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AI Agents & AutoGPT

Build autonomous AI agents that can reason and act.

Course Duration: 12 hours​

What You'll Learn​

  • Agent architectures
  • ReAct pattern
  • Tool usage and function calling
  • Memory and planning
  • Multi-step reasoning
  • Building production agents

Prerequisites​

  • LLM experience
  • Python programming
  • LangChain basics

Course Modules​

  1. Introduction to AI Agents
  2. ReAct: Reasoning + Acting
  3. Tool Calling / Function Calling
  4. LangChain Agents
  5. OpenAI Assistants API
  6. Memory Systems
  7. Planning and Decomposition
  8. Error Handling and Recovery
  9. Agent Evaluation
  10. AutoGPT Architecture
  11. BabyAGI
  12. Project: Build a Research Agent

Frameworks Covered​

  • LangChain Agents
  • OpenAI Assistants
  • AutoGPT
  • BabyAGI