一款提示词优化器，助力于编写高质量的提示词
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Jan 1, 2026 - TypeScript
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prompt-optimization
Here are 73 public repositories matching this topic...
TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients. Published in Nature.
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Jul 25, 2025 - Python
End-to-end Generative Optimization for AI Agents
python machine-learning ai optimization end-to-end optimizer agents autodiff large-language-models llm prompt-optimization agentic-agi agentic-workflow compound-systems generative-optimization
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Dec 10, 2025 - Python
Unified Go interface for Language Model (LLM) providers. Simplifies LLM integration with flexible prompt management and common task functions.
go golang ai openai language-model structured-output groq dspy llm prompt-engineering generative-ai anthropic genai prompt-optimization generative-ai-tools
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Jul 8, 2025 - Go
Awesome-LLM-Prompt-Optimization: a curated list of advanced prompt optimization and tuning methods in Large Language Models
optimization prompt evolution-strategies prompt-learning prompt-tuning large-language-models llms prompt-optimization llm-optimizer llm-optimization
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Mar 27, 2024
A very fast, very minimal prompt optimizer
genetic-algorithm evolutionary-algorithm prompt-learning prompt-tuning prompt-engineering prompt-optimization
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Jan 5, 2025 - Python
A CLI tool for logging and analyzing Claude Code and Cursor ai-driven coding session.
productivity analysis logging tui project-management cursor developer-analytics claude developer-productivity ai-assisted-development prompt-engineering prompt-optimization workflow-optimization ai-coding vibe-coding claude-code ai-coding-assistant session-analytics dev-analytics
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Dec 10, 2025 - TypeScript
Evolve Agent Development Framework.
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Jan 7, 2026 - Python
A unified, modular Framework for Prompt Optimization
prompt prompt-tuning llm prompt-engineering prompt-optimization automated-prompt-engineering automated-prompt-optimization
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Jan 9, 2026 - Python
SCOPE: Self-evolving Context Optimization via Prompt Evolution - A framework for automatic prompt optimization
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Dec 18, 2025 - Python
A lightweight implementation of the GEPA (Genetic-Pareto) prompt optimization method for large language models.
open-source gemini google-summer-of-code gemma gemini-api prompt-tuning large-language-models student-vscode ollama prompt-optimization fortheloveofcode
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Aug 12, 2025 - Python
State-of-the-art prompting techniques implementation with DSpy - Manager-style prompts, role personas, meta-prompting, and more
python nlp machine-learning natural-language-processing ai artificial-intelligence openai few-shot-learning dspy large-language-models llm prompt-engineering prompt-optimization meta-prompting
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Jun 23, 2025 - Python
MCP server integrating GEPA (Genetic-Evolutionary Prompt Architecture) for automatic prompt optimization with Claude Desktop
python ai mcp evolutionary-algorithms genetic-algorithms prompt-optimization gemini-ai claude-desktop
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Nov 10, 2025 - Python
Claude Code for DSPy: Comprehensive CLI to Optimize Your DSPy Code. our AI-Powered DSPy Development Assistant
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Dec 15, 2025 - Python
A framework for pitting LLMs against each other in an evolving library of games ⚔
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Apr 17, 2025 - Python
🚀 Lightweight Python library for building production LLM applications with smart context management and automatic token optimization. Save 10-20% on API costs while fitting RAG docs, chat history, and prompts into your token budget.
python machine-learning openai ai-agents cost-optimization rag llm prompt-engineering langchain anthropic function-calling prompt-optimization token-optimization
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Dec 23, 2025 - Python
PromptCraft is a prompt perturbation toolkit from the character, word, and sentence levels for prompt robustness analysis. PyPI Package: pypi.org/project/promptcraft
prompt prompt-toolkit sentence-paraphrasing natural-language-prompts large-language-models llm prompt-engineering prompt-generator llms prompt-optimization prompt-perturbation prompt-robustness llm-robustness llms-adversarial-attack character-editing word-manipulation
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Jan 3, 2024 - Python
Advanced MCP server providing cutting-edge prompt optimization tools with research-backed strategies
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Jun 23, 2025 - Python
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.
natural-language-processing best-practices openai developer-tools production-ready ai-agents claude llm prompt-engineering generative-ai chatgpt ai-prompts anthropic enterprise-ai prompt-optimization ai-productivity prompt-templates ai-tooling meta-prompts prompt-blueprints
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Jul 13, 2025
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.
prompt prompt-tuning llm prompt-engineering prompt-optimization automated-prompt-engineering automated-prompt-optimization
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Aug 3, 2025 - Jupyter Notebook
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