import asyncio
from Util.LightRagUtil import configure_logging, initialize_rag


async def main():
    # 注释掉或删除以下清理代码
    # files_to_delete = [
    #     "graph_chunk_entity_relation.graphml",
    #     "kv_store_doc_status.json",
    #     "kv_store_full_docs.json",
    #     "kv_store_text_chunks.json",
    #     "vdb_chunks.json",
    #     "vdb_entities.json",
    #     "vdb_relationships.json",
    # ]
    # for file in files_to_delete:
    #     file_path = os.path.join(WORKING_DIR, file)
    #     if os.path.exists(file_path):
    #         os.remove(file_path)
    #         print(f"Deleting old file:: {file_path}")

    # 数学
    SOURCE_DIR = r"D:\dsWork\dsProject\dsRagAnything\Tools\output\小学数学教学中的若干问题_MATH_1\auto"
    TXT_FILE = "小学数学教学中的若干问题_MATH_1.md"
    WORKING_DIR="./Math"

    try:
        rag = await initialize_rag(WORKING_DIR)
        with open(SOURCE_DIR +"\\"+ TXT_FILE, "r", encoding="utf-8") as f:
            await rag.ainsert(f.read())
        print("\nIndexing completed successfully!")
    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())