import asyncio
import inspect
from Util.LightRagUtil import configure_logging, initialize_rag, print_stream
from lightrag import QueryParam

# 化学
data = [
    {"NAME": "Chemistry", "Q": "氧化铁与硝酸的化学反应方程式是什么", "ChineseName": "化学"},
    {"NAME": "Math", "Q": "氧化铁与硝酸的化学反应方程式是什么", "ChineseName": "数学"},
    {"NAME": "Chinese", "Q": "氧化铁与硝酸的化学反应方程式是什么", "ChineseName": "语文"}]

# 准备查询的科目
KEMU = "Chemistry"

# 查找索引号
idx = [i for i, d in enumerate(data) if d["NAME"] == KEMU][0]

async def main():
    try:
        rag = await initialize_rag('Topic/' + data[idx]["NAME"])
        resp = await rag.aquery(
            data[idx]["Q"],
            param=QueryParam(mode="hybrid", stream=True),
        )
        if inspect.isasyncgen(resp):
            await print_stream(resp)
        else:
            print(resp)
    except Exception as e:
        print(f"An error occurred: {e}")
    finally:
        if rag:
            await rag.finalize_storages()


if __name__ == "__main__":
    configure_logging()
    asyncio.run(main())