使用Django构建RAG应用程序

English | June 21, 2024 | ASIN: B0D7SRHPL7 | 239 pages | EPUB | 32 Mb

"Build RAG Applications with Django" is a must-have book for anyone who wants to create modern AI apps using the Django web framework and Retrieval-Augmented Generation (RAG). Written by Simeon Emanuilov, a skilled software engineer and founder of UnfoldAI, this book is easy to understand and packed with valuable information. Inside, you'll find step-by-step instructions on how to build and deploy high-performance RAG applications. You'll learn about advanced RAG architectures, using pgvector for fast similarity search, and combining natural language processing with NLTK and Transformers. The book also shows you how to use OpenAI APIs and models, work with PDF and video content, design user-friendly interfaces, and handle background tasks. With plenty of real-world examples and case studies, "Build RAG Applications with Django" gives you the knowledge and tools you need to create impressive AI applications. As an exclusive bonus, purchasers of the book can reach out to the author to receive the complete source code for selfGPT.io, a real-world RAG application built with Django. This valuable resource serves as a solid foundation for creating your own customized RAG applications, giving you a head start in your AI-powered web development journey. To access this bonus content, simply contact the author after purchasing the book.

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