prompt in context learning
Basic Information
This repository is an open-source engineering guide and continuously updated resource hub for prompt-in-context-learning and prompt engineering maintained by EgoAlpha Lab. It aggregates recent research papers, trending AI spotlight items, practical guides and curated lists focused on in-context learning, prompt design, chain-of-thought, retrieval augmented generation, agent research, multimodal prompting and foundation models. The repo provides hands-on materials such as a Playground for prompt experimentation, a LangChain beginner tutorial notebook, a prompt engineering reference, and a collection of ChatGPT-ready prompt examples. The stated goal is to help practitioners, students and researchers learn prompt techniques, track new literature and apply LLMs effectively. The content is organized into topic sections and PaperList directories, updated frequently, and accompanied by history news and acknowledgements. The repository emphasizes accessibility with annotated code examples and step-by-step guidance to lower barriers to building and using LLM-based applications.
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