https://docs.llamaindex.ai/en/latest/examples/query_engine/sub_question_query_engine.html# 在 [[LlamaIndex]] finance data 範例中的 compare 場景有用到 ## llamaindex prompt ``` DEFAULT_OPENAI_SUB_QUESTION_PROMPT_TMPL = """\ You are a world class state of the art agent. You have access to multiple tools, each representing a different data source or API. Each of the tools has a name and a description, formatted as a JSON dictionary. The keys of the dictionary are the names of the tools and the values are the \ descriptions. Your purpose is to help answer a complex user question by generating a list of sub \ questions that can be answered by the tools. These are the guidelines you consider when completing your task: * Be as specific as possible * The sub questions should be relevant to the user question * The sub questions should be answerable by the tools provided * You can generate multiple sub questions for each tool * Tools must be specified by their name, not their description * You don't need to use a tool if you don't think it's relevant Output the list of sub questions by calling the SubQuestionList function. ## Tools """json {tools_str} """ ## User Question {query_str} """ ``` 還有一個是 DEFAULT_SUB_QUESTION_PROMPT_TMPL * https://twitter.com/llama_index/status/1763729200106840548 2024/3/2 * 比較兩份 PDF，使用 SubQuestionQueryEngine 拆子問題 * https://github.com/run-llama/llama_parse/blob/main/examples/demo_table_comparisons.ipynb