ai module
This commit is contained in:
+14
@@ -0,0 +1,14 @@
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curl --location 'https://arvancloudai.ir/gateway/models/DeepSeek-V4-Flash/GShkYZ-j5g8GPs2hizngJUlGKcqhDw14rUWb0wu-eLcYjfqUVlvxAhbcBdjg5iH_FSs0uHY0ypJj94AIKmr-gotsFuKm2FqCGbNXJcBi7-2lTu3Ep_cQp_eCSvmo9y4GWUU8j26WQN7pvm-MgH-L9aH-wEdU-qsyqgSslgaPdPigDJz29XNbVmBX5uw3fMpyrJi_I8myhEAoQ9IwpPblDvyHJHgaMAHFX5NZ77PWfyrxCUWkCnlsLZwUUnQ3YEjujmNm77mDqQQ/v1/chat/completions' \
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-H 'Authorization: apikey 4fe6d150-7951-58f5-b813-2e4bd7e74734' \
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-H 'Content-Type: application/json' \
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-d '{
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"model":"DeepSeek-V4-Flash-f5unr",
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"messages":[
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{
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"role":"user",
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"content":"چرا آسمان آبی است؟"
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}
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],
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"max_tokens":1000,
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"temperature":0.8
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}'
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@@ -1,11 +1,8 @@
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{
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"folders": [
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{
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"path": "."
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},
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{
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"path": "../dmenu-admin"
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}
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],
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"settings": {}
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"folders": [
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{
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"path": ".",
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},
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],
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"settings": {},
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}
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@@ -0,0 +1,59 @@
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import { Migration } from '@mikro-orm/migrations';
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export class Migration20260723090000_addAiChats extends Migration {
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override async up(): Promise<void> {
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this.addSql(`
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create table "ai_chats" (
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"id" char(26) not null,
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"created_at" timestamptz not null default now(),
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"updated_at" timestamptz not null default now(),
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"deleted_at" timestamptz null,
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"restaurant_id" char(26) not null,
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"user_id" char(26) null,
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"question" text not null,
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"consumed_tokens" int not null,
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"cost" numeric(10,0) not null,
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constraint "ai_chats_pkey" primary key ("id")
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);
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`);
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this.addSql(`create index "ai_chats_created_at_index" on "ai_chats" ("created_at");`);
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this.addSql(`create index "ai_chats_deleted_at_index" on "ai_chats" ("deleted_at");`);
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this.addSql(`create index "ai_chats_restaurant_id_index" on "ai_chats" ("restaurant_id");`);
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this.addSql(`
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alter table "ai_chats"
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add constraint "ai_chats_restaurant_id_foreign"
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foreign key ("restaurant_id") references "restaurants" ("id") on update cascade;
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`);
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this.addSql(`
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alter table "ai_chats"
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add constraint "ai_chats_user_id_foreign"
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foreign key ("user_id") references "users" ("id") on update cascade on delete set null;
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`);
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this.addSql(`
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alter table "restaurant_credit_transactions"
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drop constraint if exists "restaurant_credit_transactions_reason_check";
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`);
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this.addSql(`
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alter table "restaurant_credit_transactions"
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add constraint "restaurant_credit_transactions_reason_check"
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check ("reason" in ('sms_send', 'deposit', 'adjustment', 'ai_chat'));
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`);
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}
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override async down(): Promise<void> {
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this.addSql(`
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alter table "restaurant_credit_transactions"
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drop constraint if exists "restaurant_credit_transactions_reason_check";
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`);
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this.addSql(`
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alter table "restaurant_credit_transactions"
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add constraint "restaurant_credit_transactions_reason_check"
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check ("reason" in ('sms_send', 'deposit', 'adjustment'));
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`);
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this.addSql(`alter table "ai_chats" drop constraint if exists "ai_chats_user_id_foreign";`);
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this.addSql(`alter table "ai_chats" drop constraint if exists "ai_chats_restaurant_id_foreign";`);
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this.addSql(`drop table if exists "ai_chats" cascade;`);
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}
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}
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@@ -25,6 +25,7 @@ import { ContactModule } from './modules/contact/contact.module';
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import { InventoryModule } from './modules/inventory/inventory.module';
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import { IconsModule } from './modules/icons/icons.module';
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import { SliderModule } from './modules/slider/slider.module';
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import { AiModule } from './modules/ai/ai.module';
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import { CacheModule } from '@nestjs/cache-manager';
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import { cacheConfig } from './config/cache.config';
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@@ -61,6 +62,7 @@ import { cacheConfig } from './config/cache.config';
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InventoryModule,
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IconsModule,
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SliderModule,
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AiModule,
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],
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controllers: [],
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providers: [],
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@@ -600,6 +600,8 @@ export const enum SettingMessageEnum {
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export const enum AiMessage {
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NO_RESPONSE_FROM_AI_MODEL = 'خطا در دریافت پاسخ از مدل AI',
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LLM_SERVICE_ERROR = 'سرویس هوش مصنوعی موقتاً در دسترس نیست',
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INSUFFICIENT_CREDIT = 'اعتبار کیف پول رستوران برای استفاده از هوش مصنوعی کافی نیست',
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MESSAGE_NOT_FOUND_OR_ACCESS_DENIED = 'ایمیل یافت نشد یا دسترسی آن را ندارید',
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EMAIL_CONTENT_IS_EMPTY_OR_COULD_NOT_BE_EXTRACTED = 'محتوای ایمیل خالی است یا قابل استخراج نیست',
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DESCRIPTION_IS_REQUIRED = 'شرح و هدف قالب الزامی است',
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@@ -0,0 +1,16 @@
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import { Module } from '@nestjs/common';
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import { MikroOrmModule } from '@mikro-orm/nestjs';
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import { JwtModule } from '@nestjs/jwt';
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import { AiController } from './controllers/ai.controller';
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import { AiService } from './providers/ai.service';
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import { AiChatRepository } from './repositories/ai-chat.repository';
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import { AiChat } from './entities/ai-chat.entity';
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import { RestaurantsModule } from '../restaurants/restaurants.module';
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@Module({
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imports: [MikroOrmModule.forFeature([AiChat]), JwtModule, RestaurantsModule],
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controllers: [AiController],
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providers: [AiService, AiChatRepository],
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exports: [AiChatRepository],
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})
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export class AiModule {}
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@@ -0,0 +1,64 @@
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import { Body, Controller, Post, UseGuards } from '@nestjs/common';
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import { ApiBearerAuth, ApiBody, ApiHeader, ApiOperation, ApiTags } from '@nestjs/swagger';
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import { AiService } from '../providers/ai.service';
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import { ChatDto } from '../dto/chat.dto';
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import { GenerateFoodDescriptionDto } from '../dto/generate-food-description.dto';
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import { GenerateFoodContentDto } from '../dto/generate-food-content.dto';
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import { OptionalAuthGuard } from '../../auth/guards/optinalAuth.guard';
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import { AdminAuthGuard } from '../../auth/guards/adminAuth.guard';
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import { RestId } from 'src/common/decorators/rest-id.decorator';
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import { UserId } from 'src/common/decorators/user-id.decorator';
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import { RestSlug } from 'src/common/decorators/rest-slug.decorator';
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import { Permissions } from 'src/common/decorators/permissions.decorator';
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import { Permission } from 'src/common/enums/permission.enum';
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import { API_HEADER_SLUG } from 'src/common/constants';
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@ApiTags('ai')
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@Controller()
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export class AiController {
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constructor(private readonly aiService: AiService) {}
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@UseGuards(OptionalAuthGuard)
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@Post('public/ai/chat')
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@ApiOperation({ summary: 'Ask the restaurant AI assistant about the menu' })
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@ApiHeader(API_HEADER_SLUG)
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@ApiHeader({
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name: 'Authorization',
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required: false,
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description: 'Bearer token (optional authentication)',
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})
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@ApiBearerAuth()
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@ApiBody({ type: ChatDto })
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async chat(
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@Body() dto: ChatDto,
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@RestSlug() slug: string,
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@RestId() restId?: string,
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@UserId() userId?: string,
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) {
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return this.aiService.chat(dto, {
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restId: restId || undefined,
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userId: userId || undefined,
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slug,
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});
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}
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@UseGuards(AdminAuthGuard)
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@Permissions(Permission.MANAGE_FOODS)
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@Post('admin/ai/food-description')
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@ApiBearerAuth()
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@ApiOperation({ summary: 'Generate a two-line food description from a food name' })
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@ApiBody({ type: GenerateFoodDescriptionDto })
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async generateFoodDescription(@Body() dto: GenerateFoodDescriptionDto, @RestId() restId: string) {
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return this.aiService.generateFoodDescription(dto, restId);
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}
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@UseGuards(AdminAuthGuard)
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@Permissions(Permission.MANAGE_FOODS)
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@Post('admin/ai/food-content')
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@ApiBearerAuth()
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@ApiOperation({ summary: 'Generate food ingredients/contents from a food name' })
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@ApiBody({ type: GenerateFoodContentDto })
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async generateFoodContent(@Body() dto: GenerateFoodContentDto, @RestId() restId: string) {
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return this.aiService.generateFoodContent(dto, restId);
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}
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}
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@@ -0,0 +1,13 @@
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import { IsNotEmpty, IsString, MaxLength } from 'class-validator';
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import { ApiProperty } from '@nestjs/swagger';
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export class ChatDto {
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@IsNotEmpty()
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@IsString()
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@MaxLength(2000)
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@ApiProperty({
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example: 'کدام غذا برای گیاهخواران مناسب است؟',
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description: 'User question for the restaurant AI assistant',
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})
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question!: string;
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}
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@@ -0,0 +1,13 @@
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import { IsNotEmpty, IsString, MaxLength } from 'class-validator';
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import { ApiProperty } from '@nestjs/swagger';
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export class GenerateFoodContentDto {
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@IsNotEmpty()
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@IsString()
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@MaxLength(200)
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@ApiProperty({
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example: 'چلو کباب کوبیده',
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description: 'Food name to generate ingredients/contents for',
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})
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foodName!: string;
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}
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@@ -0,0 +1,13 @@
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import { IsNotEmpty, IsString, MaxLength } from 'class-validator';
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import { ApiProperty } from '@nestjs/swagger';
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export class GenerateFoodDescriptionDto {
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@IsNotEmpty()
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@IsString()
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@MaxLength(200)
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@ApiProperty({
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example: 'چلو کباب کوبیده',
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description: 'Food name to generate a short description for',
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})
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foodName!: string;
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}
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@@ -0,0 +1,23 @@
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import { Entity, Index, ManyToOne, Property } from '@mikro-orm/core';
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import { BaseEntity } from '../../../common/entities/base.entity';
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import { Restaurant } from '../../restaurants/entities/restaurant.entity';
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import { User } from '../../users/entities/user.entity';
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@Entity({ tableName: 'ai_chats' })
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@Index({ properties: ['restaurant'] })
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export class AiChat extends BaseEntity {
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@ManyToOne(() => Restaurant)
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restaurant!: Restaurant;
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@ManyToOne(() => User, { nullable: true })
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user?: User | null;
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@Property({ type: 'text' })
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question!: string;
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@Property({ type: 'int' })
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consumedTokens!: number;
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@Property({ type: 'decimal', precision: 10, scale: 0 })
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cost!: number;
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}
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@@ -0,0 +1,27 @@
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export interface AiChatCompletionUsage {
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prompt_tokens: number;
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completion_tokens: number;
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total_tokens: number;
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}
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export interface AiChatCompletionChoice {
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finish_reason?: string | null;
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message?: {
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role?: string;
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content?: string | null;
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reasoning_content?: string | null;
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};
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}
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export interface AiChatCompletionResponse {
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choices?: AiChatCompletionChoice[];
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usage?: AiChatCompletionUsage;
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}
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export interface AiChatResult {
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answer: string;
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consumedTokens: number;
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cost: number;
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promptTokens: number;
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completionTokens: number;
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}
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@@ -0,0 +1,274 @@
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import {
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BadRequestException,
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Injectable,
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Logger,
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NotFoundException,
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ServiceUnavailableException,
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} from '@nestjs/common';
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import { HttpService } from '@nestjs/axios';
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import { ConfigService } from '@nestjs/config';
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import { EntityManager } from '@mikro-orm/postgresql';
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import { AxiosError } from 'axios';
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import { catchError, firstValueFrom, throwError } from 'rxjs';
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import { ChatDto } from '../dto/chat.dto';
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import { GenerateFoodDescriptionDto } from '../dto/generate-food-description.dto';
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import { GenerateFoodContentDto } from '../dto/generate-food-content.dto';
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import { AiChat } from '../entities/ai-chat.entity';
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import { AiChatCompletionResponse, AiChatResult } from '../interface/ai-chat.interface';
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import { Restaurant } from '../../restaurants/entities/restaurant.entity';
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import { User } from '../../users/entities/user.entity';
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import { Food } from '../../foods/entities/food.entity';
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import { RestaurantWalletService } from '../../restaurants/providers/restaurant-wallet.service';
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import {
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RestaurantCreditTransactionReason,
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RestaurantCreditTransactionType,
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} from '../../restaurants/interface/restaurant-credit-transaction.interface';
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import { AiMessage, RestMessage } from 'src/common/enums/message.enum';
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@Injectable()
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export class AiService {
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private readonly logger = new Logger(AiService.name);
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constructor(
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private readonly em: EntityManager,
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private readonly httpService: HttpService,
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private readonly configService: ConfigService,
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private readonly restaurantWalletService: RestaurantWalletService,
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) { }
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async chat(dto: ChatDto, params: { restId?: string; userId?: string; slug?: string }): Promise<AiChatResult> {
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const restaurant = await this.resolveRestaurant(params.restId, params.slug);
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const user = params.userId ? await this.em.findOne(User, { id: params.userId }) : null;
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await this.ensureHasCredit(restaurant.id);
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const foods = await this.em.find(
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Food,
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{ restaurant: restaurant.id, isActive: true },
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{ fields: ['title', 'desc', 'content'], orderBy: { order: 'asc' } },
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);
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const menuContext = this.buildMenuContext(foods);
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const aiResponse = await this.callAiApi({
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systemPrompt: [
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'تو دستیار هوشمند منوی رستوران هستی.',
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'فقط بر اساس منوی زیر به سوالات کاربر پاسخ بده.',
|
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'اگر اطلاعات کافی در منو نیست، صادقانه بگو.',
|
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'خیلی کوتاه جواب بده',
|
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'',
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'منوی رستوران:',
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menuContext,
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].join('\n'),
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userPrompt: dto.question,
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});
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return this.persistAiUsage({
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restaurant,
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user,
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question: dto.question,
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aiResponse,
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||||
});
|
||||
}
|
||||
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async generateFoodDescription(dto: GenerateFoodDescriptionDto, restId: string): Promise<AiChatResult> {
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const restaurant = await this.resolveRestaurant(restId);
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await this.ensureHasCredit(restaurant.id);
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const aiResponse = await this.callAiApi({
|
||||
systemPrompt: [
|
||||
'تو نویسنده منوی رستوران هستی.',
|
||||
'برای نام غذای دادهشده، دقیقاً یک توضیح کوتاه دو خطی به فارسی بنویس.',
|
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'فقط همان دو خط را برگردان؛ بدون عنوان، بدون بولت و بدون توضیح اضافه.',
|
||||
'لحن باید جذاب، مختصر و مناسب منوی دیجیتال باشد.',
|
||||
].join('\n'),
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userPrompt: `نام غذا: ${dto.foodName}`,
|
||||
maxTokens: 150,
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||||
temperature: 0.7,
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||||
});
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||||
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return this.persistAiUsage({
|
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restaurant,
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||||
question: `تولید توضیح برای غذا: ${dto.foodName}`,
|
||||
aiResponse,
|
||||
});
|
||||
}
|
||||
|
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async generateFoodContent(dto: GenerateFoodContentDto, restId: string): Promise<AiChatResult> {
|
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const restaurant = await this.resolveRestaurant(restId);
|
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await this.ensureHasCredit(restaurant.id);
|
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|
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const aiResponse = await this.callAiApi({
|
||||
systemPrompt: [
|
||||
'تو نویسنده منوی رستوران هستی.',
|
||||
'برای نام غذای دادهشده، محتویات و مواد تشکیلدهنده را به فارسی بنویس.',
|
||||
'فقط لیست مواد را با ویرگول فارسی (،) جدا کن؛ بدون عنوان، بدون بولت و بدون توضیح اضافه.',
|
||||
'مواد باید رایج، مختصر و مناسب منوی دیجیتال باشد.',
|
||||
].join('\n'),
|
||||
userPrompt: `نام غذا: ${dto.foodName}`,
|
||||
maxTokens: 150,
|
||||
temperature: 0.7,
|
||||
});
|
||||
|
||||
return this.persistAiUsage({
|
||||
restaurant,
|
||||
question: `تولید محتویات برای غذا: ${dto.foodName}`,
|
||||
aiResponse,
|
||||
});
|
||||
}
|
||||
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||||
private async ensureHasCredit(restaurantId: string): Promise<void> {
|
||||
const balance = await this.restaurantWalletService.getCurrentBalance(restaurantId);
|
||||
if (balance <= 0) {
|
||||
throw new BadRequestException(AiMessage.INSUFFICIENT_CREDIT);
|
||||
}
|
||||
}
|
||||
|
||||
private async persistAiUsage(params: {
|
||||
restaurant: Restaurant;
|
||||
user?: User | null;
|
||||
question: string;
|
||||
aiResponse: AiChatCompletionResponse;
|
||||
}): Promise<AiChatResult> {
|
||||
const { restaurant, user = null, question, aiResponse } = params;
|
||||
|
||||
const promptTokens = Number(aiResponse.usage?.prompt_tokens ?? 0);
|
||||
const completionTokens = Number(aiResponse.usage?.completion_tokens ?? 0);
|
||||
const consumedTokens = Number(aiResponse.usage?.total_tokens ?? promptTokens + completionTokens);
|
||||
const choice = aiResponse.choices?.[0];
|
||||
const answer = choice?.message?.content?.trim();
|
||||
|
||||
if (!answer) {
|
||||
this.logger.error(
|
||||
`Empty AI content. finish_reason=${choice?.finish_reason ?? 'unknown'} ` +
|
||||
`reasoning_tokens=${choice?.message?.reasoning_content?.length ?? 0} ` +
|
||||
`usage=${JSON.stringify(aiResponse.usage ?? null)}`,
|
||||
);
|
||||
throw new ServiceUnavailableException(AiMessage.NO_RESPONSE_FROM_AI_MODEL);
|
||||
}
|
||||
|
||||
// Prices in .env are per 1,000,000 tokens
|
||||
const promptTokenPricePerMillion = Number(this.configService.getOrThrow<string>('AI_PROMPT_TOKEN_PRICE_PER_MILLION'));
|
||||
const completionTokenPricePerMillion = Number(
|
||||
this.configService.getOrThrow<string>('AI_COMPLETION_TOKEN_PRICE_PER_MILLION'),
|
||||
);
|
||||
const cost = Math.ceil(
|
||||
(promptTokens * promptTokenPricePerMillion + completionTokens * completionTokenPricePerMillion) /
|
||||
1_000_000,
|
||||
);
|
||||
|
||||
await this.em.transactional(async (em) => {
|
||||
const aiChat = em.create(AiChat, {
|
||||
restaurant,
|
||||
user,
|
||||
question,
|
||||
consumedTokens,
|
||||
cost,
|
||||
});
|
||||
await em.persistAndFlush(aiChat);
|
||||
|
||||
if (cost > 0) {
|
||||
await this.restaurantWalletService.createTransaction({
|
||||
restaurant,
|
||||
amount: cost,
|
||||
type: RestaurantCreditTransactionType.DEBIT,
|
||||
reason: RestaurantCreditTransactionReason.AI_CHAT,
|
||||
insufficientBalanceMessage: AiMessage.INSUFFICIENT_CREDIT,
|
||||
em,
|
||||
});
|
||||
}
|
||||
});
|
||||
|
||||
return {
|
||||
answer,
|
||||
consumedTokens,
|
||||
cost,
|
||||
promptTokens,
|
||||
completionTokens,
|
||||
};
|
||||
}
|
||||
|
||||
private async resolveRestaurant(restId?: string, slug?: string): Promise<Restaurant> {
|
||||
if (!restId && !slug) {
|
||||
throw new BadRequestException('شناسه یا اسلاگ رستوران الزامی است');
|
||||
}
|
||||
|
||||
const restaurant = await this.em.findOne(Restaurant, {
|
||||
...(restId ? { id: restId } : {}),
|
||||
...(slug ? { slug } : {}),
|
||||
});
|
||||
|
||||
if (!restaurant) {
|
||||
throw new NotFoundException(RestMessage.NOT_FOUND);
|
||||
}
|
||||
|
||||
return restaurant;
|
||||
}
|
||||
|
||||
private buildMenuContext(foods: Array<Pick<Food, 'title' | 'desc' | 'content'>>): string {
|
||||
if (!foods.length) {
|
||||
return 'منوی رستوران در حال حاضر خالی است.';
|
||||
}
|
||||
|
||||
return foods
|
||||
.map((food, index) => {
|
||||
const contents = food.content?.length ? food.content.join('، ') : 'نامشخص';
|
||||
return [
|
||||
`${index + 1}. نام: ${food.title ?? 'بدون نام'}`,
|
||||
`توضیحات: ${food.desc ?? 'ندارد'}`,
|
||||
`محتویات: ${contents}`,
|
||||
].join('\n');
|
||||
})
|
||||
.join('\n\n');
|
||||
}
|
||||
|
||||
private async callAiApi(params: {
|
||||
systemPrompt: string;
|
||||
userPrompt: string;
|
||||
maxTokens?: number;
|
||||
temperature?: number;
|
||||
}): Promise<AiChatCompletionResponse> {
|
||||
const apiUrl = this.configService.getOrThrow<string>('AI_API_URL');
|
||||
const apiKey = this.configService.getOrThrow<string>('AI_API_KEY');
|
||||
const model = this.configService.getOrThrow<string>('AI_MODEL');
|
||||
const maxTokens = params.maxTokens ?? Number(this.configService.get('AI_MAX_TOKENS') ?? 1000);
|
||||
const temperature = params.temperature ?? Number(this.configService.get('AI_TEMPERATURE') ?? 0.8);
|
||||
|
||||
try {
|
||||
const { data } = await firstValueFrom(
|
||||
this.httpService
|
||||
.post<AiChatCompletionResponse>(
|
||||
apiUrl,
|
||||
{
|
||||
model,
|
||||
messages: [
|
||||
{ role: 'system', content: params.systemPrompt },
|
||||
{ role: 'user', content: params.userPrompt },
|
||||
],
|
||||
max_tokens: maxTokens,
|
||||
temperature,
|
||||
// DeepSeek V4 thinking is on by default; CoT can exhaust max_tokens and leave content empty.
|
||||
thinking: { type: 'disabled' },
|
||||
},
|
||||
{
|
||||
headers: {
|
||||
Authorization: `apikey ${apiKey}`,
|
||||
'Content-Type': 'application/json',
|
||||
},
|
||||
timeout: 60000,
|
||||
},
|
||||
)
|
||||
.pipe(
|
||||
catchError((err: AxiosError) => {
|
||||
this.logger.error(`AI API request failed: ${err.message}`, err.stack);
|
||||
return throwError(() => err);
|
||||
}),
|
||||
),
|
||||
);
|
||||
|
||||
return data;
|
||||
} catch (error: unknown) {
|
||||
this.logger.error(`AI API error: ${error instanceof Error ? error.message : 'Unknown error'}`);
|
||||
throw new ServiceUnavailableException(AiMessage.LLM_SERVICE_ERROR);
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,10 @@
|
||||
import { Injectable } from '@nestjs/common';
|
||||
import { EntityManager, EntityRepository } from '@mikro-orm/postgresql';
|
||||
import { AiChat } from '../entities/ai-chat.entity';
|
||||
|
||||
@Injectable()
|
||||
export class AiChatRepository extends EntityRepository<AiChat> {
|
||||
constructor(readonly em: EntityManager) {
|
||||
super(em, AiChat);
|
||||
}
|
||||
}
|
||||
@@ -7,4 +7,5 @@ export enum RestaurantCreditTransactionReason {
|
||||
SMS_SEND = 'sms_send',
|
||||
DEPOSIT = 'deposit',
|
||||
ADJUSTMENT = 'adjustment',
|
||||
AI_CHAT = 'ai_chat',
|
||||
}
|
||||
|
||||
Reference in New Issue
Block a user