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Generative AI Apps with Langchain and Python A Project-Based Approach to Building Real-World LLM Apps - Rabi Jay 2024 PDF | EPUB Apress BOOKS
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Generative AI Apps with Langchain and Python A Project-Based Approach to Building Real-World LLM Apps
Author: Rabi Jay
Year: 2024
Format: PDF | EPUB
File size: 12.8 MB
Language: ENG



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Book Description: Generative AI Apps with Langchain and Python A ProjectBased Approach to Building RealWorld LLM Apps is a comprehensive guide that provides readers with the skills and knowledge necessary to develop intelligent generative AI apps using Langchain and Python. The book covers the fundamentals of generative AI, including machine learning, deep learning, and natural language processing, and shows how these technologies can be used to create real-world applications. The book focuses on practical projects that allow readers to apply their knowledge and gain hands-on experience with the latest tools and techniques in the field. The book begins by introducing the concept of generative AI and its potential applications, before delving into the technical aspects of building generative AI apps. It covers the basics of machine learning, including supervised and unsupervised learning, and discusses the different types of neural networks and their uses. The book also explores the use of natural language processing (NLP) and its role in developing intelligent generative AI apps. As the reader progresses through the book, they will learn how to build more complex AI models using Langchain and Python, including deep learning algorithms and neural networks. The book also covers the importance of data preprocessing and feature engineering, as well as the challenges of working with large datasets. Throughout the book, the author provides practical examples and case studies of successful generative AI apps, highlighting the potential of these technologies in various industries.
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