LLM systems & agents

Slides of the session which looks at LLMs as part of larger systems / as agents (which can use various tools including, e.g., additional database tools etc), can be found here.

Additional materials

If you want to dig a bit deeper, here are (optional!) supplementary readings on some of the topics covered in class. References to papers covered in the slides can be found in the slides:

• Blogpost on LLM Powered Autonomous Agents

• Park et al. (2023) Generative agents: Interactive Simulacra of Human Behavior

• Chen et al. (2024) AutoAgents: A Framework for Automatic Agent Generation

• Ahn et al. (2022) Do As I Can, Not As I Say: Grounding Language in Robotic Affordances