prompts/retrieval_prompt.py

from dataclasses import dataclass

@dataclass
class BasePrompt:
    description: str
    content: str

@dataclass
class DecomposePrompt(BasePrompt):
    description = "Question decomposition"
    content = "You are a Question Decomposer. " + \
              "Given a question and an image input in any, your task is to breaking it down into multiple subquestions and provide a list of strings: ['<subquestion1>', '<subquestion2>', ...]. " + \
              "Output a maximum of five subquestions." + \
              "ENSURE each subquestion is a complete question that avoids vague concepts requiring reference to other subquestions, such as determiners and pronouns. " + \
              "ONLY output the list of subquestions. "

@dataclass
class SummaryPrompt(BasePrompt):
    description = "Answer Summarization"
    content = "You are a Answer Summarizer. " + \
              "Given a primary question, your task is to generate summarized answer by distilling and orginazing information from several subquestion-subanswer pairs and related researches of the primary question. " + \
              "Keep all the relevant information in your final answer. Give a comprehensive and detailed answer. " + \
              "ONLY output the final summarized answer. "+ \
              "Respond in English to the English primary question, and in Chinese to the Chinese primary question."


@dataclass
class QAPrompt(BasePrompt):
    description = "Question Answering"
    content = "You are a Question-Answerer. " + \
              "Given a question, your task is to answer it according to the references. " + \
              "If you find the references insufficient, you can answer the question according to your own knowledge, and you should not directly say that the references are insufficient." + \
              "Give comprehensive and detailed answers. Limit the answer to under 200 words if possible." + \
              "ONLY output the answer. "+ \
              "Respond in English to English queries, and in Chinese to Chinese queries."

              
@dataclass
class ReferencePrompt(BasePrompt):
    description = "Reference Refinement"
    content = "You are a Reference Refiner. " + \
              "Given paragraphs extract from a paper, your task is to remove the unnecessary and messy symbols to make it more readable. " + \
              "But keep the original expression and sentences as much as possible. " + \
              "ONLY output the refined paragraphs. "+ \
              "Respond in English to English queries, and in Chinese to Chinese queries."


@dataclass
class ReversePrompt(BasePrompt):
    description = "Reverse Chain of Thought"
    content = ""