Scaling Enterprise Solutions With LLMs by Arindam Ganguly (.PDF)

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Scaling Enterprise Solutions With Large Language Models: Comprehensive End-to-End Generative AI Solutions for Production-Grade Enterprise Solutions by Arindam Ganguly
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Overview: Artificial Intelligence (AI) is the bedrock of today’s applications, propelling the field towards Artificial General Intelligence (AGI). Despite this advancement, integrating such breakthroughs into large-scale production-grade enterprise applications presents significant challenges. This book addresses these hurdles in the domain of large language models within enterprise solutions. By leveraging Big Data engineering and popular data cataloguing tools, you’ll see how to transform challenges into opportunities, emphasizing data reuse for multiple AI models across diverse domains. You’ll gain insights into large language model behavior by using tools such as LangChain and LLamaIndex to segment vast datasets intelligently. Practical considerations take precedence, guiding you on effective AI Governance and data security, especially in data-sensitive industries like banking.
Genre: Non-Fiction > Tech & Devices

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