About the Instructor
LangChain/LlamaIndex Teams
LangChain: Created by Harrison Chase. 40K+ GitHub stars, used by 10K+ companies in production. LlamaIndex: Jerry Liu's framework for data indexing. Industry standard for agent orchestration.
First Principles
Agents are loops: think (reason), act (call tools), observe (get feedback), repeat. LangChain and LlamaIndex abstract these patterns so you don't rebuild the same loops for every project.
AI Ecosystem Fit
Layer 5 (Applications) — This is the fastest path to production-ready agents. Both frameworks handle memory, tool calling, and error handling—the hard parts of agentic systems.
Prerequisites
What Paid Projects This Unlocks
Build production-ready agents: agent loops, tool calling, memory management, multi-step reasoning. Ship agentic applications.
3 Client Projects You Can Get Paid For
Real businesses have this problem right now. Build it, pitch it, charge for it.
Stack This With → (Unlocks Higher-Paying Projects)
Implement ReAct reasoning patterns
Build multi-agent systems
Deploy with AWS Lambda or custom servers
Why This Matters
These frameworks are industry standard for a reason: they handle the boilerplate of agent building. Using them cuts development time by 70%.