- Paper https://arxiv.org/abs/2310.06117 - https://baoyu.io/blog/translations/take-a-step-back-evoking-reasoning-via-abstraction-in-large-language-models * 退一步提示法解读 * https://baoyu.io/blog/prompt-engineering/step-back-prompting * https://twitter.com/dotey/status/1718491536948654085 * https://twitter.com/dotey/status/1717753585771950250 * https://cobusgreyling.medium.com/a-new-prompt-engineering-technique-has-been-introduced-called-step-back-prompting-b00e8954cacb * https://levelup.gitconnected.com/step-back-prompting-how-to-make-llm-chatbots-smarter-than-ever-1b938673b8a2 * Langchain * https://twitter.com/langchainai/status/1716482177331011833 * https://github.com/langchain-ai/langchain/blob/master/cookbook/stepback-qa.ipynb * https://github.com/langchain-ai/langchainjs/blob/main/cookbook/step_back.ipynb * RAG 場景也可用 https://levelup.gitconnected.com/step-back-prompting-how-to-make-llm-chatbots-smarter-than-ever-1b938673b8a2 https://cobusgreyling.medium.com/the-langchain-implementation-of-deepminds-step-back-prompting-9d698cf3e0c2 https://mp.weixin.qq.com/s?__biz=MzUxOTgzNzUyNg==&mid=2247488872&idx=1&sn=e81906281be87b0bbd71a7e126acf382&chksm=f9f2d751ce855e4726f20e4641ee54639b73db6bd84902e5139217e12c68e78dea0dbff0f70d#rd