This repository is a collection of NotebookLM summary of YouTube classes of LLM Agents.
| SrNo | Class Description | Class Given By | YouTube Link | Notebook LM Link |
|---|---|---|---|---|
| 1 | LLM Reasoning | Denny Zhou, Google DeepMind | CS 194/294-196 (LLM Agents) - Lecture 1, Denny Zhou | NotebookLM Lecture 1 |
| 2 | LLM agents: brief history and overview | Shunyu Yao, OpenAI | CS 194/294-196 (LLM Agents) - Lecture 2, Shunyu Yao | NotebookLM Lecture 2 |
| 3 | Agentic AI Frameworks & AutoGen \n Building a Multimodal Knowledge Assistant | Chi Wang, AutoGen-AI Jerry Liu, LlamaIndex | CS 194/294-196 (LLM Agents) - Lecture 3, Chi Wang and Jerry Liu | NotebookLM Lecture 3 |
| 4 | Enterprise trends for generative AI, and key components of building successful agents/applications | Shunyu Yao, OpenAI | CS 194/294-196 (LLM Agents) - Lecture 4, Burak Gokturk | NotebookLM Lecture 4 |
| 5 | Compound AI Systems & the DSPy Framework | Omar Khattab | CS 194/294-196 (LLM Agents) - Lecture 5, Omar Khattab | NotebookLM Lecture 5 |
| 6 | Agents for Software Development | Graham Neubig, OpenAI | CS 194/294-196 (LLM Agents) - Lecture 6, Graham Neubig | NotebookLM Lecture 6 |
| 7 | AI Agents for Enterprise Workflows | Nicolas Chapados and Alexandre Drouin | CS 194/294-196 (LLM Agents) - Lecture 7, Nicolas Chapados and Alexandre Drouin | NotebookLM Lecture 7 |
| 8 | Towards a unified framework of Neural and Symbolic Decision Making | Yuandong Tian, Meta AI (FAIR) | CS 194/294-196 (LLM Agents) - Lecture 8, Yuandong Tian | NotebookLM Lecture 8 |
| 9 | Foundation Agent | Jim Fan, NVIDIA | LLM Agents - Lecture 9 | LLM Agents - Lecture 9 |
| 10 | Cybersecurity, agents, and open-source | Percy Liang, Stanford University | LLM Agents - Lecture 10, Percy Liang | LLM Agents - Lecture 10 |
| 11 | Measuring Agent capabilities and Anthropic’s RSP | Ben Mann, Anthropic | CS 194/294-196 (LLM Agents) - Lecture 11, Ben Mann | |
| 12 | LLM Agent Safety | Dawn Song, UC Berkeley |