prompt-optimization

There are 15 repositories under prompt-optimization topic.

  • linshenkx/prompt-optimizer

    一款提示词优化器，助力于编写高质量的提示词

    Language:TypeScript15k571151.8k

  • zou-group/textgrad

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

    Language:Python2.9k2494250

  • microsoft/Trace

    End-to-end Generative Optimization for AI Agents

    Language:Python64592249

  • teilomillet/gollm

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

    Language:Go558172556

  • jxzhangjhu/Awesome-LLM-Prompt-Optimization

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

    3679116

  • shobrook/promptimal

    A very fast, very minimal prompt optimizer

    Language:Python2855312

  • SuperBruceJia/promptcraft

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

    Language:Python18101

  • The-Swarm-Corporation/awesome-automated-prompt-engineering

    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.

    711

  • thunderous77/GLaPE

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

    Language:Python6101

  • shirindehghani/OPRO

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

    Language:Python4100

  • BjornMelin/ai-powered-development-prompts

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

    2101

  • boudywho/NovelAI-Muse

    🎨 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. ✨

    Language:Python1100

  • vijayg15/Chat-with-your-PDF

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

    Language:Python0100

  • anubhab-m02/prompt-optimizer

    Work in progress, will prolly never finish this

    Language:Python

  • BjornMelin/code2prompt

    🚀 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.

    Language:Python