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Desarrollo de Aplicaciones con IA: De Principiante a Experto en Skills, Agentes y RAG
Paperback
Publisher: Independently Published
Published: Mar 22 2026
Pages: 360
Weight: 1.42
Height: 0.75 Width: 7.44 Depth: 9.69
Language: Spanish
Sabes programar pero la IA te parece territorio de investigadores y grandes empresas?
Este libro existe para demostrar que eso ya no es cierto.
En menos tiempo del que imaginas, y con el conocimiento de JavaScript que ya tienes, puedes construir aplicaciones de inteligencia artificial reales: chatbots con streaming en tiempo real, sistemas que responden preguntas sobre tus propios documentos, agentes autónomos que completan tareas de varios pasos sin que nadie los supervise.
No con demos de juguete. Con código de producción.
Lo que aprenderás en este libro:- Cómo funcionan los LLMs y cómo hablarles con precisión (prompt engineering real)
- Function calling y skills: darle manos a la IA para que actúe en el mundo
- RAG completo: indexar tus documentos y construir un buscador semántico que entiende el significado, no las palabras
- Embeddings y bases de datos vectoriales (HNSW y Pinecone)
- Agentes con el loop ReAct, memoria persistente y capacidad de planificación autónoma
- Arquitectura de producción: autenticación JWT, rate limiting, streaming SSE y base de datos
El libro culmina con AskBase, un SaaS de IA completo que puedes desplegar desde el primer dÃa: los usuarios suben sus propios documentos, el sistema los indexa automáticamente y pueden chatear con ellos, lanzar agentes autónomos y ver analytics de uso. Backend en Node.js, frontend en React, vector store propio.
Estructurado en 4 niveles progresivos:- Nivel 1 - Fundamentos: LLMs, tokens, primera API call, prompt engineering
- Nivel 2 - Skills y automatización: function calling, pipelines con decisiones
- Nivel 3 - RAG y datos: embeddings, chunking, bases vectoriales, evaluación
- Nivel 4 - Agentes y producción: loop ReAct, memoria, arquitectura SaaS
70% práctico. 13 capÃtulos. Más de 60 ejemplos de código comentado en español. Todo el código disponible en GitHub para practicar desde el primer capÃtulo.
Este libro es para ti si:- Tienes conocimientos básicos de JavaScript, Python o PHP
- Quieres integrar IA real en tus proyectos, no solo usar ChatGPT
- Llevas tiempo buscando un recurso práctico en español que vaya al grano
- Quieres entender cómo funcionan realmente los sistemas de IA que usas cada dÃa
La inteligencia artificial ya no es el futuro. Es la habilidad que separa los proyectos que se quedan en local de los que llegan a usuarios reales.
Empieza a construir con IA hoy.
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