#大语言模型#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. Published in Nature.
#大语言模型#End-to-end Generative Optimization for AI Agents
#大语言模型#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
#自然语言处理#State-of-the-art prompting techniques implementation with DSpy - Manager-style prompts, role personas, meta-prompting, and more
MCP server integrating GEPA (Genetic-Evolutionary Prompt Architecture) for automatic prompt optimization with Claude Desktop
A framework for pitting LLMs against each other in an evolving library of games ⚔
A lightweight implementation of the GEPA (Genetic-Pareto) prompt optimization method for large language models.
#大语言模型#A framework for prompt optimization and a zoo of prompt optimization algorithms
#大语言模型#PromptCraft is a prompt perturbation toolkit from the character, word, and sentence levels for prompt robustness analysis. PyPI Package: pypi.org/project/promptcraft
#大语言模型#Advanced MCP server providing cutting-edge prompt optimization tools with research-backed strategies
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 ...
#大语言模型#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, outperformin...
#自然语言处理#Enterprise-grade prompt engineering toolkit: Distilled best practices, production-ready meta-prompts, and a professional AI agent that transforms simple requirements into battle-tested prompts.
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".
Expert-level prompt templates for modern software development using AI pair programming.
KSI Ξ Agent Improving Ecosystem. A graph-based orchestration system for evolving AI agents through collaborative improvement and meta-optimization