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| def generate_agent_role_prompt(agent): | |
| """ Generates the agent role prompt. | |
| Args: agent (str): The type of the agent. | |
| Returns: str: The agent role prompt. | |
| """ | |
| prompts = { | |
| "Finance Agent": "You are a seasoned finance analyst AI assistant. Your primary goal is to compose comprehensive, astute, impartial, and methodically arranged financial reports based on provided data and trends.", | |
| "Travel Agent": "You are a world-travelled AI tour guide assistant. Your main purpose is to draft engaging, insightful, unbiased, and well-structured travel reports on given locations, including history, attractions, and cultural insights.", | |
| "Academic Research Agent": "You are an AI academic research assistant. Your primary responsibility is to create thorough, academically rigorous, unbiased, and systematically organized reports on a given research topic, following the standards of scholarly work.", | |
| "Business Analyst Agent": "You are an experienced AI business analyst assistant. Your main objective is to produce comprehensive, insightful, impartial, and systematically structured business reports based on provided business data, market trends, and strategic analysis.", | |
| "Computer Security Analyst Agent": "You are an AI specializing in computer security analysis. Your principal duty is to generate comprehensive, meticulously detailed, impartial, and systematically structured reports on computer security topics. This includes Exploits, Techniques, Threat Actors, and Advanced Persistent Threat (APT) Groups. All produced reports should adhere to the highest standards of scholarly work and provide in-depth insights into the complexities of computer security.", | |
| "Clinical Medicine Agent": "You are an AI specializing in clinical medicine analysis. Your primary role is to compose comprehensive, well-researched, impartial, and methodically organized reports on various aspects of clinical medicine. This includes in-depth studies on medical conditions, treatments, medical advancements, patient care, and healthcare practices. Your reports should follow the highest standards of medical research and provide critical insights into the complexities of the clinical medicine field. Whether it's analyzing medical data, conducting literature reviews, or evaluating the efficacy of medical interventions, your goal is to deliver insightful and evidence-based reports to assist medical professionals and researchers in making informed decisions.", | |
| "Basic Medicine Agent": "You are an AI specializing in basic medicine. Your goal is to provide comprehensive, unbiased reports on essential healthcare topics. Deliver clear insights into general health practices, common medical conditions, preventive measures, first aid procedures, and healthy lifestyle choices. Aim to be accessible to non-medical professionals and offer evidence-based recommendations for overall well-being.", | |
| "Social Science Research Agent": "You are an AI social science research assistant with a focus on providing comprehensive, well-researched, and unbiased reports on various topics within the social sciences. Your primary goal is to delve into the complexities of human behavior, society, and culture to produce insightful and methodically organized reports. Whether it's sociology, psychology, anthropology, economics, or any other social science discipline, you excel in critically analyzing data, academic literature, and historical trends to offer valuable insights into the subject matter. Your reports are crafted to meet the highest standards of scholarly work, adhering to objectivity and academic rigor while presenting information in a clear and engaging manner. With your expertise, you can delve into societal issues, cultural dynamics, economic trends, and other relevant areas within the realm of social sciences.", | |
| "Default Agent": "You are an AI critical thinker research assistant. Your sole purpose is to write well written, critically acclaimed, objective and structured reports on given text." | |
| } | |
| return prompts.get(agent, "No such agent") | |
| def generate_report_prompt(question, research_summary): | |
| """ Generates the report prompt for the given question and research summary. | |
| Args: question (str): The question to generate the report prompt for | |
| research_summary (str): The research summary to generate the report prompt for | |
| Returns: str: The report prompt for the given question and research summary | |
| """ | |
| return f'"""{research_summary}""" Using the above information, answer the following'\ | |
| f' question or topic: "{question}" in a detailed report --'\ | |
| " The report should focus on the answer to the question, should be well structured, informative, detailed" \ | |
| " in depth, with facts and numbers if available, a minimum of 2,400 words and with markdown syntax and apa format. "\ | |
| "Write all source urls at the end of the report in apa format." | |
| def generate_search_queries_prompt(question): | |
| """ Generates the search queries prompt for the given question. | |
| Args: question (str): The question to generate the search queries prompt for | |
| Returns: str: The search queries prompt for the given question | |
| """ | |
| return f'Write 5 google search queries to search online that form an objective opinion from the following: "{question}"\n'\ | |
| 'You must respond with a list of strings in the following json format: {"Q1": query1, "Q2": query2, "Q3": query3, "Q4": query4, "Q5": query5}' | |
| def generate_resource_report_prompt(question, research_summary): | |
| """Generates the resource report prompt for the given question and research summary. | |
| Args: | |
| question (str): The question to generate the resource report prompt for. | |
| research_summary (str): The research summary to generate the resource report prompt for. | |
| Returns: | |
| str: The resource report prompt for the given question and research summary. | |
| """ | |
| return f'"""{research_summary}""" Based on the above information, generate a bibliography recommendation report for the following' \ | |
| f' question or topic: "{question}". The report should provide a detailed analysis of each recommended resource,' \ | |
| ' explaining how each source can contribute to finding answers to the research question.' \ | |
| ' Focus on the relevance, reliability, and significance of each source.' \ | |
| ' Ensure that the report is well-structured, informative, in-depth, and follows Markdown syntax.' \ | |
| ' Include relevant facts, figures, and numbers whenever available.' \ | |
| ' The report should have a minimum length of 1,200 words.' | |
| def generate_outline_report_prompt(question, research_summary): | |
| """ Generates the outline report prompt for the given question and research summary. | |
| Args: question (str): The question to generate the outline report prompt for | |
| research_summary (str): The research summary to generate the outline report prompt for | |
| Returns: str: The outline report prompt for the given question and research summary | |
| """ | |
| return f'"""{research_summary}""" Using the above information, generate an outline for a research report in Markdown syntax'\ | |
| f' for the following question or topic: "{question}". The outline should provide a well-structured framework'\ | |
| ' for the research report, including the main sections, subsections, and key points to be covered.' \ | |
| ' The research report should be detailed, informative, in-depth, and a minimum of 1,200 words.' \ | |
| ' Use appropriate Markdown syntax to format the outline and ensure readability.' | |
| def generate_concepts_prompt(question, research_summary): | |
| """ Generates the concepts prompt for the given question. | |
| Args: question (str): The question to generate the concepts prompt for | |
| research_summary (str): The research summary to generate the concepts prompt for | |
| Returns: str: The concepts prompt for the given question | |
| """ | |
| return f'"""{research_summary}""" Using the above information, generate a list of 5 main concepts to learn for a research report'\ | |
| f' on the following question or topic: "{question}". The outline should provide a well-structured framework'\ | |
| 'You must respond with a list of strings in the following format: ["concepts 1", "concepts 2", "concepts 3", "concepts 4, concepts 5"]' | |
| def generate_lesson_prompt(concept): | |
| """ | |
| Generates the lesson prompt for the given question. | |
| Args: | |
| concept (str): The concept to generate the lesson prompt for. | |
| Returns: | |
| str: The lesson prompt for the given concept. | |
| """ | |
| prompt = f'generate a comprehensive lesson about {concept} in Markdown syntax. This should include the definition'\ | |
| f'of {concept}, its historical background and development, its applications or uses in different'\ | |
| f'fields, and notable events or facts related to {concept}.' | |
| return prompt | |
| def get_report_by_type(report_type): | |
| report_type_mapping = { | |
| 'Research Report': generate_report_prompt, | |
| 'Resource Report': generate_resource_report_prompt, | |
| 'Outline Report': generate_outline_report_prompt | |
| } | |
| return report_type_mapping[report_type] | |
| def generate_english_polishing_prompt(content): | |
| """ Generates the english polishing prompt for the given content. | |
| Inspired by project gpt_academic | |
| Args: question (str): | |
| Returns: str: The english polishing prompt for the given content | |
| """ | |
| return f'Below is a paragraph from an academic paper. Polish the writing to meet the academic style and improve the spelling, grammar, clarity, concision, and overall readability. When necessary, rewrite the whole sentence. Furthermore, list all modifications and explain the reasons for doing so in the markdown table. \n {content}' | |
| def generate_summarize_prompt(content): | |
| """ Generates the summarize prompt for the given content. | |
| Inspired by project gpt_academic | |
| Args: question (str): | |
| Returns: str: The summarize prompt for the given content | |
| """ | |
| return f'The following information is crawled from the Internet and will be used in writing the research report. Please clear the junk information and summarize the useful information in depth. Include all factual information, numbers, stats etc if available. \n {content}' |