#13 · Primary category: Prompt Engineering Tools

Awesome-Prompt-Engineering

chatgpt chatgpt-api deep-learning few-shot-learning gpt gpt-3 machine-learning openai prompt prompt-based-learning prompt-engineering prompt-generator prompt-learning prompt-toolkit prompt-tuning promptengineering text-to-image text-to-speech text-to-video

This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc

Project last updated:08/29/26

GitHub Stars

6.3K

Forks

759

Contributors

36

License

Apache-2.0

Why we included this project

Prompt engineering has grown into a sprawling field, and this curated index does the sorting for you. It gathers the key papers, tools, benchmarks, courses, and communities into one place, so you can go from a beginner tutorial to a specific research paper or a prompt-testing library without opening a dozen tabs. The organization is thoughtful: papers are grouped by themes like prompt optimization, in-context learning, and prompt injection security, while the tools section separates management, evaluation, and red-teaming utilities. That makes it useful both for someone learning the craft and for a team surveying what tooling exists before picking a stack. Since it's a curated list rather than a single application, think of it as a map to the ecosystem and a way to track how the field is moving.

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