Week 5: Efficient Adaptation (Prompting & PEFT), Agents

Efficient Adaptation

Agents

EMNLP 2024 Tutorial: Language Agents: Foundations, Prospects, and Risks

LLM Powered Autonomous Agents | Lil'Log

Minimal AI agent tutorial

Basic concepts

agent applications, data and evaluation

Memory

Tool Use

RAG

检索增强生成 (RAG) 技术综述 | Yue Shui 博客