EgoAlpha/prompt-in-context-learning resource

Health v2 · maintenance only

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Adoption not part of the score

2249 stars · 189 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of papers, tutorials, and prompt examples for in-context learning and prompt engineering with LLMs like ChatGPT, GPT-3, and FlanT5. It includes a LangChain-based usage guide in Jupyter notebooks and is updated daily by the EgoAlpha lab.

Use cases

• learn prompt engineering techniques for LLMs
• find recent papers on in-context learning and chain-of-thought
• get started with ChatGPT prompts for work and daily life
• learn LangChain basics with notebooks
• study how large language models work
• find playgrounds to experiment with prompts

When to choose

• you want a curated, regularly updated reading list on prompting and in-context learning
• you are a beginner looking for prompt examples and LLM tutorials
• you want paper references on chain-of-thought and prompt design

When to avoid

• you need production-ready prompt engineering tooling or libraries
• you want runnable software rather than curated resources and notebooks

Facets

learning-resource · maturity active

prompt-engineering nlp llm-inference agent-framework documentation large-language-models artificial-intelligence tutorials awesome-lists python cross-platform awesome-list in-context-learning chain-of-thought chatgpt langchain jupyter-notebooks prompt-design natural-language-processing ai-agents

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