michangarrito/orchestration/_archive/analisis/backup-integracion-2026-01-10/INTEGRACIONES-EXTERNAS.md

# MiChangarrito - Integraciones Externas

## Indice de Integraciones

| Integracion | Categoria | Prioridad | Complejidad |
|-------------|-----------|-----------|-------------|
| Stripe | Pagos/Suscripciones | P0 | Media |
| WhatsApp Business API | Mensajeria | P0 | Alta |
| OpenRouter/LLM | Inteligencia Artificial | P0 | Media |
| Mercado Pago Point | Terminal Pago | P1 | Media |
| Firebase FCM | Push Notifications | P1 | Baja |
| Clip | Terminal Pago | P2 | Media |
| CoDi (Banxico) | Pagos QR | P2 | Alta |
| Google Vision | OCR | P2 | Baja |
| OpenAI Whisper | Transcripcion | P2 | Baja |

---

## 1. Stripe

### 1.1 Proposito
- Suscripciones mensuales (Plan Changarrito, Plan Tiendita)
- Pagos con tarjeta
- Referencias de pago OXXO
- Gestion de clientes y facturacion

### 1.2 Documentacion
- Dashboard: https://dashboard.stripe.com/
- API Docs: https://docs.stripe.com/api
- Subscriptions: https://docs.stripe.com/billing/subscriptions
- OXXO: https://docs.stripe.com/payments/oxxo

### 1.3 SDK

```bash
npm install stripe
```

### 1.4 Configuracion

```typescript
// config/stripe.config.ts
import Stripe from 'stripe';

export const stripe = new Stripe(process.env.STRIPE_SECRET_KEY, {
  apiVersion: '2024-12-18.acacia',
});

export const STRIPE_CONFIG = {
  prices: {
    changarrito_monthly: process.env.STRIPE_PRICE_CHANGARRITO,
    tiendita_monthly: process.env.STRIPE_PRICE_TIENDITA,
    tokens_1000: process.env.STRIPE_PRICE_TOKENS_1000,
    tokens_3000: process.env.STRIPE_PRICE_TOKENS_3000,
    tokens_8000: process.env.STRIPE_PRICE_TOKENS_8000,
    tokens_20000: process.env.STRIPE_PRICE_TOKENS_20000,
  },
  webhookSecret: process.env.STRIPE_WEBHOOK_SECRET,
};
```

### 1.5 Flujos Principales

#### Crear Suscripcion

```typescript
async function createSubscription(
  customerId: string,
  priceId: string,
): Promise<Stripe.Subscription> {
  return stripe.subscriptions.create({
    customer: customerId,
    items: [{ price: priceId }],
    payment_behavior: 'default_incomplete',
    payment_settings: {
      save_default_payment_method: 'on_subscription',
    },
    expand: ['latest_invoice.payment_intent'],
  });
}
```

#### Crear Pago OXXO

```typescript
async function createOxxoPayment(
  amount: number, // en centavos
  customerEmail: string,
  customerName: string,
): Promise<Stripe.PaymentIntent> {
  return stripe.paymentIntents.create({
    amount,
    currency: 'mxn',
    payment_method_types: ['oxxo'],
    payment_method_data: {
      type: 'oxxo',
      billing_details: {
        email: customerEmail,
        name: customerName,
      },
    },
  });
}
```

#### Webhook Handler

```typescript
// webhooks/stripe.webhook.ts
@Post('webhook/stripe')
async handleStripeWebhook(
  @Req() req: RawBodyRequest<Request>,
  @Headers('stripe-signature') signature: string,
) {
  const event = stripe.webhooks.constructEvent(
    req.rawBody,
    signature,
    STRIPE_CONFIG.webhookSecret,
  );

  switch (event.type) {
    case 'customer.subscription.created':
    case 'customer.subscription.updated':
      await this.handleSubscriptionUpdate(event.data.object);
      break;

    case 'customer.subscription.deleted':
      await this.handleSubscriptionCancelled(event.data.object);
      break;

    case 'invoice.paid':
      await this.handleInvoicePaid(event.data.object);
      break;

    case 'invoice.payment_failed':
      await this.handlePaymentFailed(event.data.object);
      break;

    case 'payment_intent.succeeded':
      await this.handlePaymentSucceeded(event.data.object);
      break;
  }

  return { received: true };
}
```

### 1.6 Webhooks a Configurar

| Evento | Accion |
|--------|--------|
| customer.subscription.created | Activar suscripcion, asignar tokens |
| customer.subscription.updated | Actualizar plan |
| customer.subscription.deleted | Cancelar acceso |
| invoice.paid | Renovar periodo, resetear tokens |
| invoice.payment_failed | Notificar, marcar past_due |
| payment_intent.succeeded | Confirmar pago OXXO/tokens |

### 1.7 Comisiones

| Metodo | Comision |
|--------|----------|
| Tarjeta nacional | 3.6% + $3 MXN + IVA |
| OXXO | 3.6% + $3 MXN + IVA |
| Tarjeta internacional | +0.5% |

---

## 2. WhatsApp Business API

### 2.1 Proposito
- Canal principal de comunicacion con duenos
- Gestion del negocio via chat con LLM
- Recepcion de pedidos de clientes
- Envio de notificaciones y recordatorios

### 2.2 Documentacion
- Meta for Developers: https://developers.facebook.com/
- Cloud API: https://developers.facebook.com/docs/whatsapp/cloud-api
- Webhooks: https://developers.facebook.com/docs/whatsapp/cloud-api/webhooks

### 2.3 Configuracion Inicial

1. Crear app en Meta for Developers
2. Agregar producto "WhatsApp"
3. Configurar numero de telefono
4. Verificar negocio
5. Configurar webhooks

### 2.4 Endpoints Principales

```typescript
// config/whatsapp.config.ts
export const WHATSAPP_CONFIG = {
  apiVersion: 'v18.0',
  baseUrl: 'https://graph.facebook.com',
  phoneNumberId: process.env.WHATSAPP_PHONE_NUMBER_ID,
  accessToken: process.env.WHATSAPP_ACCESS_TOKEN,
  verifyToken: process.env.WHATSAPP_VERIFY_TOKEN,
};

export const getWhatsAppUrl = (endpoint: string) =>
  `${WHATSAPP_CONFIG.baseUrl}/${WHATSAPP_CONFIG.apiVersion}/${WHATSAPP_CONFIG.phoneNumberId}/${endpoint}`;
```

### 2.5 Enviar Mensaje

```typescript
// services/whatsapp.service.ts
import axios from 'axios';

export class WhatsAppService {
  private readonly headers = {
    Authorization: `Bearer ${WHATSAPP_CONFIG.accessToken}`,
    'Content-Type': 'application/json',
  };

  // Mensaje de texto
  async sendTextMessage(to: string, text: string): Promise<void> {
    await axios.post(
      getWhatsAppUrl('messages'),
      {
        messaging_product: 'whatsapp',
        recipient_type: 'individual',
        to,
        type: 'text',
        text: { body: text },
      },
      { headers: this.headers },
    );
  }

  // Mensaje con template (para iniciar conversacion)
  async sendTemplateMessage(
    to: string,
    templateName: string,
    components?: any[],
  ): Promise<void> {
    await axios.post(
      getWhatsAppUrl('messages'),
      {
        messaging_product: 'whatsapp',
        to,
        type: 'template',
        template: {
          name: templateName,
          language: { code: 'es_MX' },
          components,
        },
      },
      { headers: this.headers },
    );
  }

  // Mensaje con botones interactivos
  async sendButtonMessage(
    to: string,
    body: string,
    buttons: { id: string; title: string }[],
  ): Promise<void> {
    await axios.post(
      getWhatsAppUrl('messages'),
      {
        messaging_product: 'whatsapp',
        to,
        type: 'interactive',
        interactive: {
          type: 'button',
          body: { text: body },
          action: {
            buttons: buttons.map((b) => ({
              type: 'reply',
              reply: { id: b.id, title: b.title },
            })),
          },
        },
      },
      { headers: this.headers },
    );
  }

  // Enviar imagen
  async sendImageMessage(
    to: string,
    imageUrl: string,
    caption?: string,
  ): Promise<void> {
    await axios.post(
      getWhatsAppUrl('messages'),
      {
        messaging_product: 'whatsapp',
        to,
        type: 'image',
        image: { link: imageUrl, caption },
      },
      { headers: this.headers },
    );
  }
}
```

### 2.6 Webhook Handler

```typescript
// webhooks/whatsapp.webhook.ts
@Controller('webhook/whatsapp')
export class WhatsAppWebhookController {
  // Verificacion inicial (GET)
  @Get()
  verify(@Query() query: any): string {
    const mode = query['hub.mode'];
    const token = query['hub.verify_token'];
    const challenge = query['hub.challenge'];

    if (mode === 'subscribe' && token === WHATSAPP_CONFIG.verifyToken) {
      return challenge;
    }
    throw new ForbiddenException('Verification failed');
  }

  // Recibir mensajes (POST)
  @Post()
  async handleWebhook(@Body() body: any): Promise<{ status: string }> {
    const entry = body.entry?.[0];
    const changes = entry?.changes?.[0];
    const value = changes?.value;

    if (value?.messages) {
      for (const message of value.messages) {
        await this.processMessage(message, value.contacts?.[0]);
      }
    }

    if (value?.statuses) {
      for (const status of value.statuses) {
        await this.processStatus(status);
      }
    }

    return { status: 'ok' };
  }

  private async processMessage(message: any, contact: any): Promise<void> {
    const from = message.from;
    const messageType = message.type;
    const timestamp = message.timestamp;

    // Determinar si es dueno o cliente
    const tenant = await this.findTenantByPhone(from);
    const isOwner = !!tenant;

    // Procesar segun tipo
    switch (messageType) {
      case 'text':
        await this.handleTextMessage(from, message.text.body, isOwner, tenant);
        break;
      case 'image':
        await this.handleImageMessage(from, message.image, isOwner, tenant);
        break;
      case 'audio':
        await this.handleAudioMessage(from, message.audio, isOwner, tenant);
        break;
      case 'interactive':
        await this.handleInteractiveMessage(from, message.interactive, tenant);
        break;
    }
  }
}
```

### 2.7 Templates Requeridos

| Template | Proposito | Variables |
|----------|-----------|-----------|
| welcome | Bienvenida a nuevo negocio | {{1}} nombre |
| daily_summary | Resumen diario de ventas | {{1}} fecha, {{2}} total, {{3}} transacciones |
| low_stock_alert | Alerta de stock bajo | {{1}} productos |
| fiado_reminder | Recordatorio de fiado | {{1}} cliente, {{2}} monto, {{3}} dias |
| order_confirmation | Confirmacion de pedido | {{1}} numero, {{2}} total |
| payment_received | Confirmacion de pago | {{1}} monto |

### 2.8 Rate Limits

| Tier | Mensajes/dia |
|------|--------------|
| Inicial | 250 |
| Verificado | 1,000 |
| Escalado | 10,000+ |

---

## 3. OpenRouter / LLM Providers

### 3.1 Proposito
- Asistente IA para duenos (consultas, gestion)
- Atencion a clientes (pedidos, precios)
- Procesamiento de texto natural
- Soporte tecnico automatizado

### 3.2 Documentacion
- OpenRouter: https://openrouter.ai/docs
- OpenAI: https://platform.openai.com/docs
- Anthropic: https://docs.anthropic.com/

### 3.3 Configuracion Agnostica

```typescript
// config/llm.config.ts
export type LLMProvider = 'openrouter' | 'openai' | 'anthropic' | 'ollama';

export interface LLMConfig {
  provider: LLMProvider;
  apiKey: string;
  baseUrl: string;
  model: string;
  maxTokens: number;
  temperature: number;
}

export const getLLMConfig = (): LLMConfig => {
  const provider = process.env.LLM_PROVIDER as LLMProvider;

  const configs: Record<LLMProvider, Partial<LLMConfig>> = {
    openrouter: {
      baseUrl: 'https://openrouter.ai/api/v1',
      model: 'anthropic/claude-3-haiku',
    },
    openai: {
      baseUrl: 'https://api.openai.com/v1',
      model: 'gpt-4o-mini',
    },
    anthropic: {
      baseUrl: 'https://api.anthropic.com/v1',
      model: 'claude-3-haiku-20240307',
    },
    ollama: {
      baseUrl: 'http://localhost:11434/api',
      model: 'llama3',
    },
  };

  return {
    provider,
    apiKey: process.env.LLM_API_KEY,
    baseUrl: process.env.LLM_BASE_URL || configs[provider].baseUrl,
    model: process.env.LLM_MODEL || configs[provider].model,
    maxTokens: parseInt(process.env.LLM_MAX_TOKENS || '4096'),
    temperature: parseFloat(process.env.LLM_TEMPERATURE || '0.7'),
  };
};
```

### 3.4 LLM Service

```typescript
// services/llm.service.ts
import OpenAI from 'openai';

export class LLMService {
  private client: OpenAI;
  private config: LLMConfig;

  constructor() {
    this.config = getLLMConfig();
    this.client = new OpenAI({
      apiKey: this.config.apiKey,
      baseURL: this.config.baseUrl,
    });
  }

  async chat(
    messages: { role: 'system' | 'user' | 'assistant'; content: string }[],
    tools?: any[],
  ): Promise<{ content: string; toolCalls?: any[]; usage: any }> {
    const response = await this.client.chat.completions.create({
      model: this.config.model,
      messages,
      tools,
      max_tokens: this.config.maxTokens,
      temperature: this.config.temperature,
    });

    const choice = response.choices[0];

    return {
      content: choice.message.content || '',
      toolCalls: choice.message.tool_calls,
      usage: response.usage,
    };
  }

  async chatWithTools(
    userMessage: string,
    systemPrompt: string,
    tools: Tool[],
    context: any,
  ): Promise<string> {
    const messages = [
      { role: 'system' as const, content: systemPrompt },
      { role: 'user' as const, content: userMessage },
    ];

    const toolDefinitions = tools.map((t) => ({
      type: 'function' as const,
      function: {
        name: t.name,
        description: t.description,
        parameters: t.parameters,
      },
    }));

    let response = await this.chat(messages, toolDefinitions);

    // Procesar tool calls
    while (response.toolCalls && response.toolCalls.length > 0) {
      for (const toolCall of response.toolCalls) {
        const tool = tools.find((t) => t.name === toolCall.function.name);
        if (tool) {
          const args = JSON.parse(toolCall.function.arguments);
          const result = await tool.execute(args, context);

          messages.push({
            role: 'assistant',
            content: null,
            tool_calls: [toolCall],
          } as any);

          messages.push({
            role: 'tool' as any,
            content: JSON.stringify(result),
            tool_call_id: toolCall.id,
          } as any);
        }
      }

      response = await this.chat(messages, toolDefinitions);
    }

    return response.content;
  }
}
```

### 3.5 System Prompts

```typescript
// prompts/owner.prompt.ts
export const OWNER_SYSTEM_PROMPT = `
Eres el asistente virtual de MiChangarrito, ayudando al dueno de un negocio.

CAPACIDADES:
- Consultar ventas del dia, semana o mes
- Consultar ganancias y utilidades
- Ver inventario y stock
- Alertar sobre productos por agotarse
- Registrar ventas por chat
- Agregar o modificar productos
- Generar reportes
- Recordar fiados pendientes

PERSONALIDAD:
- Amigable y servicial
- Respuestas cortas y directas
- Usa lenguaje coloquial mexicano
- Ofrece sugerencias proactivas

CONTEXTO DEL NEGOCIO:
- Nombre: {{business_name}}
- Giro: {{business_type}}
- Plan: {{plan_name}}

Responde siempre en espanol mexicano.
`;

// prompts/customer.prompt.ts
export const CUSTOMER_SYSTEM_PROMPT = `
Eres el asistente de {{business_name}}, atendiendo a un cliente.

CAPACIDADES:
- Informar sobre productos disponibles
- Dar precios
- Tomar pedidos
- Informar horarios
- Informar sobre estado de pedidos

RESTRICCIONES:
- NO puedes dar descuentos sin autorizacion
- NO tienes acceso a informacion financiera
- Redirige consultas complejas al dueno

Responde amablemente y de forma concisa.
`;
```

### 3.6 Costos por Modelo

| Modelo | Input/1M tokens | Output/1M tokens |
|--------|-----------------|------------------|
| GPT-4o-mini | $0.15 | $0.60 |
| Claude 3 Haiku | $0.25 | $1.25 |
| Claude 3.5 Sonnet | $3.00 | $15.00 |
| Llama 3 8B (OpenRouter) | $0.07 | $0.07 |

---

## 4. Mercado Pago Point

### 4.1 Proposito
- Cobros con tarjeta via terminal fisica
- Meses sin intereses

### 4.2 Documentacion
- https://www.mercadopago.com.mx/developers/es/docs/mp-point/overview

### 4.3 SDK

```bash
npm install mercadopago
```

### 4.4 Integracion

```typescript
// services/mercadopago.service.ts
import { MercadoPagoConfig, Payment, PaymentMethod } from 'mercadopago';

export class MercadoPagoService {
  private client: MercadoPagoConfig;

  constructor() {
    this.client = new MercadoPagoConfig({
      accessToken: process.env.MERCADOPAGO_ACCESS_TOKEN,
    });
  }

  // Crear payment intent para terminal
  async createPointPayment(
    amount: number,
    description: string,
    externalReference: string,
  ): Promise<any> {
    const response = await fetch(
      `https://api.mercadopago.com/point/integration-api/devices/${process.env.MERCADOPAGO_DEVICE_ID}/payment-intents`,
      {
        method: 'POST',
        headers: {
          Authorization: `Bearer ${process.env.MERCADOPAGO_ACCESS_TOKEN}`,
          'Content-Type': 'application/json',
        },
        body: JSON.stringify({
          amount,
          description,
          external_reference: externalReference,
          print_on_terminal: true,
        }),
      },
    );

    return response.json();
  }

  // Consultar estado de pago
  async getPaymentIntent(paymentIntentId: string): Promise<any> {
    const response = await fetch(
      `https://api.mercadopago.com/point/integration-api/payment-intents/${paymentIntentId}`,
      {
        headers: {
          Authorization: `Bearer ${process.env.MERCADOPAGO_ACCESS_TOKEN}`,
        },
      },
    );

    return response.json();
  }

  // Cancelar payment intent
  async cancelPaymentIntent(paymentIntentId: string): Promise<void> {
    await fetch(
      `https://api.mercadopago.com/point/integration-api/payment-intents/${paymentIntentId}`,
      {
        method: 'DELETE',
        headers: {
          Authorization: `Bearer ${process.env.MERCADOPAGO_ACCESS_TOKEN}`,
        },
      },
    );
  }
}
```

### 4.5 Webhooks

```typescript
@Post('webhook/mercadopago')
async handleMercadoPagoWebhook(@Body() body: any) {
  const { type, data } = body;

  if (type === 'point_integration_wh') {
    const paymentIntent = await this.mpService.getPaymentIntent(data.id);

    if (paymentIntent.state === 'FINISHED') {
      await this.salesService.confirmPayment(
        paymentIntent.external_reference,
        'card_mercadopago',
        paymentIntent.id,
      );
    }
  }

  return { received: true };
}
```

---

## 5. Firebase Cloud Messaging

### 5.1 Proposito
- Push notifications a app movil
- Alertas en tiempo real

### 5.2 Documentacion
- https://firebase.google.com/docs/cloud-messaging

### 5.3 SDK

```bash
npm install firebase-admin
```

### 5.4 Configuracion

```typescript
// config/firebase.config.ts
import * as admin from 'firebase-admin';

const serviceAccount = JSON.parse(
  process.env.FIREBASE_SERVICE_ACCOUNT_JSON ||
    fs.readFileSync(process.env.FIREBASE_SERVICE_ACCOUNT_PATH, 'utf8'),
);

admin.initializeApp({
  credential: admin.credential.cert(serviceAccount),
});

export const messaging = admin.messaging();
```

### 5.5 Enviar Notificacion

```typescript
// services/push.service.ts
export class PushNotificationService {
  async sendToDevice(
    deviceToken: string,
    title: string,
    body: string,
    data?: Record<string, string>,
  ): Promise<void> {
    await messaging.send({
      token: deviceToken,
      notification: { title, body },
      data,
      android: {
        priority: 'high',
        notification: {
          sound: 'default',
          clickAction: 'FLUTTER_NOTIFICATION_CLICK',
        },
      },
      apns: {
        payload: {
          aps: {
            sound: 'default',
            badge: 1,
          },
        },
      },
    });
  }

  async sendToTopic(
    topic: string,
    title: string,
    body: string,
    data?: Record<string, string>,
  ): Promise<void> {
    await messaging.send({
      topic,
      notification: { title, body },
      data,
    });
  }
}
```

---

## 6. Clip

### 6.1 Proposito
- Cobros con tarjeta via terminal Clip

### 6.2 Documentacion
- https://developer.clip.mx/

### 6.3 Integracion (REST API)

```typescript
// services/clip.service.ts
export class ClipService {
  private readonly baseUrl = 'https://api-gw.payclip.com';
  private readonly apiKey = process.env.CLIP_API_KEY;

  async createPaymentRequest(
    amount: number,
    reference: string,
  ): Promise<any> {
    const response = await fetch(`${this.baseUrl}/paymentrequest/`, {
      method: 'POST',
      headers: {
        'x-api-key': this.apiKey,
        'Content-Type': 'application/json',
      },
      body: JSON.stringify({
        amount,
        currency: 'MXN',
        reference,
        message: `Cobro ${reference}`,
      }),
    });

    return response.json();
  }

  async cancelPaymentRequest(code: string): Promise<void> {
    await fetch(`${this.baseUrl}/paymentrequest/code/${code}`, {
      method: 'DELETE',
      headers: { 'x-api-key': this.apiKey },
    });
  }

  async getTransaction(receiptNo: string): Promise<any> {
    const response = await fetch(
      `${this.baseUrl}/payments/receipt-no/${receiptNo}`,
      {
        headers: { 'x-api-key': this.apiKey },
      },
    );

    return response.json();
  }
}
```

---

## 7. CoDi (via Openpay)

### 7.1 Proposito
- Cobros con QR sin comisiones

### 7.2 Documentacion
- https://site.openpay.mx/docs/codi.html

### 7.3 SDK

```bash
npm install openpay
```

### 7.4 Integracion

```typescript
// services/codi.service.ts
const Openpay = require('openpay');

export class CodiService {
  private openpay: any;

  constructor() {
    this.openpay = new Openpay(
      process.env.OPENPAY_MERCHANT_ID,
      process.env.OPENPAY_PRIVATE_KEY,
      false, // production = false para sandbox
    );
  }

  async createQRCharge(
    amount: number,
    description: string,
    orderId: string,
  ): Promise<{ qrUrl: string; chargeId: string }> {
    return new Promise((resolve, reject) => {
      this.openpay.charges.create(
        {
          method: 'codi',
          amount,
          description,
          order_id: orderId,
          codi_options: {
            mode: 'QR_CODE',
          },
        },
        (error: any, charge: any) => {
          if (error) {
            reject(error);
          } else {
            resolve({
              qrUrl: charge.payment_method.barcode_url,
              chargeId: charge.id,
            });
          }
        },
      );
    });
  }

  async getChargeStatus(chargeId: string): Promise<string> {
    return new Promise((resolve, reject) => {
      this.openpay.charges.get(chargeId, (error: any, charge: any) => {
        if (error) {
          reject(error);
        } else {
          resolve(charge.status);
        }
      });
    });
  }
}
```

---

## 8. Google Cloud Vision (OCR)

### 8.1 Proposito
- Leer listas de precios desde fotos
- Procesar notas de compra
- Extraer texto de imagenes

### 8.2 Documentacion
- https://cloud.google.com/vision/docs

### 8.3 Integracion

```typescript
// services/ocr.service.ts
import vision from '@google-cloud/vision';

export class OCRService {
  private client: vision.ImageAnnotatorClient;

  constructor() {
    this.client = new vision.ImageAnnotatorClient({
      keyFilename: process.env.GOOGLE_APPLICATION_CREDENTIALS,
    });
  }

  async extractText(imageUrl: string): Promise<string> {
    const [result] = await this.client.textDetection(imageUrl);
    const detections = result.textAnnotations;

    if (detections && detections.length > 0) {
      return detections[0].description || '';
    }

    return '';
  }

  async extractProducts(
    imageUrl: string,
  ): Promise<{ name: string; price: number }[]> {
    const text = await this.extractText(imageUrl);

    // Usar LLM para estructurar el texto
    const structured = await this.llmService.chat([
      {
        role: 'system',
        content:
          'Extrae productos y precios del siguiente texto. Responde en JSON: [{"name": "...", "price": 0.00}]',
      },
      { role: 'user', content: text },
    ]);

    return JSON.parse(structured.content);
  }
}
```

---

## 9. OpenAI Whisper (Transcripcion)

### 9.1 Proposito
- Transcribir audios de WhatsApp
- Comandos de voz

### 9.2 Documentacion
- https://platform.openai.com/docs/guides/speech-to-text

### 9.3 Integracion

```typescript
// services/transcription.service.ts
import OpenAI from 'openai';
import fs from 'fs';

export class TranscriptionService {
  private openai: OpenAI;

  constructor() {
    this.openai = new OpenAI({
      apiKey: process.env.OPENAI_API_KEY,
    });
  }

  async transcribeAudio(audioPath: string): Promise<string> {
    const transcription = await this.openai.audio.transcriptions.create({
      file: fs.createReadStream(audioPath),
      model: 'whisper-1',
      language: 'es',
    });

    return transcription.text;
  }

  async transcribeFromUrl(audioUrl: string): Promise<string> {
    // Descargar audio
    const response = await fetch(audioUrl);
    const buffer = await response.arrayBuffer();
    const tempPath = `/tmp/audio_${Date.now()}.ogg`;
    fs.writeFileSync(tempPath, Buffer.from(buffer));

    try {
      const text = await this.transcribeAudio(tempPath);
      return text;
    } finally {
      fs.unlinkSync(tempPath);
    }
  }
}
```

---

## Resumen de Variables de Entorno

```env
# Stripe
STRIPE_SECRET_KEY=sk_test_...
STRIPE_PUBLISHABLE_KEY=pk_test_...
STRIPE_WEBHOOK_SECRET=whsec_...

# WhatsApp
WHATSAPP_VERIFY_TOKEN=...
WHATSAPP_ACCESS_TOKEN=...
WHATSAPP_PHONE_NUMBER_ID=...
WHATSAPP_BUSINESS_ACCOUNT_ID=...

# LLM
LLM_PROVIDER=openrouter
LLM_API_KEY=...
LLM_MODEL=anthropic/claude-3-haiku
LLM_BASE_URL=https://openrouter.ai/api/v1

# Mercado Pago
MERCADOPAGO_ACCESS_TOKEN=...
MERCADOPAGO_DEVICE_ID=...

# Clip
CLIP_API_KEY=...
CLIP_MERCHANT_ID=...

# CoDi (Openpay)
OPENPAY_MERCHANT_ID=...
OPENPAY_PRIVATE_KEY=...

# Firebase
FIREBASE_SERVICE_ACCOUNT_PATH=./firebase-sa.json

# Google Cloud
GOOGLE_APPLICATION_CREDENTIALS=./gcp-sa.json

# OpenAI (Whisper)
OPENAI_API_KEY=...
```

---

**Version:** 1.0.0
**Fecha:** 2026-01-04