💬LLM & GenAI
🤝
AI Agents & Tool Use
Build autonomous AI agents that can plan, use tools, and accomplish complex tasks
Prerequisites
🌱
Beginner
BeginnerAgent 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
IntermediateProduction 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
AdvancedAdvanced 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