prompt-in-context-learning
by EgoAlpha
Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3, and FlanT5, with up-to-date and cutting-edge updates.
# Add to your Claude Code skills
git clone https://github.com/EgoAlpha/prompt-in-context-learningAn Open-Source Engineering Guide for Prompt-in-context-learning from EgoAlpha Lab.
<img width="200%" src="./figures/hr.gif" /> <!-- <h3 align="center"> <p>Resources for prompt learning and engineering; Mastery of LLMs like ChatGPT, GPT3, FlanT5, etc.</p> </h3> --> <!-- <h4 align="center"> <p> <a href="./README.md">English</a> | <a href="./chatgptprompt_zh.md">็ฎไฝไธญๆ</a> <p> </h4> --> <p align="center"><a href="#๐-papers">๐ Papers</a> | <a href="./Playground.md">โก๏ธ Playground</a> | <a href="./PromptEngineering.md">๐ Prompt Engineering</a> | <a href="./chatgptprompt.md">๐ ChatGPT Prompt</a> ๏ฝ <a href="./langchain_guide/LangChainTutorial.ipynb">โณ LLMs Usage Guide</a>
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โญ๏ธ Shining โญ๏ธ: This is fresh, daily-updated resources for in-context learning and prompt engineering. As Artificial General Intelligence (AGI) is approaching, letโs take action and become a super learner so as to position ourselves at the forefront of this exciting era and strive for personal and professional greatness.
The resources include:
๐Papers๐: The latest papers about In-Context Learning, Prompt Engineering, Agent, and Foundation Models.
๐Playground๐: Large language models๏ผLLMs๏ผthat enable prompt experimentation.
๐Prompt Engineering๐: Prompt techniques for leveraging large language models.
๐ChatGPT Prompt๐: Prompt examples that can be applied in our work and daily lives.
๐LLMs Usage Guide๐: The method for quickly getting started with large language models by using LangChain.
In the future, there will likely be two types of people on Earth (perhaps even on Mars, but that's a question for Musk):
- Those who enhance their abilities through the use of AIGC;
- Those whose jobs are replaced by AI automation.
๐EgoAlpha: Hello! human๐ค, are you ready?