GitHub topics: prompt-optimization
thibaultyou/prompt-blueprint
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.
Size: 195 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 2 - Forks: 1
shobrook/promptimal
A very fast, very minimal prompt optimizer
Language: Python - Size: 4.82 MB - Last synced at: 5 days ago - Pushed at: 6 months ago - Stars: 270 - Forks: 12
microsoft/Trace
End-to-end Generative Optimization for AI Agents
Language: Python - Size: 125 MB - Last synced at: 3 days ago - Pushed at: 20 days ago - Stars: 618 - Forks: 48
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: 6 days ago - Pushed at: 6 days ago - Stars: 518 - Forks: 50
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: 8 days ago - Pushed at: 8 days ago - Stars: 2,712 - Forks: 227
ReLIC71/CaRaFagio
CaRaFagio transforms Claude into your complete generative art assistant with compressed knowledge of art history, techniques, and AI model expertise - just chat naturally and create.
Size: 71.3 KB - Last synced at: 3 days ago - Pushed at: 9 days 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: 2 days ago - Pushed at: over 1 year ago - Stars: 352 - Forks: 15
pjsheals/GetFoundOnAI-Visibility-Library
Prompt strategies, scoring methods, and LLM optimization techniques to get your business found and recommended by AI tools like ChatGPT, Claude, Gemini, and Grok.
Size: 7.81 KB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0
natanim-haile/prompt-optimizer
Prompt Optimizer enhances your prompts for better results in AI applications. Join the community on GitHub and contribute to improving prompt efficiency! ππ
Language: TypeScript - Size: 3.48 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0
phureewat29/sspo
Self-Supervised Prompt Optimization implement in TypeScript. https://arxiv.org/pdf/2502.06855
Language: TypeScript - Size: 44.9 KB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 0 - Forks: 0
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: 159 MB - Last synced at: 7 days ago - Pushed at: 18 days ago - Stars: 5 - Forks: 0
linshenkx/prompt-optimizer
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Language: TypeScript - Size: 3.61 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 7,671 - Forks: 972
Bubobot-Team/mcp-prompt-optimizer
Advanced MCP server providing cutting-edge prompt optimization tools with research-backed strategies
Language: Python - Size: 268 KB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 2 - Forks: 0
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: 20 days ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 1
wanderleyamorim/prompt-architect
Prompt Architect turns ideas into robust, high-impact prompts for LLMs using structured design, proactive constraints, and clarity-driven principles.
Size: 0 Bytes - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 0
anubhab-m02/prompt-wise
Web application designed to help users craft, optimize, and manage prompts for large language models (LLMs)
Language: JavaScript - Size: 56.7 MB - Last synced at: 3 days ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0
BjornMelin/prompt-atlas
Expert-level prompt templates for modern software development using AI pair programming.
Size: 205 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 2
finitearth/promptolution
A framework for prompt optimization and a zoo of prompt optimization algorithms
Language: Python - Size: 8.56 MB - Last synced at: 22 days ago - Pushed at: about 2 months ago - Stars: 16 - Forks: 2
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: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0
ZeroSumEval/ZeroSumEval
A framework for pitting LLMs against each other in an evolving library of games β
Language: Python - Size: 10.4 MB - Last synced at: 2 months ago - Pushed at: 3 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: 3 months ago - Pushed at: 3 months ago - Stars: 1,116 - Forks: 116
davidhaas6/hellaprompt
A package for improving and evaluating LLM prompts
Language: Python - Size: 30.3 KB - Last synced at: 2 months ago - Pushed at: 4 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: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0
BjornMelin/code2prompt
π 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: about 2 months ago - Pushed at: 5 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: 12 months ago - Pushed at: 12 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: about 1 year ago - Pushed at: about 1 year 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
