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da4758c | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 | # ---------------------------------------------------------------- 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
)
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