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

一款提示词优化器，助力于编写高质量的提示词

My personal prompt library for various LLMs + scripts & tools. Suitable for models from Deepseek, OpenAI, Claude, Meta, Mistral, Google, Grok, and others.

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 ⚔

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)

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

MetaSC: Test-Time Safety Specification Optimization for Language Models

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

⚙️ Toolkit for creating, testing, and optimizing prompts with version control and analytics to help prompt engineers deliver superior LLM outputs with minimal resources.

🎨 NovelAI Muse: Your pocket-sized creative companion! This Telegram bot serves up a delightful mix of random NovelAI artists and inspiring prompts, igniting your artistic spark. Discover new styles, overcome creative blocks, and generate stunning AI art with ease. ✨

Work in progress, will prolly never finish this

A package for improving and evaluating LLM prompts

🚀 Code2Prompt transforms your codebase ZIP files into structured, prompt-optimized formats (Plaintext, Markdown, XML, JSON) for language models like ChatGPT. Upload your projects, filter unwanted directories and file types, and generate customizable prompts with ease.

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