csinva/iprompt
Finding semantically meaningful and accurate prompts.
This tool helps scientists and data analysts understand underlying patterns in complex datasets by generating natural language explanations. You provide it with a collection of paired inputs and outputs (like text descriptions and their classifications, or numerical data and corresponding results), and it produces a human-readable prompt that describes the relationship. It's designed for anyone who needs to interpret why a dataset behaves the way it does.
No commits in the last 6 months.
Use this if you have a dataset and need a clear, concise, and accurate natural language explanation of the patterns it contains, particularly for tasks like scientific discovery or explaining model behavior.
Not ideal if you are looking for a tool to simply fine-tune a language model or generate uninterpretable embeddings from your data.
Stars
48
Forks
8
Language
Jupyter Notebook
License
—
Category
Last pushed
Oct 30, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/prompt-engineering/csinva/iprompt"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
BoundaryML/baml
The AI framework that adds the engineering to prompt engineering (Python/TS/Ruby/Java/C#/Rust/Go...
deanpeters/product-manager-prompts
A repository of Generative AI prompts for product managers using agents such as ChatGPT, Claude, & Gemini
eudk/awesome-ai-tools
🔴 VERY LARGE AI TOOL LIST! 🔴 Curated list of AI Tools - Updated 2026
jujumilk3/leaked-system-prompts
Collection of leaked system prompts
legeling/PromptHub
一款开源、纯本地 Prompt ，Skill 管理工具，帮助你高效管理、版本控制和复用 Prompt，并一键分发skill | An open-source, local-first AI...