All Topics
💬LLM & GenAI
🤝

AI Agents & Tool Use

Build autonomous AI agents that can plan, use tools, and accomplish complex tasks

Recommended for:🤖LLM Engineer🚀Full-Stack AI

Prerequisites

→Prompt Engineering→RAG Systems
🌱

Beginner

Beginner

Agent fundamentals

What to Learn

  • •What are AI agents?
  • •Function calling and tool use
  • •Planning and reasoning patterns
  • •Simple agent architectures
  • •Building with LangChain agents

Resources

  • 📚LangChain agents documentation
  • 📚OpenAI function calling guide
  • 📚ReAct paper
🌿

Intermediate

Intermediate

Production agent systems

What to Learn

  • •Multi-step planning frameworks
  • •Error handling and recovery
  • •Agent memory systems
  • •Tool creation and management
  • •Agent evaluation and testing

Resources

  • 📚AutoGPT and BabyAGI analysis
  • 📚LangGraph for agent workflows
  • 📚CrewAI multi-agent framework
🌳

Advanced

Advanced

Advanced agent research

What to Learn

  • •Multi-agent collaboration
  • •Agent learning and improvement
  • •Safety and alignment for agents
  • •Cognitive architectures
  • •World models and simulation

Resources

  • 📚Voyager and Generative Agents papers
  • 📚Multi-agent research papers
  • 📚AI alignment literature