Index

Schedule

Day	Description	Materials	Assignment
1	Overview Introduction: LangChain, LangGraph, LangSmith.	[Lesson] [Case Studies]	[Assignment 1]
	Agents Models, Messages, Prompts, Structured Output, Tools, and Internet Search.	[Notebook]	[Assignment 2]
	Sub Agents Build a personal assistant with agents as tools.	[Notebook]	[Assignment 3]
2	RAG Overview Building a knowledge base. Retrieval pipeline and building blocks. RAG Architectures.	[Lesson]
	Embeddings What are embeddings and how do they compare similarity?	[Notebook]
	Semantic Search Indexing and retrival of documents based on meaning.	[Notebook]	[Assignment 4]
	RAG Chain and RAG Agent Answer questions based on specific sources of information.	[Notebook]	[Assignment 5]
3	Context and State Short-term, long-term memory and context.	[Notebook]
	Customer Support Agent Apply the State Machine pattern to resolve customer issues and escalate to humans when necessary.	[Notebook]
4	Thinking in LangGraph	[Lesson]
	Workflow Patterns	[Notebook]
	LangSmith	[Lesson]