一款提示词优化器，助力于编写高质量的提示词

TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.

A playground of highly experimental prompts, tools & scripts for machine intelligence models from Apple, DeepSeek, OpenAI, Anthropic, Meta, Mistral, Google, xAI & others. Created Alex Bilzerian, maintained by Agents.

End-to-end Generative Optimization for AI Agents

Unified Go interface for Language Model (LLM) providers. Simplifies LLM integration with flexible prompt management and common task functions.

Awesome-LLM-Prompt-Optimization: a curated list of advanced prompt optimization and tuning methods in Large Language Models

A very fast, very minimal prompt optimizer

A framework for pitting LLMs against each other in an evolving library of games ⚔

A framework for prompt optimization and a zoo of prompt optimization algorithms

PromptCraft is a prompt perturbation toolkit from the character, word, and sentence levels for prompt robustness analysis. PyPI Package: pypi.org/project/promptcraft

This repository serves as a central hub for discovering tools and services focused on automated prompt engineering. Whether you're looking to optimize your prompts for generative AI models or enhance the capabilities of your agents, you'll find a wide range of resources here.

Official implementation for "GLaPE: Gold Label-agnostic Prompt Evaluation and Optimization for Large Language Models" (stay tuned & more will be updated)

We introduce CAPO, a novel prompt optimization algorithm that integrates racing and multi-objective optimization for cost-efficiency and leverages few-shot examples and task descriptions, outperforming SOTA discrete prompt optimization methods.

Unofficial langchain implementation of "Large Language Models as Optimizers".

MetaSC: Test-Time Safety Specification Optimization for Language Models

Just released Visual-Prompt-Craft – A simple toolkit for visual prompting with CLIP & ViT

Prompt engineering toolkit with version control and analytics for better LLM outputs.

Expert-level prompt templates for modern software development using AI pair programming.

Transforms your simple queries into advanced, optimized prompts using cutting-edge prompt engineering techniques.

An LLM-RAG powered application where you can talk with your own pdf.