Introduction

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Last updated on August 7, 2024

We have seen a number of prompting/prompt engineering methods thus far. Now we will cover some advanced applications of prompting that can solve complex reasoning tasks by performing searches for information via the internet, or other external sources.

Sander Schulhoff

Sander Schulhoff is the Founder of Learn Prompting and an ML Researcher at the University of Maryland. He created the first open-source Prompt Engineering guide, reaching 3M+ people and teaching them to use tools like ChatGPT. Sander also led a team behind Prompt Report, the most comprehensive study of prompting ever done, co-authored with researchers from the University of Maryland, OpenAI, Microsoft, Google, Princeton, Stanford, and other leading institutions. This 76-page survey analyzed 1,500+ academic papers and covered 200+ prompting techniques.

Introduction

Sander Schulhoff

🟦 LLMs Using Tools

🟦 Code as Reasoning

🟦 LLMs that Reason and Act