessage);

export const useApi = () => {
const [alerts, setAlerts] = useState<ChatTypes.Alert[]>([]);
Expand Down
Original file line number Diff line number Diff line change
@@ -1,10 +1,3 @@
export const AzureOpenAIConfig = {
dangerouslyAllowBrowser: true,
deployment: 'gpt-4o-mini',
apiVersion: '2024-02-01',
endpoint: 'https://public-api.devexpress.com/demo-openai',
apiKey: 'DEMO',
};
export const REGENERATION_TEXT = 'Regeneration...';
export const CHAT_DISABLED_CLASS = 'chat-disabled';
export const ALERT_TIMEOUT = 1000 * 60;
Expand Down
Original file line number Diff line number Diff line change
@@ -0,0 +1,28 @@
import { AzureOpenAI } from 'openai';

const AzureOpenAIConfig = {
dangerouslyAllowBrowser: true,
deployment: 'gpt-4o-mini',
apiVersion: '2024-02-01',
endpoint: 'https://public-api.devexpress.com/demo-openai',
apiKey: 'DEMO',
};
const chatService = new AzureOpenAI(AzureOpenAIConfig);
const wait = (delay) =>
new Promise((resolve) => {
setTimeout(resolve, delay);
});
export async function getAIResponse(messages, delay) {
const params = {
messages,
model: AzureOpenAIConfig.deployment,
max_tokens: 1000,
temperature: 0.7,
};
const response = await chatService.chat.completions.create(params);
const data = { choices: response.choices };
if (delay) {
await wait(delay);
}
return data.choices[0].message?.content ?? '';
}
25 changes: 2 additions & 23 deletions apps/demos/Demos/Chat/AIAndChatbotIntegration/ReactJs/useApi.js
Original file line number Diff line number Diff line change
@@ -1,29 +1,8 @@
import { useCallback, useState } from 'react';
import { AzureOpenAI } from 'openai';
import { CustomStore, DataSource } from 'devextreme-react/common/data';
import {
ALERT_TIMEOUT, assistant, AzureOpenAIConfig, REGENERATION_TEXT,
} from './data.js';
import { ALERT_TIMEOUT, assistant, REGENERATION_TEXT } from './data.js';
import { getAIResponse } from './service.js';

const chatService = new AzureOpenAI(AzureOpenAIConfig);
const wait = (delay) =>
new Promise((resolve) => {
setTimeout(resolve, delay);
});
export async function getAIResponse(messages, delay) {
const params = {
messages,
model: AzureOpenAIConfig.deployment,
max_tokens: 1000,
temperature: 0.7,
};
const response = await chatService.chat.completions.create(params);
const data = { choices: response.choices };
if (delay) {
await wait(delay);
}
return data.choices[0].message?.content ?? '';
}
const store = [];
const customStore = new CustomStore({
key: 'id',
Expand Down
25 changes: 4 additions & 21 deletions apps/demos/Demos/Chat/AIAndChatbotIntegration/Vue/App.vue
Original file line number Diff line number Diff line change
Expand Up @@ -49,7 +49,6 @@

<script setup lang="ts">
import { ref, onBeforeMount } from 'vue';
import { AzureOpenAI } from 'openai';
import DxChat, { type DxChatTypes } from 'devextreme-vue/chat';
import DxButton from 'devextreme-vue/button';
import { loadMessages } from 'devextreme-vue/common/core/localization';
Expand All @@ -62,12 +61,10 @@ import {
assistant,
dataSource,
convertToHtml,
AzureOpenAIConfig,
REGENERATION_TEXT,
ALERT_TIMEOUT,
} from './data.ts';

const chatService = new AzureOpenAI(AzureOpenAIConfig);
import { getAIResponse } from './service.ts';

const typingUsers = ref<{ id: string, name: string }[]>([]);
const alerts = ref<{ message: string }[]>([]);
Expand All @@ -78,20 +75,6 @@ onBeforeMount(() => {
loadMessages(dictionary);
});

async function getAIResponse(messages: DxChatTypes.Message[]): Promise<string> {
const params: Record<string, any> = {
messages,
model: AzureOpenAIConfig.deployment,
max_tokens: 1000,
temperature: 0.7,
};

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

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

function toggleDisabledState(disabled: boolean, event?: Events.EventObject): void {
isDisabled.value = disabled;

Expand Down Expand Up @@ -130,11 +113,11 @@ async function processMessageSending(
): Promise<void> {
toggleDisabledState(true, event);

messages.push({ role: 'user', content: message.text });
messages.push({ role: 'user', content: message.text ?? '' });
typingUsers.value = [assistant];

try {
const aiResponse = await getAIResponse(messages);
const aiResponse = await getAIResponse(messages) as string;

setTimeout(() => {
typingUsers.value = [];
Expand Down Expand Up @@ -165,7 +148,7 @@ async function regenerate(): Promise<void> {
const lastMessage = messages.at(-1);

try {
const aiResponse = await getAIResponse(messages.slice(0, -1));
const aiResponse = await getAIResponse(messages.slice(0, -1)) as string;

updateLastMessage(aiResponse);

Expand Down
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