engleză
This book provides a comprehensive guide to Agentic AI-autonomous systems that don't just generate content but execute actions to achieve goals. It traces the evolution from analytical and generative AI to truly agentic systems capable of reasoning, planning, and tool use.The core architecture explores memory systems, planning frameworks (ReAct, Chain-of-Thought), and tool integration. Multi-agent systems demonstrate how specialized agents collaborate, creating emergent intelligence beyond individual capabilities. Autonomous workflows transform business processes by moving from rigid scripts to goal-oriented execution.Critical challenges include grounding agents to prevent hallucination, implementing robust security against prompt injection, and establishing ethical boundaries. Enterprise integration strategies address connecting agents to legacy systems via APIs, middleware, and RPA.Case studies across finance (fraud detection), healthcare (patient coordination), manufacturing (supply chain), legal (contract review), and retail (personalization) demonstrate measurable ROI: 73% alert reduction, 42% readmission decrease, 54% cost savings.
