Mastering LangChain by Sanath Raj B Narayan (.PDF)

File Size: 10 MB

Mastering LangChain: A Comprehensive Guide to Building Generative AI Applications by Sanath Raj B Narayan, Nitin Agarwal
Requirements: .PDF reader, 10 MB
Overview: This book provides a comprehensive exploration of LangChain, empowering you to effectively harness Large Language Models (LLMs) for Gen AI applications. It focuses on practical implementation and techniques, making it a valuable resource for learning LangChain. The book starts with foundational topics such as environment setup and building basic chains, then delves into key components such as prompt templates, tool integration, and memory management. You will also explore practical topics such as output parsing, embedding models, and developing chatbots and retrieval-augmented generation (RAG) systems. Additional chapters focus on integrating LangChain with other AI tools and deploying applications while emphasizing best practices for AI ethics and performance. For data scientists and AI enthusiasts with basic Python skills who want to use LangChain for advanced development, and Python developers interested in building data-responsive applications with large language models (LLMs).
Genre: Non-Fiction > Tech & Devices

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