Eladlev/AutoPrompt
A framework for prompt tuning using Intent-based Prompt Calibration
Implements Intent-based Prompt Calibration through iterative synthetic data generation and LLM-driven annotation to identify edge cases and refine prompts. Integrates with LangChain, Weights & Biases, and Argilla for human-in-the-loop feedback, supporting classification, generation, and moderation tasks with configurable budget limits (typically <$1 with GPT-4 Turbo).
2,947 stars.
Stars
2,947
Forks
261
Language
Python
License
Apache-2.0
Category
Last pushed
Dec 02, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/prompt-engineering/Eladlev/AutoPrompt"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Compare
Related tools
linshenkx/prompt-optimizer
一款提示词优化器，助力于编写高质量的提示词
Undertone0809/promptulate
🚀Lightweight Large language model automation and Autonomous Language Agents development...
CTLab-ITMO/CoolPrompt
Automatic Prompt Optimization Framework
microsoft/sammo
A library for prompt engineering and optimization (SAMMO = Structure-aware Multi-Objective...
shobrook/promptimal
A very fast, very minimal prompt optimizer