Tag: reading-list
All the articles with the tag "reading-list".
Automatic Prompt Engineering with Large Language Models
Published:This research paper introduces Automatic Prompt Engineer (APE), an algorithm that uses large language models (LLMs) to automatically generate and select optimal prompts for various tasks. APE surpasses human performance in prompt engineering by treating instructions as "programs" and optimizing them through a search process guided by LLMs.
VOYAGER: An Open-Ended Embodied Agent with Large Language Models
Published:This paper introduces VOYAGER, a novel AI agent powered by Large Language Models (LLMs) that demonstrates lifelong learning capabilities within the Minecraft environment.
StructRAG: Retrieval-Augmented Generation via Hybrid Information Structurization
Published:This comprehensive study explores the burgeoning field of prompt engineering, encompassing a wide array of techniques used to elicit desired outputs from Generative AI (GenAI) models, particularly focusing on large language models (LLMs).