Название: Enterprise RAG (MEAP v3)
Автор: Tyler Suard, Darshil Modi
Издательство: Manning Publications
Год: 2025
Страниц: 211
Язык: английский
Формат: pdf, epub
Размер: 13.2 MB
Securely blend advanced LLM with your own databases, documentation, and code repos using these techniques for enterprise-quality retrieval augmented generation. Retrieval Augmented Generation, or RAG, is the gold standard for using domain-specific data, such as internal documentation or company databases, with large language models (LLMs). Creating trustworthy, stable RAG solutions you can deploy, scale, and maintain at the enterprise level means establishing data workflows that maximize accuracy and efficiency, addressing cost and performance problems, and building in appropriate checks for privacy and security. This book shows you how. Learn to utilize agent-based retrieval, triage logic, query rewriting, and other cutting-edge strategies for effective RAG. Plus, essential tips and advice ensure you can sidestep RAG’s landmines and handle common problems, from picking the right LLM, to handling hallucinations and inaccurate completions. For software developers proficient in Python.
