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The Course

This 10-unit course is designed to teach the fundamentals of LangGraph - the technology that underlies many modern AI agents. The course is targeted for people who know Python.


Through the construction of progressively evolving versions of an AI investment consultant, you will master the major concepts required for building highly capable agentic systems.

1️⃣ Learning by Construction

Each assignment extends a working AI investment consultant agent with a new capability, making the evolution of agent intelligence explicit and tangible.

2️⃣ Progressive Architecture

You begin with a simple deterministic flow and incrementally transform it into a stateful, tool-using, context-aware agent built with LangGraph.

All stages build on the same core system reinforcing architectural thinking

3️⃣ Continuous Growth

Features

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Structured LLM Output

Multi-node LangGraph Flows

Technologies you will learn

Conditional Routing

Agentic Tool Use

Web Search Integration

Retrieval-Augmented Generation (RAG)

In-Session Memory

Cross-Session Memory

Sandboxed Command Execution