Mastering Production-Grade LLMs: A Practical Guide to Prompt Engineering, RAG, Fine-Tuning, and Deployment with LangChain and LlamaIndex (Mastering LLMs Series, Band 1) - Softcover

Buch 1 von 3: Mastering LLMs Series

Langford, Derek

 
9798296454430: Mastering Production-Grade LLMs: A Practical Guide to Prompt Engineering, RAG, Fine-Tuning, and Deployment with LangChain and LlamaIndex (Mastering LLMs Series, Band 1)

Inhaltsangabe

Unlock the full potential of large language models (LLMs) in real-world applications.

Mastering Production-Grade LLMs is your essential guide to building, fine-tuning, and deploying powerful AI systems using LangChain and LlamaIndex. Whether you're an engineer, data scientist, or AI enthusiast, this practical handbook takes you step-by-step through everything from prompt engineering and Retrieval-Augmented Generation (RAG) to model optimization and scalable deployment strategies.

Inside, you'll discover:

  • Effective prompt engineering techniques for real results

  • RAG pipelines that supercharge accuracy with external data

  • Fine-tuning workflows for domain-specific performance

  • Seamless integration with LangChain, LlamaIndex, and cloud APIs

  • Best practices for scaling LLM apps responsibly

This isn’t just theory—it’s hands-on guidance to help you ship smarter, faster, and more reliably.

By the end, you'll not only understand how LLMs work. You'll know how to build with them—creatively, securely, and at scale.

Take your AI engineering skills to the next level. Start building the future today.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.