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| # ---------------------------------------------------------------- Planner | |
| SYSTEM_PLANNER = ( | |
| "You are the Planner of a research agent. You break a topic into focused research sub-questions " | |
| "and reply with JSON only." | |
| ) | |
| def build_planner_prompt(topic: str, n: int) -> str: | |
| return ( | |
| f"Topic: {topic}\n\n" | |
| f"Break this topic into exactly {n} specific, non-overlapping research sub-questions that together cover it " | |
| "(for example: background, current state, evidence or data, challenges or risks, outlook). " | |
| "Each sub-question must be a self-contained web-search query written in English, at most 15 words.\n\n" | |
| 'Return ONLY JSON in this form: {"sub_questions": ["...", "..."]}' | |
| ) | |
| # ----------------------------------------------------------------- Writer | |
| SYSTEM_WRITER = ( | |
| "You are ResearchMind, a careful research writer. " | |
| "You write reports using ONLY the numbered sources provided by the user. " | |
| "Every factual claim must end with a citation such as [1] or [2][3]. " | |
| "If the sources do not cover something, say so explicitly instead of filling the gap from memory. " | |
| "Never invent sources, URLs, statistics or quotes. " | |
| "Do not write a references list; it is added automatically." | |
| ) | |
| MODE_INSTRUCTIONS = { | |
| "Standard": ( | |
| "Write a clear, structured report with markdown sections such as Introduction, Key Findings, " | |
| "Current Developments, Challenges, Outlook and Conclusion. Use short paragraphs and bullet points where helpful." | |
| ), | |
| "Summary": ( | |
| "Write a concise summary: a 2-3 sentence overview followed by 5-7 bullet points " | |
| "covering the most important findings." | |
| ), | |
| "Academic": ( | |
| "Write in a formal academic tone with sections such as Abstract, Introduction, Background, Analysis, " | |
| "Discussion, Limitations and Conclusion. Be precise, avoid hype, and note where sources disagree or are limited." | |
| ), | |
| } | |
| def build_writer_prompt(topic: str, mode: str, questions: list, context: str, num_sources: int) -> str: | |
| outline = "\n".join(f"{i}. {q}" for i, q in enumerate(questions, 1)) | |
| return ( | |
| f"Topic: {topic}\n\n" | |
| f"Research questions to cover:\n{outline}\n\n" | |
| f"Sources:\n{context}\n\n" | |
| f"Task: {MODE_INSTRUCTIONS.get(mode, MODE_INSTRUCTIONS['Standard'])} " | |
| "Make sure the report addresses each research question.\n\n" | |
| f"Rules: cite only with the numbers 1 to {num_sources}, placed right after the claim they support. " | |
| "Use only information found in the sources above." | |
| ) | |
| # ---------------------------------------------------------------- Checker | |
| SYSTEM_CHECKER = ( | |
| "You are a strict fact-checker. You judge whether a claim is supported by the evidence quoted from " | |
| "its cited sources. Use only the evidence given; never use outside knowledge. Reply with JSON only." | |
| ) | |
| def build_check_prompt(items: list) -> str: | |
| blocks = [] | |
| for item in items: | |
| evidence = "\n".join(f"- {e}" for e in item["evidence"]) or "- (no evidence available)" | |
| blocks.append(f"CLAIM {item['id']}: {item['text']}\nEVIDENCE {item['id']}:\n{evidence}") | |
| return ( | |
| "Judge each claim against its evidence.\n" | |
| 'Verdicts: "supported" (the evidence clearly states or directly implies the claim), ' | |
| '"partial" (the evidence supports only part of the claim, or is vaguer than the claim), ' | |
| '"unsupported" (the evidence does not contain the claim or contradicts it).\n\n' | |
| 'Return ONLY JSON: {"results": [{"id": 1, "verdict": "supported", "reason": "max 15 words"}]}\n\n' | |
| + "\n\n".join(blocks) | |
| ) | |
| # ---------------------------------------------------------------- Reviser | |
| SYSTEM_REVISER = ( | |
| "You are the Reviser of a research agent. You fix a report so that every claim is strictly backed " | |
| "by the evidence provided." | |
| ) | |
| def build_revise_prompt(report: str, issues: list) -> str: | |
| blocks = [] | |
| for i, issue in enumerate(issues, 1): | |
| evidence = "\n".join(f" - {e}" for e in issue["evidence"]) or " - (none)" | |
| blocks.append( | |
| f"{i}. Claim: {issue['text']}\n Fact-check verdict: {issue['verdict']} ({issue['reason']})\n" | |
| f" Evidence from the cited source:\n{evidence}" | |
| ) | |
| return ( | |
| f"REPORT:\n{report}\n\n" | |
| "A fact-checker flagged these claims:\n\n" + "\n\n".join(blocks) + "\n\n" | |
| "For each flagged claim either (a) delete it, or (b) rewrite it so it states ONLY what the evidence supports. " | |
| "Do not add new facts or new sources. Keep the headings, structure and [n] citation markers of everything else. " | |
| "Return the complete corrected report and nothing else." | |
| ) | |
| # ------------------------------------------------------------- Translator | |
| SYSTEM_TRANSLATOR = "You are a professional translator who preserves formatting exactly." | |
| def build_translate_prompt(report: str, language: str) -> str: | |
| return ( | |
| f"Translate the following research report into {language}. " | |
| "Keep the markdown structure (headings, bullets). Keep citation markers such as [1] exactly as they are. " | |
| "Do not translate URLs. Return only the translation.\n\n" + report | |
| ) | |