Agentic AI @ UIUC — Spring Slides

This repository is the shared archive for Agentic AI @ UIUC educational content, focused on:

• Claude Code workshops (hands-on sessions)
• Spring lecture materials (slide decks and supporting resources)

Repository Structure

• /claude-code-workshops
  Workshop slide decks and session materials for Claude Code-focused meetings.
• /spring lectures
  Spring semester lecture decks plus a few supporting Python examples.

Claude Code Workshops

Location: /claude-code-workshops

Current files:

• Claude-Code-Workshop-1.pdf
• Claude-Code-Workshop-4.pdf
• OpenClaw_Workshop.pdf

These workshops are intended for practical, guided sessions where members learn by building and exploring workflows directly.

Spring Lectures

Location: /spring lectures

Current files:

• AgenticAI Lecture 1 - Intro-to-Agents.pdf
• AgenticAI Lecture 2 - Prompt Engineering.pdf
• AgenticAI Lecture 3 - Memory Management..pdf
• AgenticAI Lecture 4 - RAG.pdf
• AgenticAI Lecture 8 - ReinforcementLearning.pdf
• AgenticAI Lecture 9 - Evals.pdf
• AgenticAI Lecture 10 - MCP.pdf
• VoiceAgents.pdf
• context-graphs-1.py
• context-graphs-2.py
• reinforcement-learning.py

Lecture topics cover core agentic AI concepts, including agent fundamentals, prompting, memory systems, retrieval-augmented generation, evaluations, MCP, and reinforcement learning foundations.

How Members Should Use This Repo

• Browse workshop or lecture folders to find the latest materials.
• Use PDFs during meetings for presentation flow and discussion.
• Use included .py files as optional examples for follow-up study.
• Keep file names descriptive so members can quickly locate content by topic.

Adding New Materials

When adding content:

1. Place workshop files in /claude-code-workshops.
2. Place lecture files in /spring lectures.
3. Prefer clear names that include topic and sequence (for example, Lecture number + title).
4. Update this README so the file list stays current.

Purpose

The goal is to keep the club’s instructional assets in one discoverable place so new and returning members can quickly catch up, review topics, and prepare for future sessions.