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app.py
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@@ -26,6 +26,13 @@ You MUST:
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- No extra text.
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"""
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def clean_answer(text: str) -> str:
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if not text:
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return ""
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@@ -35,8 +42,22 @@ def clean_answer(text: str) -> str:
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s = s.strip('"\'`')
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if len(s) > 1 and s.endswith("."):
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s = s[:-1].strip()
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return s
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# -------------------------------
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# State
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# -------------------------------
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@@ -67,25 +88,38 @@ class BasicAgent:
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def __call__(self, question: str) -> str:
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print(f"Question: {question[:80]}...")
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-
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try:
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search_result = search_tool.run(
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# 2) Prompt with evidence
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prompt = f"""
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{SYSTEM_PROMPT}
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Question:
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{question}
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Search Results:
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{search_result}
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""".strip()
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# 3) LLM Answer
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response = llm.invoke([HumanMessage(content=prompt)])
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answer = clean_answer(response.content)
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- No extra text.
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"""
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RULES = {
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"number": "Answer with ONLY the number. No words.",
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"date": "Answer with ONLY the year or date. No words.",
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"yesno": "Answer with ONLY Yes or No.",
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"fact": "Answer with ONLY the final answer."
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}
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def clean_answer(text: str) -> str:
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if not text:
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return ""
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s = s.strip('"\'`')
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if len(s) > 1 and s.endswith("."):
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s = s[:-1].strip()
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if s.lower() in ["yes", "no"]:
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s = s.capitalize()
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return s
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def classify_question(q: str) -> str:
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ql = q.lower().strip()
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if any(k in ql for k in ["how many", "how much", "number of", "population"]):
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return "number"
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if any(k in ql for k in ["what year", "when", "date"]):
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return "date"
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if ql.startswith(("is ", "are ", "was ", "were ", "did ", "does ")):
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return "yesno"
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return "fact"
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# -------------------------------
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# State
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# -------------------------------
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def __call__(self, question: str) -> str:
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print(f"Question: {question[:80]}...")
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qtype = classify_question(question)
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rule = RULES[qtype]
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# ๊ฒ์ ์ฟผ๋ฆฌ ๋ณด์ (์ซ์/๋ ์ง๋ Wikipedia ์ฐ์ )
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search_query = question
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if qtype in ["number", "date"]:
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search_query = question + " site:wikipedia.org"
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# ๊ฒ์ (์คํจ ์ 1ํ ์ฌ์๋)
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try:
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search_result = search_tool.run(search_query)
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if not search_result:
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raise RuntimeError("empty search")
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except Exception:
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try:
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search_result = search_tool.run(question)
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except Exception:
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search_result = ""
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prompt = f"""
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{SYSTEM_PROMPT}
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Additional Rules:
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- {rule}
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Question:
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{question}
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Search Results:
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{search_result}
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""".strip()
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response = llm.invoke([HumanMessage(content=prompt)])
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answer = clean_answer(response.content)
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