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Proeycto de images-worker creado

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2026-06-07 18:11:44 -04:00
parent fec365bb57
commit cb44779349
45 changed files with 6410 additions and 0 deletions
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mvp/image-worker/dist/pipeline/image-generator.service.js vendored Normal file
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"use strict";
var __decorate = (this && this.__decorate) || function (decorators, target, key, desc) {
var c = arguments.length, r = c < 3 ? target : desc === null ? desc = Object.getOwnPropertyDescriptor(target, key) : desc, d;
if (typeof Reflect === "object" && typeof Reflect.decorate === "function") r = Reflect.decorate(decorators, target, key, desc);
else for (var i = decorators.length - 1; i >= 0; i--) if (d = decorators[i]) r = (c < 3 ? d(r) : c > 3 ? d(target, key, r) : d(target, key)) || r;
return c > 3 && r && Object.defineProperty(target, key, r), r;
};
var __metadata = (this && this.__metadata) || function (k, v) {
if (typeof Reflect === "object" && typeof Reflect.metadata === "function") return Reflect.metadata(k, v);
};
var ImageGeneratorService_1;
Object.defineProperty(exports, "__esModule", { value: true });
exports.ImageGeneratorService = void 0;
const common_1 = require("@nestjs/common");
const config_1 = require("@nestjs/config");
const axios_1 = require("axios");
const OPENROUTER_URL = 'https://openrouter.ai/api/v1/chat/completions';
let ImageGeneratorService = ImageGeneratorService_1 = class ImageGeneratorService {
constructor(config) {
this.config = config;
this.logger = new common_1.Logger(ImageGeneratorService_1.name);
}
async generarRender(prompt, fotoAntesDataUri) {
const apiKey = this.config.get('OPENROUTER_API_KEY');
const model = this.config.get('OPENROUTER_MODEL_IMAGEN', 'google/gemini-2.0-flash-exp-image-generation');
const intentosRateLimit = 1;
for (let attempt = 0; attempt <= intentosRateLimit; attempt++) {
try {
const response = await axios_1.default.post(OPENROUTER_URL, {
model,
messages: [
{
role: 'user',
content: [
{ type: 'text', text: prompt },
{ type: 'image_url', image_url: { url: fotoAntesDataUri } },
],
},
],
}, {
headers: {
Authorization: `Bearer ${apiKey}`,
'Content-Type': 'application/json',
'HTTP-Referer': 'https://reformix.es',
'X-Title': 'Reformix Image Worker',
},
timeout: 60000,
});
const content = response.data.choices?.[0]?.message?.content;
if (!content)
throw new Error('OpenRouter no devolvio contenido');
const imagen = this.extraerImagenDeRespuesta(content, response.data);
if (!imagen)
throw new Error('No se pudo extraer imagen de la respuesta');
return imagen;
}
catch (err) {
if (err.response?.status === 429 && attempt < intentosRateLimit) {
this.logger.warn('Rate limit (429), esperando 5s y reintentando...');
await new Promise((r) => setTimeout(r, 5000));
continue;
}
throw err;
}
}
throw new Error('Fallaron todos los intentos de generacion de imagen');
}
extraerImagenDeRespuesta(content, rawResponse) {
if (content.startsWith('data:image'))
return content;
const dataUriMatch = content.match(/data:image\/[a-zA-Z]+;base64,[^\s"']+/);
if (dataUriMatch)
return dataUriMatch[0];
const urlMatch = content.match(/https?:\/\/[^\s"'()]+\.(png|jpg|jpeg|webp)/i);
if (urlMatch)
return urlMatch[0];
const parts = rawResponse?.choices?.[0]?.message?.content;
if (Array.isArray(parts)) {
for (const part of parts) {
if (part.type === 'image_url' && part.image_url?.url)
return part.image_url.url;
if (part.image_url?.url?.startsWith('data:image'))
return part.image_url.url;
}
}
return null;
}
};
exports.ImageGeneratorService = ImageGeneratorService;
exports.ImageGeneratorService = ImageGeneratorService = ImageGeneratorService_1 = __decorate([
(0, common_1.Injectable)(),
__metadata("design:paramtypes", [config_1.ConfigService])
], ImageGeneratorService);
//# sourceMappingURL=image-generator.service.js.map

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"use strict";
var __decorate = (this && this.__decorate) || function (decorators, target, key, desc) {
var c = arguments.length, r = c < 3 ? target : desc === null ? desc = Object.getOwnPropertyDescriptor(target, key) : desc, d;
if (typeof Reflect === "object" && typeof Reflect.decorate === "function") r = Reflect.decorate(decorators, target, key, desc);
else for (var i = decorators.length - 1; i >= 0; i--) if (d = decorators[i]) r = (c < 3 ? d(r) : c > 3 ? d(target, key, r) : d(target, key)) || r;
return c > 3 && r && Object.defineProperty(target, key, r), r;
};
Object.defineProperty(exports, "__esModule", { value: true });
exports.PipelineModule = void 0;
const common_1 = require("@nestjs/common");
const pipeline_service_1 = require("./pipeline.service");
const prompt_builder_service_1 = require("./prompt-builder.service");
const image_generator_service_1 = require("./image-generator.service");
const supervisor_service_1 = require("./supervisor.service");
const reformix_module_1 = require("../reformix/reformix.module");
let PipelineModule = class PipelineModule {
};
exports.PipelineModule = PipelineModule;
exports.PipelineModule = PipelineModule = __decorate([
(0, common_1.Module)({
imports: [reformix_module_1.ReformixModule],
providers: [pipeline_service_1.PipelineService, prompt_builder_service_1.PromptBuilderService, image_generator_service_1.ImageGeneratorService, supervisor_service_1.SupervisorService],
exports: [pipeline_service_1.PipelineService],
})
], PipelineModule);
//# sourceMappingURL=pipeline.module.js.map

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{"version":3,"file":"pipeline.module.js","sourceRoot":"","sources":["../../src/pipeline/pipeline.module.ts"],"names":[],"mappings":";;;;;;;;;AAAA,2CAAwC;AACxC,yDAAqD;AACrD,qEAAgE;AAChE,uEAAkE;AAClE,6DAAyD;AACzD,iEAA6D;AAOtD,IAAM,cAAc,GAApB,MAAM,cAAc;CAAG,CAAA;AAAjB,wCAAc;yBAAd,cAAc;IAL1B,IAAA,eAAM,EAAC;QACN,OAAO,EAAE,CAAC,gCAAc,CAAC;QACzB,SAAS,EAAE,CAAC,kCAAe,EAAE,6CAAoB,EAAE,+CAAqB,EAAE,sCAAiB,CAAC;QAC5F,OAAO,EAAE,CAAC,kCAAe,CAAC;KAC3B,CAAC;GACW,cAAc,CAAG"}

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"use strict";
var __decorate = (this && this.__decorate) || function (decorators, target, key, desc) {
var c = arguments.length, r = c < 3 ? target : desc === null ? desc = Object.getOwnPropertyDescriptor(target, key) : desc, d;
if (typeof Reflect === "object" && typeof Reflect.decorate === "function") r = Reflect.decorate(decorators, target, key, desc);
else for (var i = decorators.length - 1; i >= 0; i--) if (d = decorators[i]) r = (c < 3 ? d(r) : c > 3 ? d(target, key, r) : d(target, key)) || r;
return c > 3 && r && Object.defineProperty(target, key, r), r;
};
var __metadata = (this && this.__metadata) || function (k, v) {
if (typeof Reflect === "object" && typeof Reflect.metadata === "function") return Reflect.metadata(k, v);
};
var PipelineService_1;
Object.defineProperty(exports, "__esModule", { value: true });
exports.PipelineService = void 0;
const common_1 = require("@nestjs/common");
const config_1 = require("@nestjs/config");
const prompt_builder_service_1 = require("./prompt-builder.service");
const image_generator_service_1 = require("./image-generator.service");
const supervisor_service_1 = require("./supervisor.service");
const reformix_service_1 = require("../reformix/reformix.service");
let PipelineService = PipelineService_1 = class PipelineService {
constructor(config, promptBuilder, imageGenerator, supervisor, reformix) {
this.config = config;
this.promptBuilder = promptBuilder;
this.imageGenerator = imageGenerator;
this.supervisor = supervisor;
this.reformix = reformix;
this.logger = new common_1.Logger(PipelineService_1.name);
this.maxRetries = this.config.get('MAX_RETRIES', 2);
this.minScore = this.config.get('SUPERVISOR_MIN_SCORE', 70);
}
async procesarLead(dto) {
const { leadId, reforma, zonas } = dto;
const zonasConFotos = zonas.filter((z) => z.fotos.antes.length > 0);
const zonasSaltadas = zonas.filter((z) => z.fotos.antes.length === 0);
this.logger.log(`[${leadId}] Iniciando pipeline para ${zonasConFotos.length} zonas`);
for (const z of zonasSaltadas) {
this.logger.log(`[${leadId}] Zona ${z.zona}: sin fotos "antes", saltando`);
}
const renders = [];
for (const zona of zonasConFotos) {
try {
const render = await this.procesarZona(leadId, zona.zona, reforma, zona.notas, zona.fotos.antes[0]);
renders.push(render);
}
catch (err) {
this.logger.error(`[${leadId}] Zona ${zona.zona}: error fatal: ${err.message}`);
}
}
if (renders.length === 0) {
this.logger.warn(`[${leadId}] No se generaron renders para ninguna zona`);
return;
}
const items = renders.map((r) => ({
zona: r.zona,
imagen: r.imagen,
}));
const ok = await this.reformix.entregarRenders(leadId, items);
if (ok) {
this.logger.log(`[${leadId}] Renders entregados correctamente (${renders.length} zonas)`);
}
else {
this.logger.error(`[${leadId}] Error entregando renders a la app principal`);
}
}
async procesarZona(leadId, zona, reforma, notas, fotoAntes) {
const prompt = await this.promptBuilder.generarPrompt(reforma.tipo, reforma.m2Suelo, reforma.calidad, notas);
this.logger.log(`[${leadId}] Zona ${zona}: prompt generado`);
let ultimaImagen = null;
for (let intento = 0; intento <= this.maxRetries; intento++) {
if (intento > 0) {
this.logger.log(`[${leadId}] Zona ${zona}: reintento ${intento} de ${this.maxRetries}`);
}
const imagen = await this.imageGenerator.generarRender(prompt, fotoAntes);
ultimaImagen = imagen;
this.logger.log(`[${leadId}] Zona ${zona}: imagen generada`);
const resultado = await this.supervisor.supervisar(reforma.tipo, reforma.m2Suelo, reforma.calidad, notas, fotoAntes, imagen);
const aprobada = resultado.aprobado && resultado.score >= this.minScore;
this.logger.log(`[${leadId}] Zona ${zona}: ${aprobada ? 'aprobada' : 'rechazada'} (score: ${resultado.score}) - ${resultado.motivo}`);
if (aprobada) {
return { zona, imagen, score: resultado.score, aprobada: true };
}
}
this.logger.warn(`[${leadId}] Zona ${zona}: usando ultimo render pese a no superar validacion`);
return { zona, imagen: ultimaImagen, score: 0, aprobada: false };
}
};
exports.PipelineService = PipelineService;
exports.PipelineService = PipelineService = PipelineService_1 = __decorate([
(0, common_1.Injectable)(),
__metadata("design:paramtypes", [config_1.ConfigService,
prompt_builder_service_1.PromptBuilderService,
image_generator_service_1.ImageGeneratorService,
supervisor_service_1.SupervisorService,
reformix_service_1.ReformixService])
], PipelineService);
//# sourceMappingURL=pipeline.service.js.map

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"use strict";
var __decorate = (this && this.__decorate) || function (decorators, target, key, desc) {
var c = arguments.length, r = c < 3 ? target : desc === null ? desc = Object.getOwnPropertyDescriptor(target, key) : desc, d;
if (typeof Reflect === "object" && typeof Reflect.decorate === "function") r = Reflect.decorate(decorators, target, key, desc);
else for (var i = decorators.length - 1; i >= 0; i--) if (d = decorators[i]) r = (c < 3 ? d(r) : c > 3 ? d(target, key, r) : d(target, key)) || r;
return c > 3 && r && Object.defineProperty(target, key, r), r;
};
var __metadata = (this && this.__metadata) || function (k, v) {
if (typeof Reflect === "object" && typeof Reflect.metadata === "function") return Reflect.metadata(k, v);
};
var PromptBuilderService_1;
Object.defineProperty(exports, "__esModule", { value: true });
exports.PromptBuilderService = void 0;
const common_1 = require("@nestjs/common");
const config_1 = require("@nestjs/config");
const fs = require("fs");
const path = require("path");
const axios_1 = require("axios");
const OPENROUTER_URL = 'https://openrouter.ai/api/v1/chat/completions';
let PromptBuilderService = PromptBuilderService_1 = class PromptBuilderService {
constructor(config) {
this.config = config;
this.logger = new common_1.Logger(PromptBuilderService_1.name);
this.systemPrompt = '';
const ruta = path.join(process.cwd(), 'prompts', 'prompt-builder.txt');
if (fs.existsSync(ruta)) {
this.systemPrompt = fs.readFileSync(ruta, 'utf-8');
}
else {
this.logger.warn('prompts/prompt-builder.txt no encontrado, usando default');
}
}
async generarPrompt(tipoReforma, m2Suelo, calidad, notas) {
const apiKey = this.config.get('OPENROUTER_API_KEY');
const model = this.config.get('OPENROUTER_MODEL_TEXTO', 'anthropic/claude-3.5-haiku-20241022');
const userContent = `Generate a render prompt for a ${tipoReforma} renovation.
- Area: ${m2Suelo ?? 'unknown'} m²
- Quality level: ${calidad}
- Client notes: ${notas.join('; ') || 'none'}
- Style: modern ${tipoReforma} renovation`;
try {
const response = await axios_1.default.post(OPENROUTER_URL, {
model,
messages: [
{ role: 'system', content: this.systemPrompt },
{ role: 'user', content: userContent },
],
max_tokens: 512,
temperature: 0.5,
}, {
headers: {
Authorization: `Bearer ${apiKey}`,
'Content-Type': 'application/json',
'HTTP-Referer': 'https://reformix.es',
'X-Title': 'Reformix Image Worker',
},
});
const prompt = response.data.choices?.[0]?.message?.content?.trim();
if (!prompt)
throw new Error('OpenRouter devolvio respuesta vacia');
return prompt;
}
catch (err) {
this.logger.error(`Error generando prompt: ${err.message}`);
throw err;
}
}
};
exports.PromptBuilderService = PromptBuilderService;
exports.PromptBuilderService = PromptBuilderService = PromptBuilderService_1 = __decorate([
(0, common_1.Injectable)(),
__metadata("design:paramtypes", [config_1.ConfigService])
], PromptBuilderService);
//# sourceMappingURL=prompt-builder.service.js.map

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mvp/image-worker/dist/pipeline/supervisor.service.js vendored Normal file
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"use strict";
var __decorate = (this && this.__decorate) || function (decorators, target, key, desc) {
var c = arguments.length, r = c < 3 ? target : desc === null ? desc = Object.getOwnPropertyDescriptor(target, key) : desc, d;
if (typeof Reflect === "object" && typeof Reflect.decorate === "function") r = Reflect.decorate(decorators, target, key, desc);
else for (var i = decorators.length - 1; i >= 0; i--) if (d = decorators[i]) r = (c < 3 ? d(r) : c > 3 ? d(target, key, r) : d(target, key)) || r;
return c > 3 && r && Object.defineProperty(target, key, r), r;
};
var __metadata = (this && this.__metadata) || function (k, v) {
if (typeof Reflect === "object" && typeof Reflect.metadata === "function") return Reflect.metadata(k, v);
};
var SupervisorService_1;
Object.defineProperty(exports, "__esModule", { value: true });
exports.SupervisorService = void 0;
const common_1 = require("@nestjs/common");
const config_1 = require("@nestjs/config");
const fs = require("fs");
const path = require("path");
const axios_1 = require("axios");
const OPENROUTER_URL = 'https://openrouter.ai/api/v1/chat/completions';
let SupervisorService = SupervisorService_1 = class SupervisorService {
constructor(config) {
this.config = config;
this.logger = new common_1.Logger(SupervisorService_1.name);
this.systemPrompt = '';
const ruta = path.join(process.cwd(), 'prompts', 'supervisor.txt');
if (fs.existsSync(ruta)) {
this.systemPrompt = fs.readFileSync(ruta, 'utf-8');
}
else {
this.logger.warn('prompts/supervisor.txt no encontrado, usando default');
}
}
async supervisar(tipoReforma, m2Suelo, calidad, notas, fotoAntes, renderDespues) {
const apiKey = this.config.get('OPENROUTER_API_KEY');
const model = this.config.get('OPENROUTER_MODEL_TEXTO', 'anthropic/claude-3.5-haiku-20241022');
const notasTexto = notas.join('; ') || 'sin notas';
try {
const response = await axios_1.default.post(OPENROUTER_URL, {
model,
messages: [
{ role: 'system', content: this.systemPrompt },
{
role: 'user',
content: [
{
type: 'text',
text: `Reforma tipo: ${tipoReforma}\nMetros: ${m2Suelo ?? 'desconocido'}\nCalidad: ${calidad}\nNotas del cliente: ${notasTexto}`,
},
{
type: 'image_url',
image_url: { url: fotoAntes },
},
{
type: 'image_url',
image_url: { url: renderDespues },
},
],
},
],
max_tokens: 256,
temperature: 0.2,
}, {
headers: {
Authorization: `Bearer ${apiKey}`,
'Content-Type': 'application/json',
'HTTP-Referer': 'https://reformix.es',
'X-Title': 'Reformix Image Worker',
},
});
const textContent = response.data.choices?.[0]?.message?.content?.trim();
if (!textContent) {
return { aprobado: false, score: 0, motivo: 'Modelo devolvio respuesta vacia' };
}
return this.parsearRespuesta(textContent);
}
catch (err) {
this.logger.error(`Error en supervisor: ${err.message}`);
return { aprobado: false, score: 0, motivo: `Error del supervisor: ${err.message}` };
}
}
parsearRespuesta(texto) {
const jsonMatch = texto.match(/\{[^{}]*"aprobado"[^{}]*\}/i);
if (!jsonMatch) {
return { aprobado: false, score: 0, motivo: 'Error parseando respuesta del supervisor' };
}
try {
const parsed = JSON.parse(jsonMatch[0]);
return {
aprobado: Boolean(parsed.aprobado),
score: Math.min(100, Math.max(0, Number(parsed.score) || 0)),
motivo: String(parsed.motivo || 'Sin motivo'),
};
}
catch {
return { aprobado: false, score: 0, motivo: 'Error parseando respuesta del supervisor' };
}
}
};
exports.SupervisorService = SupervisorService;
exports.SupervisorService = SupervisorService = SupervisorService_1 = __decorate([
(0, common_1.Injectable)(),
__metadata("design:paramtypes", [config_1.ConfigService])
], SupervisorService);
//# sourceMappingURL=supervisor.service.js.map

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