ENGLISH

Building LLM Powered Applications: Create intelligent apps and agents with large language models

By Valentina Alto

Book information

Publisher
Packt Publishing
Year
2024
ISBN
9781835462317
Language
english
Format
EPUB
Filesize
15 MB (16162013 bytes)
Edition
First Edition
Pages
342\0
Orientation
landscape
Paginated
yes
Scanned
no
Time added
2024-09-28 13:06:18

Description

Get hands-on with GPT 3.5, GPT 4, LangChain, Llama 2, Falcon LLM and more, to build LLM-powered sophisticated AI applications Key FeaturesEmbed LLMs into real-world applicationsUse LangChain to orchestrate LLMs and their components within applicationsGrasp basic and advanced techniques of prompt engineeringBook DescriptionBuilding LLM Powered Applications delves into the fundamental concepts, cutting-edge technologies, and practical applications that LLMs offer, ultimately paving the way for the emergence of large foundation models (LFMs) that extend the boundaries of AI capabilities. The book begins with an in-depth introduction to LLMs. We then explore various mainstream architectural frameworks, including both proprietary models (GPT 3.5/4) and open-source models (Falcon LLM), and analyze their unique strengths and differences. Moving ahead, with a focus on the Python-based, lightweight framework called LangChain, we guide you through the...

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