πŸ”“ Prompt Hacking
🟒 Defensive Measures
🟒 Introduction
🟒 Filtering
🟒 Instruction Defense
🟒 Post-Prompting
🟒 Random Sequence Enclosure
🟒 Sandwich Defense
🟒 XML Tagging
🟒 Separate LLM Evaluation
🟒 Other Approaches
🟒 Offensive Measures
🟒 Introduction
🟒 Obfuscation/Token Smuggling
🟒 Payload Splitting
🟒 Defined Dictionary Attack
🟒 Virtualization
🟒 Indirect Injection
🟒 Recursive Injection
🟒 Code Injection
πŸ”¨ Tooling
Prompt Engineering IDEs
🟒 Introduction
GPT-3 Playground
Dust
Soaked
Everyprompt
Prompt IDE
PromptTools
PromptSource
PromptChainer
Prompts.ai
Snorkel 🚧
Human Loop
Spellbook 🚧
Kolla Prompt 🚧
Lang Chain
OpenPrompt
OpenAI DALLE IDE
Dream Studio
Patience
Promptmetheus
PromptSandbox.io
The Forge AI
AnySolve
Conclusion
πŸ”¨ ToolingPrompt Engineering IDEsPrompt IDE

Prompt IDE

Reading Time: 1 minute
Last updated on August 7, 2024

Sander Schulhoff

Prompt IDE is a research tool for prompt engineering.

Features

Prompt IDE allows for automated testing on datasets.

Footnotes

  1. Strobelt, H., Webson, A., Sanh, V., Hoover, B., Beyer, J., Pfister, H., & Rush, A. M. (2022). Interactive and Visual Prompt Engineering for Ad-hoc Task Adaptation with Large Language Models. arXiv. https://doi.org/10.48550/ARXIV.2208.07852 ↩

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.