Promptchainer: Chaining Large Language Model Prompts Through Visual Programming

By T. Wu et al.

Published on June 10, 2022

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Table of Contents

1. Introduction
2. Background: Large Language Models, Prompting and Chaining
3. Promptchainer: Interface Requirement Analysis & Design
4. User Feedback Sessions

Summary

This paper discusses the concept of chaining multiple large language model prompts together through visual programming. It explores the challenges of authoring these chains and introduces PromptChainer, an interactive interface designed to support users in building and debugging these chains. The paper also presents user feedback sessions to evaluate the effectiveness of PromptChainer in assisting users with chain authoring tasks.