Master retrieval-augmented generation architecture and fine-tune your AI stack, along with discovering real-world use cases and best practices to create powerful AI apps Key Features Get to grips with the fundamentals of LLMs, vector databases, and Python frameworks Implement effective retrieval-augmented generation strategies with MongoDB Atlas Optimize AI models for performance and accuracy with model compression and deployment optimization Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionThe era of generative AI is upon us, and this book serves as a roadmap to harness its full potential. With its help, you’ll learn the core components of the AI stack: large language models (LLMs), vector databases, and Python frameworks, and see how these technologies work together to create intelligent applications. The chapters will help you discover best practices for data preparation, model selection, and fine-tuning, and teach you advanced techniques such as retrieval-augmented generation (RAG) to overcome common challenges, such as hallucinations and data leakage. You’ll get a solid understanding of vector databases, implement effective vector search strategies, refine models for accuracy, and optimize performance to achieve impactful results. You’ll also identify and address AI failures to ensure your applications deliver reliable and valuable results. By evaluating and improving the output of LLMs, you’ll be able to enhance their performance and relevance. By the end of this book, you’ll be well-equipped to build sophisticated AI applications that deliver real-world value.What you will learn Understand the architecture and components of the generative AI stack Explore the role of vector databases in enhancing AI applications Master Python frameworks for AI development Implement Vector Search in AI applications Find out how to effectively evaluate LLM output Overcome common failures and challenges in AI development Who this book is for This book is for software engineers and developers looking to build intelligent applications using generative AI. While the book is suitable for beginners, a basic understanding of Python programming is required to make the most of it.
A biography detailing Gandhi’s twenty-year stay in South Africa and his attitudes and behavior in the nation’s political context. In the pantheon of freedom fighters, Mohandas Karamchand Gandhi has pride of place. His fame and influence extend far beyond India and are nowhere more significant than in South Africa. “India gave us a Mohandas, we gave them a Mahatma,” goes a popular South African refrain. Contemporary South African leaders, including Mandela, have consistently lauded him as being part of the epic battle to defeat the racist white regime. The South African Gandhi focuses on Gandhi’s first leadership experiences and the complicated man they reveal—a man who actually supported the British Empire. Ashwin Desai and Goolam Vahed unveil a man who, throughout his stay on African soil, stayed true to Empire while showing a disdain for Africans. For Gandhi, whites and Indians were bonded by an Aryan bloodline that had no place for the African. Gandhi’s racism was matched by his class prejudice towards the Indian indentured. He persistently claimed that they were ignorant and needed his leadership, and he wrote their resistances and compromises in surviving a brutal labor regime out of history. The South African Gandhi writes the indentured and working class back into history. The authors show that Gandhi never missed an opportunity to show his loyalty to Empire, with a particular penchant for war as a means to do so. He served as an Empire stretcher-bearer in the Boer War while the British occupied South Africa, he demanded guns in the aftermath of the Bhambatha Rebellion, and he toured the villages of India during the First World War as recruiter for the Imperial army. This meticulously researched book punctures the dominant narrative of Gandhi and uncovers an ambiguous figure whose time on African soil was marked by a desire to seek the integration of Indians, minus many basic rights, into the white body politic while simultaneously excluding Africans from his moral compass and political ideals. Praise for The South African Gandhi “In this impressively researched study, two South African scholars of Indian background bravely challenge political myth-making on both sides of the Indian Ocean that has sought to canonize Gandhi as a founding father of the struggle for equality there. They show that the Mahatma-to-be carefully refrained from calling on his followers to throw in their lot with the black majority. The mass struggle he finally led remained an Indian struggle.” —Joseph Lelyveld, author of Great Soul: Mahatma Gandhi and His Struggle with India “This is a wonderful demonstration of meticulously researched, evocative, clear-eyed and fearless history writing. It uncovers a story, some might even call it a scandal, that has remained hidden in plain sight for far too long. The South African Gandhi is a big book. It is a serious challenge to the way we have been taught to think about Gandhi.” —Arundhati Roy, author of The God of Small Things
Thank you for visiting our website. Would you like to provide feedback on how we could improve your experience?
This site does not use any third party cookies with one exception — it uses cookies from Google to deliver its services and to analyze traffic.Learn More.