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

# 数学
WORKING_DIR = "./Math"


async def main():
    try:
        rag = await initialize_rag(WORKING_DIR)
        resp = await rag.aquery(
            #"小学数学有哪些模型",
            "小学数学中常用的公式有哪些？",
            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())