{"repo":"EgoAlpha/prompt-in-context-learning","free":true,"listed":false,"github":"https://github.com/EgoAlpha/prompt-in-context-learning","clone":"git clone https://github.com/EgoAlpha/prompt-in-context-learning.git","description":"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.","language":"Jupyter Notebook","stars":2247,"topics":["chain-of-thought","chatbot","chatgpt","chatgpt-api","cot","in-context-learning","language-modeling","large-language-model","llm","pre-training"],"license":"MIT","category":"ai-agents","readme_excerpt":"An Open-Source Engineering Guide for Prompt-in-context-learning from EgoAlpha Lab. 📝 Papers ⚡️ Playground 🛠 Prompt Engineering 🌍 ChatGPT Prompt ｜ ⛳ LLMs Usage Guide ⭐️ Shining ⭐️: This is fresh, daily-updated resources for in-context learning and prompt engineering. As Artificial General Intelligence (AGI) is approaching, let's 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: 🎉Papers🎉 : The latest papers about In-Context Learning , Prompt Engineering , Agent , and Foundation Models . 🎉Playground🎉 : Large language models（LLMs）that enable prompt experimentation. 🎉Prompt Engineering🎉 : Prompt techniques for leveraging large language models. 🎉ChatGPT Prompt🎉 : Prompt examples that can be applied in our work and daily lives. 🎉LLMs Usage Guide🎉 : 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. Table of Contents - 🔥 AI Spotlight - 📜 Papers - Survey - Prompt Engineering - Prompt Design - Chain of Thought - In-context Learning - Retrieval Augmented Generation - Evaluation \\& Reliability - Agent - Multimodal Prompt - Prompt Application - Foundation Models - 👨‍💻 LLM Usage - ✉️","default_branch":null,"files":null,"tree":[],"storefront":"/r/EgoAlpha","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/EgoAlpha/prompt-in-context-learning/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}