dsProject/dsLightRag/T1_Train.py

import asyncio

from Util.DocxUtil import get_docx_content_by_pandoc
from Util.LightRagUtil import configure_logging, initialize_rag
import os

# 化学
#WORKING_DIR = "./Topic/Chemistry"
#docx_file = 'static/Txt/化学方程式.docx'

# 苏轼
#WORKING_DIR = "./Topic/Chinese"
#docx_file = 'static/Txt/苏轼.docx'

# 数学
WORKING_DIR = "./Topic/Math"
docx_file = 'static/Txt/小学数学教学中的若干问题.docx'

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",
    ]

    # 获取docx文件的内容
    content = get_docx_content_by_pandoc(docx_file)

    # 删除文件
    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}")

    try:
        rag = await initialize_rag(WORKING_DIR)
        await rag.ainsert(content)
        print("\nIndexing completed successfully!")
    except Exception as e:
        print(f"An error occurred: {e}")
    finally:
        await rag.finalize_storages()


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