Understanding AI Agents: From Concept to Reality

Description:

This engaging 90-minute training introduces participants to the fascinating world of AI Agents, their role in AI-driven automation, and a live demonstration using open-source tools. Participants will gain a clear understanding of what AI Agents are, how they work, and their real-world applications.

Duration: 90 Min

Course Code: BDT403

Learning Objectives:

After this course, you will be able to:

• Define AI Agents and distinguish them from traditional chatbots and AI applications
• Explain the fundamental components of an AI Agent
• Identify common use cases and applications of AI Agents across different industries

• Basic computer literacy
• Interest in artificial intelligence
• No coding experience required

• IT professionals
• Developers
• AI/ML enthusiasts
• Students with basic programming knowledge.

Course Outline:

• What are AI Agents?
• Types of AI Agents: Simple vs. Complex
• The evolution from chatbots to autonomous agents
• Real-world applications and use cases

• Understanding agent architecture
• Key capabilities: Perception, Reasoning, and Action
• The role of Large Language Models (LLMs)
• Memory and context management

• Using an open-source agent framework (e.g., AutoGen, LangChain Agent, OpenAI Assistant API)
• Showcase of simple task automation
• Discussion of capabilities and limitations
• Future possibilities and trends
• Live demonstration

• Auto-GPT basic task execution
• AI simple demonstration
• Agent GPT web interface showcase