A curated list of advanced prompt optimization and tuning methods in Large Language Models.
Awesome LLM Prompt Optimization curates research on automatic prompt optimization.
Free and open-source resource.
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Awesome Prompting
A guide to prompt engineering patterns and techniques for better LLM results.
Awesome Context Engineering
Comprehensive survey on Context Engineering covering everything from prompt engineering to production-grade AI systems, including hundreds of papers, frameworks, and implementation guides for LLMs and AI agents in 2026.
Awesome GPT Prompt Engineering
Comprehensive collection of prompt engineering resources, techniques, and tools for working with GPT and other large language models, including prompt libraries, best practices, and community resources.
Awesome Prompt Engineering
A curated collection of resources, tools, papers, and platforms for prompt engineering in large language models and generative AI, covering GPT, ChatGPT, Claude, and other LLMs.
Awesome LLMOps
A curated collection of tools, frameworks, platforms, and best practices for operationalizing Large Language Models, covering deployment, monitoring, evaluation, and production workflows.
Awesome LangChain
A curated collection of tools, projects, tutorials, and resources for LangChain, the popular framework for developing applications powered by large language models through composable components.
