Slides

This page provides a second way to find slide decks (in addition to the Schedule).

Tip

If you’re looking for what we’re doing this week, use the Schedule. If you’re looking for slides by topic, browse below (use the filters).

Slide decks

Streamlit Interfaces

Streamlit

LangGraph

Building interactive web interfaces with Streamlit that wrap LangGraph workflows, with progress indicators and chat state management.

Mar 3, 2026

streamlit,langgraph,web-ui,session-state,streaming,chat

Custom States and Multi-Node Workflows

LangGraph

Workflows

Building complex LangGraph workflows with custom TypedDict states, conditional routing, and reducer patterns.

Feb 27, 2026

langgraph,state,typeddict,reducers,conditional-edges,typer,cli

Semantic Search and Embeddings

Retrieval

RAG

Embeddings

Building semantic search with embeddings and combining keyword and semantic retrieval for hybrid RAG systems.

Feb 24, 2026

semantic-search,embeddings,faiss,hybrid-retrieval,bm25,langchain,langgraph

Multi-turn Chat and Document Retrieval

Chat

Retrieval

RAG

Building conversational agents with memory and document search capabilities.

Feb 3, 2026

multi-turn,conversation,memory,documents,chunking,bm25,retrieval,langchain,langgraph

Tool Calling for LLMs

Tool Use

APIs

Understanding how LLMs use tools, from chat interfaces to API implementations.

Jan 27, 2026

tools,function-calling,langgraph,langchain,code-execution,web-search

Prompt Patterns and Best Practices

Prompting

Concepts

Effective prompting techniques for chat interfaces and API-based LLM applications.

Jan 22, 2026

prompts,patterns,langchain,langgraph,api,best-practices

Python, APIs, and Code Assist

Python

APIs

Tools

Python essentials, working with LLM APIs, and AI-assisted coding in VS Code.

Jan 20, 2026

python,api,langchain,langgraph,code-assist

Introduction to Large Language Models

Concepts

Neural network basics, transformer architecture, and how LLMs generate text.

Jan 15, 2026

llm,neural-networks,transformers

Course Overview and Workflow Setup

Workflow

What this course is, how we’ll work, and how to use GitHub Classroom + autograding successfully.

Jan 13, 2026

github,setup,python