GitHub topics: prompt-optimization
linshenkx/prompt-optimizer
一款提示词优化器，助力于编写高质量的提示词
Language: TypeScript - Size: 3.43 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 5,481 - Forks: 717
KazKozDev/prompt-engineering-studio
Transforms your simple queries into advanced, optimized prompts using cutting-edge prompt engineering techniques.
Language: TypeScript - Size: 53.7 KB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 1 - Forks: 0
microsoft/Trace
End-to-end Generative Optimization for AI Agents
Language: Python - Size: 124 MB - Last synced at: 4 days ago - Pushed at: 10 days ago - Stars: 587 - Forks: 45
BjornMelin/prompt-atlas
Expert-level prompt templates for modern software development using AI pair programming.
Size: 205 KB - Last synced at: 2 days ago - Pushed at: 9 days ago - Stars: 1 - Forks: 2
finitearth/capo
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.
Language: Jupyter Notebook - Size: 157 MB - Last synced at: 4 days ago - Pushed at: 12 days ago - Stars: 5 - Forks: 0
teilomillet/gollm
Unified Go interface for Language Model (LLM) providers. Simplifies LLM integration with flexible prompt management and common task functions.
Language: Go - Size: 23.8 MB - Last synced at: 11 days ago - Pushed at: about 1 month ago - Stars: 485 - Forks: 47
zou-group/textgrad
TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.
Language: Python - Size: 9.96 MB - Last synced at: 19 days ago - Pushed at: 2 months ago - Stars: 2,561 - Forks: 215
hamodywe/Visual-Prompt-Craft
A PyTorch-based toolkit for crafting visual prompts to guide pre-trained vision models (e.g., CLIP, ViT) with improved control and performance in downstream tasks.
Language: TypeScript - Size: 916 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0
jxzhangjhu/Awesome-LLM-Prompt-Optimization
Awesome-LLM-Prompt-Optimization: a curated list of advanced prompt optimization and tuning methods in Large Language Models
Size: 18.6 KB - Last synced at: 30 days ago - Pushed at: about 1 year ago - Stars: 328 - Forks: 13
shobrook/promptimal
A very fast, very minimal prompt optimizer
Language: Python - Size: 4.82 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 259 - Forks: 13
ZeroSumEval/ZeroSumEval
A framework for pitting LLMs against each other in an evolving library of games ⚔
Language: Python - Size: 10.4 MB - Last synced at: 26 days ago - Pushed at: about 2 months ago - Stars: 32 - Forks: 4
abilzerian/LLM-Prompt-Library
A playground of highly experimental prompts, tools & scripts for machine intelligence models from DeepSeek, OpenAI, Anthropic, Meta, Mistral, Google, xAI & others.
Language: Python - Size: 143 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1,116 - Forks: 116
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: Python - Size: 86.9 KB - Last synced at: 18 days ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 1
davidhaas6/hellaprompt
A package for improving and evaluating LLM prompts
Language: Python - Size: 30.3 KB - Last synced at: 26 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
vicgalle/meta-self-critique
MetaSC: Test-Time Safety Specification Optimization for Language Models
Language: Python - Size: 116 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0
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 - Size: 39.1 KB - Last synced at: 19 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
anubhab-m02/prompt-optimizer
Work in progress, will prolly never finish this
Language: Python - Size: 54.1 MB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0
phamkinhquoc2002/rag-best-strategy
Inspired by the paper: "Searching for Best Practices in Retrieval-Augmented Generation" by Wang et al. This repository is dedicated to search for the best RAG strategy.
Language: Python - Size: 188 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0
shirindehghani/OPRO
Unofficial langchain implementation of "Large Language Models as Optimizers".
Language: Python - Size: 413 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0
thunderous77/GLaPE
Official implementation for "GLaPE: Gold Label-agnostic Prompt Evaluation and Optimization for Large Language Models" (stay tuned & more will be updated)
Language: Python - Size: 2.08 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
