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The Prompt Report

A systematic survey of prompting techniques with a shared vocabulary.

Free Model Guides & Learning arxiv.org
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About The Prompt Report

The Prompt Report is a large academic survey that catalogues dozens of text prompting techniques and builds a taxonomy and vocabulary for them.

The reference to cite when you need research backing.

FAQ

What is The Prompt Report?

A systematic survey of prompting techniques with a shared vocabulary.

Is The Prompt Report free?

Yes. The Prompt Report is free to use.

What are some alternatives to The Prompt Report?

ChatGPT Prompt Engineering for Developers, Claude Prompt Engineering Guide, AI21 Prompt Engineering, Amazon Bedrock Prompt Engineering, Amazon Nova Prompting Best Practices.

Alternatives to The Prompt Report

All model guides & learning →

ChatGPT Prompt Engineering for Developers ★

Free

Free short course by Andrew Ng and OpenAI’s Isa Fulford.

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Claude Prompt Engineering Guide ★

Free

Anthropic’s official prompt engineering documentation for Claude.

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AI21 Prompt Engineering

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AI21 Labs documentation on prompting its Jamba models.

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Amazon Bedrock Prompt Engineering

Free

AWS guide to prompt engineering with links to each model provider’s guide.

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Amazon Nova Prompting Best Practices

Free

Official prompting guide for Amazon Nova understanding models.

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Anthropic Academy

Free

Anthropic’s free course platform for Claude, prompting and agents.

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Anthropic Courses

Open Source

Anthropic’s free educational notebooks, from API basics to prompt evaluations.

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Anthropic Prompt Engineering Tutorial

Free

Free interactive, step-by-step prompt engineering course from Anthropic.

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Azure OpenAI Prompt Engineering

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Microsoft’s prompt engineering techniques for models on Azure.

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Brex Prompt Engineering Guide

Free

Practical prompt engineering notes from the Brex engineering team.

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Cohere Prompt Engineering

Free

Cohere’s introduction to prompt engineering for its models.

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Gemini Prompting Strategies

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Google’s official prompt design guide for Gemini.

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