Introduction This article is a comprehensive guide for those eager to understand and build AI agents. It focuses on the ReAct pattern, which significantly boosts the capabilities of these agents. Whether you’re a developer or an AI – enthusiast, you’ll gain the skills to create effective AI agents from scratch. Learning Objectives Grasp the fundamentals…
Introduction Anthropic has introduced its latest generative AI large – language model, Claude 3.5 Sonnet. This model stands out for its high proficiency in arithmetic, reasoning, coding, and multilingual activities. Additionally, it boasts remarkable vision capabilities, practical real – world uses, strict security precautions, and an exciting future with upcoming models like Haiku and Opus….
The Imperative of Customer – Centricity Bill Gates once said, “Every day we’re saying, ‘How can we keep this customer happy? How can we get ahead in innovation by doing this?… because if we don’t, somebody else will.” These words ring incredibly true in today’s competitive business landscape. However, consistently providing excellent customer service is…
Introduction Customers have long favored brands that emphasize a top – notch customer experience. In recent years, it has become a must – have for every business. Customers are now accustomed to great experiences and expect even better ones. Over 71% desire personalized services, and around 60% will desert a brand that fails to offer…
Introduction Earlier this year, Klarna made a notable announcement – they were replacing 700 customer support professionals with AI chatbots. This sent ripples through the industry, sparking numerous questions. If AI could take over the work of so many human agents, was the customer – support industry on the brink of an inevitable collapse? Now,…
Introduction Picture this: You wake up to the acrid smell of smoke, your heart pounding as you rush to ensure your family’s safety. Early fire detection is not just a convenience; it’s a matter of life and death. “Flame Guardian,” a deep – learning – powered fire detection system, is here to make a significant…
Introduction Large Language Models (LLMs) have made remarkable progress in natural language processing and generation. However, their common zero – shot application, which generates output in one go without any editing, has its limitations. One significant challenge is that LLMs struggle to incorporate knowledge about new data or events that have occurred since their last…
Introduction Generative AI has emerged as a leading force in recent artificial – intelligence advancements. It has permeated various sectors like technology, healthcare, finance, and entertainment, and is continuously revolutionizing the way we work. It empowers us to create high – quality content and execute complex tasks within minutes. Now, envision a world where you…
Introduction Biological neurons play a crucial role in the research of artificial neural networks. They are the complex structures that underlie the functions of the brain. A biological neuron is composed of parts like the soma, axons, dendrites, and synapses, all of which contribute to the processing of information. The McCulloch – Pitts Neuron, an…
Introduction Andrew Ng’s comment, “AI Agentic workflow will drive massive progress this year,” highlights the significant advancements expected in AI. As large language models gain popularity, Autonomous Agents have become a topic of discussion. This article will take you on a journey to explore Autonomous Agents, understand the components of building an Agentic workflow, and…
