Fregly, Chris

Generative AI on Aws: Building Context-Aware Multimodal Reasoning Applications

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ISBN 13:
9781098159221
author:
Fregly, Chris
format:
Paperback
publisher:
O'Reilly Media
language:
English
Publication Year:
2023
Pages:
309
Dimensions:
23.3 x 17.8 x 1.7 centimetres (0
Genre:
Computers, Computer Science, Computers,
Condition:
New
Availability:
Item usually sent within 10 working days
£49.47

Description

Integrate generative AI into your business with practical guidance from AWS experts. This book provides a comprehensive approach to building context-aware multimodal reasoning applications using generative AI on AWS. You'll learn how to apply generative AI to real-world use cases, select and fine-tune models, and perform prompt engineering and in-context learning. The authors also cover model quantization, optimization, and deployment, as well as libraries like LangChain and ReAct for developing agents and actions. With this book, you'll be able to determine which generative AI models are best suited to your task, fine-tune models on your datasets with low-rank adaptation (LoRA), and align models to human values with reinforcement learning from human feedback.

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