Retrieval Augmented Generation with Node.js: A Practical Guide to Building LLM Based Applications
Retrieval Augmented Generation with Node.js: A Practical Guide to Building LLM Based Applications by Shane Larson
English | August 25, 2024 | ISBN: N/A | ASIN: B0DF9PGHS2 | 197 pages | EPUB | 0.30 Mb
English | August 25, 2024 | ISBN: N/A | ASIN: B0DF9PGHS2 | 197 pages | EPUB | 0.30 Mb
Unlock the power of AI-driven applications with "Retrieval Augmented Generation with Node.js." This comprehensive guide takes you on a journey through the cutting-edge world of Large Language Models (LLMs) and dynamic data integration. From foundational concepts to advanced techniques, you'll learn how to harness the capabilities of Retrieval Augmented Generation (RAG) using Node.js.
Dive into practical, hands-on examples that demonstrate how to build scalable, efficient, and context-aware applications. Explore vector embeddings, hybrid search approaches, and multi-modal RAG implementations. Discover strategies for optimizing performance, ensuring security, and deploying your creations to the cloud.
Whether you're a seasoned developer or an AI enthusiast, this book equips you with the knowledge and skills to create sophisticated, real-time AI applications that push the boundaries of what's possible with natural language processing and dynamic data retrieval.