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

async def query(user_prompt,rag_path):
    try:
        rag = await initialize_rag(rag_path)
        resp = await rag.aquery(
            user_prompt,
            param=QueryParam(mode="hybrid", stream=True, user_prompt=user_prompt),
        )
        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__":
    rag_path='./Topic/HuangWanQiao'
    user_prompt = "简洁回复。"
    configure_logging()
    asyncio.run(query(user_prompt,rag_path))