Agentic AI
Agentic AI focuses on building autonomous AI systems (agents) that can make decisions, take actions, and achieve goals with minimal human intervention.
Workshop Overview
This workshop introduces the concepts of AI agents, planning, reasoning, tool usage, and multi-agent collaboration, enabling learners to design intelligent, goal-driven systems.
Workshop Modules
Introduction to Agentic AI
Understanding autonomous AI agents and their capabilities.
AI Agents Architecture
Components like memory, planning, reasoning, and action modules.
Prompting & Tool Use
Designing agents that interact with APIs, tools, and environments.
Planning & Reasoning
How agents break down tasks and make decisions step-by-step.
Memory Systems
Short-term and long-term memory in intelligent agents.
Multi-Agent Systems
Collaboration and communication between multiple AI agents.
Frameworks & Libraries
Overview of tools like LangChain, AutoGen, and CrewAI.
Real-world Applications
Use cases in automation, customer support, and operations.
Safety & Alignment
Ensuring reliable, ethical, and controllable agent behavior.