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import asyncio
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import inspect
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from Util.LightRagUtil import configure_logging, initialize_rag, print_stream
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from lightrag import QueryParam
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# 化学
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data = [
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# {"NAME": "Chemistry", "Q": "硝酸光照分解的化学反应方程式是什么", "ChineseName": "化学"},
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{"NAME": "Chemistry", "Q": "氢气与氧气燃烧的现象", "ChineseName": "化学"},
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{"NAME": "Math", "Q": "氧化铁与硝酸的化学反应方程式是什么", "ChineseName": "数学"},
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{"NAME": "Chinese", "Q": "氧化铁与硝酸的化学反应方程式是什么", "ChineseName": "语文"},
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{"NAME": "JiHe", "Q": "三角形两边之和大于第三边的证明", "ChineseName": "几何"}
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]
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# 准备查询的科目
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KEMU = "JiHe" # Chemistry JiHe
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# 查找索引号
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idx = [i for i, d in enumerate(data) if d["NAME"] == KEMU][0]
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async def main():
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try:
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user_prompt = "\n 1、资料中提供化学反应方程式的，一定要严格按提供的Latex公式输出，绝对不允许对Latex公式进行修改 ！"
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user_prompt = user_prompt + "\n 2、如果资料中提供了图片的，一定要严格按照原文提供图片输出，不允许省略或不输出！"
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user_prompt = user_prompt + "\n 3、资料中提到的知识内容，需要判断是否与本次问题相关，不相关的绝对不要输出！"
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rag = await initialize_rag('Topic/' + data[idx]["NAME"])
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resp = await rag.aquery(
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data[idx]["Q"],
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param=QueryParam(mode="hybrid", stream=True, user_prompt=user_prompt),
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# hybrid naive
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)
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if inspect.isasyncgen(resp):
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await print_stream(resp)
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else:
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print(resp)
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except Exception as e:
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print(f"An error occurred: {e}")
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finally:
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if rag:
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await rag.finalize_storages()
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if __name__ == "__main__":
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configure_logging()
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asyncio.run(main())
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