prompt-in-context-learning
Active·★ 2.2k·MIT·Updated 2026-10-27
★ Essential★ Trending
This repository serves as a comprehensive, daily-updated open-source engineering guide for in-context learning and prompt engineering, provided by EgoAlpha Lab. It offers various resources to help users master large language models and stay at the forefront of the AGI era.
#Prompt Engineering#In-Context Learning#Large Language Models#AI Agents#NLP#Communication
01
Features
01Curated collection of the latest research papers on In-Context Learning, Prompt Engineering, Agents, and Foundation Models.
02Interactive playground for experimenting with various large language models.
03Comprehensive guide to prompt engineering techniques for leveraging LLMs effectively.
04Practical ChatGPT prompt examples applicable to work and daily life.
05LLMs usage guide focusing on quick integration and utilization with tools like LangChain.
02
Compatibility
LangChain
Supported
Verified via docs
ChatGPT
Supported
Verified via docs
GPT-3
Supported
Verified via docs
FlanT5
Supported
Verified via docs
03
Quick start
1
$ git clone https://github.com/EgoAlpha/prompt-in-context-learning.git
04
Use cases
↳Learning and mastering advanced prompt engineering techniques for optimal LLM interaction.
↳Experimenting with and comparing different large language models in a dedicated environment.
↳Applying ready-to-use prompt examples to enhance productivity in professional and daily tasks.
05
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