Low-code LLM: Graphical User Interface over Large Language Models

arXiv:2304.08103v3 Announce Type: replace
Abstract: Utilizing Large Language Models (LLMs) for complex tasks is challenging, often involving a time-consuming and uncontrollable prompt engineering process. This paper introduces a novel human-LLM interaction framework, Low-code LLM. It incorporates six types of simple low-code visual programming interactions to achieve more controllable and stable responses. Through visual interaction with a graphical user interface, users can incorporate their ideas into the process without writing trivial prompts. The proposed Low-code LLM framework consists of a Planning …

arxiv code code llm cs.cl cs.hc language language models large language large language models llm low low-code type