Название: RAG with Python Cookbook: Practical Recipes from Data Preprocessing to LLM Agents (Early Release)Автор: Dominik Polzer
Издательство: O’Reilly Media, Inc.
Год: 2025-03-11
Язык: английский
Формат: epub (true), mobi
Размер: 10.9 MB
As businesses race to unlock the full potential of large language models (LLMs), a critical challenge has emerged: How do you connect these tools to real-time, external data to solve real-world problems? Retrieval-augmented generation (RAG) is the answer. By combining LLMs with information retrieval, RAG empowers you to build everything from intelligent chatbots to autonomous, task-solving agents. Packed with over 70 practical recipes, this go-to guide tackles a wide range of GenAI applications through structured hands-on learning. Author Dominik Polzer provides the tools you need to design, implement, and optimize RAG systems for your unique use cases. Whether you're working with simple data retrieval or designing cutting-edge autonomous agents, this cookbook will help you stay ahead of the curve.
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