How To Advance Beyond STATIC GenAI-LLMs-RAG to DYNAMIC Quantum-GenAI: Packt Invited Edi . . .

How To Advance Beyond STATIC GenAI-LLMs-RAG to DYNAMIC Quantum-GenAI: Packt Invited Editorial Book Review: Unlocking Data with Generative AI and RAG: https://lnkd.in/gFGvjcGD: https://lnkd.in/eXmSXGkY : https://lnkd.in/e_AYYdya: Google AI Podcast: https://lnkd.in/gQhAq_ZZ: Inspired by #AI-#GA pioneer, we published first #AI paper on #DataIsProfoundlyDumb pioneering #MeaningAwareHumanCenteredAI in 2000, followed by first paper on #RealTimeEnterprise #Models in 2005. In context of #AI-#GenAI, #RAG is #Augmentation of Data-driven Decision-Making by using #RealTime Data #Generation & #Retrieval of #RightData given specific Chosen #Context, beyond #BigData and #SmallData. You will find the specific Hands-On Applied Workbook on RAG useful in developing applied intuitive understanding for real-world practical #AI-#GenAI applications. As a comprehensive guide to harness the power of RAG, I find this book a crucial resource for practitioners, researchers, and academics eager to implement RAG effectively... It provides several complete code labs including one that walks through the implementation of a RAG pipeline using Python, LangChain, and Chroma. It also goes into more advanced techniques like prompt engineering, query expansion, and multi-modal RAG (MM-RAG). The author also discusses the importance of evaluating RAG pipelines, and provides guidance on how to do so effectively. This is a practical, hands-on guide that will be valuable to anyone looking to build RAG applications. It emphasizes real-world coding examples, case studies, and strategies for effective implementation. The book also includes information on setting up a development environment with Jupyter notebooks, and using tools like #LangChain, #Chroma DB, and #OpenAI's APIs... RAG enables AI systems to go beyond their original training data by incorporating real-time information from selected sources, thus improving the contextual relevance and accuracy of their outputs. This process is crucial for making effective decisions in #dynamic #environments that are the focus of our 30-year R&D leading #Dynamic and #Adversarial #Uncertainty, #Time-#Space #Complexity and #RiskManagement Practices recognized for global impact among #ArtificialIntelligence and #Quant-#Finance Nobel laureates. -- New York State: "Join Dr. Yogi Malhotra to get up to speed on Cloud Technology." USAF-AFRL Ventures: "Do Something Epic: Save the World™": We Create the Digital Future™. You Can Too! Let's Show You How! AIMLExchange™: AIMLExchange.com: We Create the Digital Future™ BRINT™: BRINT.com: From Future of Finance™ to Future of Defense™ C4I-Cyber™: C4I-Cyber.com: Because the Future of the World Depends Upon It™ -- AWS Quantum Valley Global Risk Management Network LLC: 30-Years Leading AI-Quantum Finance Practices Silicon Valley's Next Big Thing™: Know-Build-Monetize™ Networks: 30-Years Building Meaning-Aware AI Silicon Valley-Wall Street-Pentagon Leader: 30 Years Building AI-Cyber-Crypto-Quantum Risk Networks --