AI 编程必备 - 零基础 系统化学Python

课程详情

课程核心介绍

AI应用场景贯穿始终,Python编程知识系统精讲,编程小白秒变Python达人。

适合人群

  • 完全零基础,想入门编程的小白
  • 对AI编程感兴趣,想掌握Python这一核心工具的学习者
  • 职场人士,想学习Python提升工作效率
  • 学生党,想提前掌握编程技能,丰富简历
  • 兴趣爱好者,想学会编程,解锁新技能

学习收获

  • 掌握Python基础操作,能独立编写简单代码
  • 掌握Python核心语法,能独立完成小型代码项目
  • 掌握Python在AI领域的基础应用,为后续AI学习铺垫
  • 具备独立编程和问题排查能力

课程亮点

  • 零基础友好:全程零门槛教学,用生活化类比讲解知识点
  • 系统化体系:搭建“基础入门→核心技能→实战应用→AI衔接”的完整体系
  • AI导向教学:重点讲解Python在AI领域的基础应用
  • 实战驱动学习:每节课配套专属实战案例,边学边练
  • 全方位护航:专属学习社群+讲师实时答疑,配套课后练习、作业批改

课程阶段安排

学习阶段 核心内容 学习目标 适配人群
入门启蒙期(1-10课) Python环境搭建、变量、数据类型、基础语法、简单运算 掌握Python基础操作,能独立编写简单代码 完全零基础,从未接触过编程的小白
核心进阶期(11-30课) 条件语句、循环结构、函数、列表、字典、字符串操作 掌握Python核心语法,能独立完成小型代码项目 掌握基础操作,想提升核心编程能力的学习者
实战应用期(31-45课) 文件操作、模块使用、数据处理基础,衔接AI编程入门案例 能独立完成实用小项目,掌握Python在AI领域的基础应用 想衔接AI编程,提升实战能力的学习者
巩固提升期(46-50课) 综合项目实战、常见问题排查、知识点复盘 梳理完整知识体系,解决学习痛点,具备独立编程和问题排查能力 想巩固所学,查漏补缺,实现能力闭环的学习者

课程目录

??1?? ??????
  1-1 ???????????????????.mp4
  1-2 ??????????????.png
??2?? ?????????????Python????AI??????
  2-1 ???????????????????.mp4
  2-2 Python ????????????????????????.mp4
  2-3 ?????AI?????????????????Python?????????????.mp4
  2-4 ????????????Python???????AI?????????.mp4
??3?? Python ?????????????????Cursor????AI Python??????????
  3-1 Python?????????????????????????.mp4
  3-2 Cursor ???????????????.mp4
  3-3 Trae ??????????.mp4
  3-4 Jupyter Notebook?????????????????Python????.mp4
  3-5 ??????????Cursor vs Trae vs Jupyter ?????????.mp4
??4?? Python ?????????Z??????????????????????????AI?????????????
  4-1 ?????????????????????????????????????????????????.mp4
  4-2 ????????print??printf??????????????????.mp4
  4-3 ????????????????Python???????????????.mp4
  4-4 ???????????????AI????????????????.mp4
  4-5 ??????????Z?????????????????????.mp4
??5?? Python ????????????????????????AI??????
  5-1 ??????????????????????Prompt?????.mp4
  5-2 ?????????????????????????AI????????????.mp4
  5-3 ??????????????????AI???????????????.mp4
  5-4 ?????????????????????????????????????.mp4
  5-5 ?????????for in ?????????????????.mp4
  5-6 ????????????range ???????????AI??????????.mp4
  5-7 ????????????????????????AI????????????????.mp4
  5-8 ?????????????????????????????????AI??????.mp4
  5-9 ??????????while ?????????? AI ?????????.mp4
  5-10 ?????????break ????????????? AI ???????.mp4
  5-11 ??????????????????????????????-1.mp4
  5-12 ??????????????????????????????-2.mp4
??6?? Python ??????????AI????????????????
  6-1 ???Dict????????????????????API???????????????.mp4
  6-2 ?????????????????????????AI???????????.mp4
  6-3 ????????????????????????????????AI????????????.mp4
  6-4 ????????import ????????AI????????????.mp4
  6-5 ????????Decimal ???????????????????????-1.mp4
  6-6 ????????Decimal ???????????????????????-2.mp4
  6-7 ??????????????????? ?? ???????????????AI ?????????????????.mp4
  6-8 re????????????????????????????????.mp4
??7?? Python ?????????????????AI???????????
  7-1 ??????????????????????????????.mp4
  7-2 ?????????????????????????????????.mp4
  7-3 ?????????pandas ??????? CSV??Excel??AI ????? 80 % ????????????????-1.mp4
  7-4 ?????????pandas ??????? CSV??Excel??AI ????? 80 % ????????????????-2.mp4
  7-5 ?????????pandas ?????????? Excel??AI ??????????????.mp4
  7-6 ?????????????????openpyxl ?????????????????.mp4
??8?? Python ???????? API??????AI???????????????????
  8-1 ?????????DeepSeek API ?? ???????????????????????-1.mp4
  8-2 ?????????DeepSeek API ?? ???????????????????????-2.mp4
  8-3 GET??????????????????????????AI ???????????.mp4
  8-4 POST???????????????????????????????? GET ?????????.mp4
  8-5 ???????Deep API ???????.mp4
  8-6 ????????DeepSeek ?????????? ?? ?????????Token ?????????-1.mp4
  8-7 ????????DeepSeek ?????????? ?? ?????????Token ?????????-2.mp4
??9?? Python ?????????????AI???????????
  9-1 ??????????????????????AI???????????.mp4
  9-2 ????????????????????????????.mp4
  9-3 ?????????init??self?????????.mp4
  9-4 ??????????????????????????.mp4
  9-5 ??????????????????????????.mp4
  9-6 ???????????????????.mp4
  9-7 ????????OOP ???????? ?? ?????????????????.mp4
??10?? Python ????????????
  10-1 ??????????????Pyenv-win ???Python???????.mp4
  10-2 ??????????????Pyenv-win ???Python???????.mp4
  10-3 venv ?????????????????????????.mp4
  10-4 src ???????Python ????? 4 ??????????????????????????????.mp4
  10-5 ?????????????__init__ ?????????????.mp4
  10-6 ??????????????????? vs ???????? & Pathlib ??????????.mp4
  10-7 ????????????????NFC ??Z???????????????.mp4
  10-8 ????????.env + config.py ??????????????????????.mp4
  10-9 Git ???? & ??????????? .gitignore ?????.mp4
  10-10 Git ???? & ??????????? .gitignore ?????.mp4
  10-11 pip ?????????????????????????????.mp4
??11?? ???????????? Agent ????????????
  11-1 ???????????? Agent ??????????????????????-???l??.mp4
  11-2 Agent ???????? ???????????????????(?).mp4
  11-3 Agent ???????? ???????????????????(????.mp4
  11-4 Agent ???????????????????????????.mp4
  11-5 Agent ?????????????????????????????.mp4
  11-6 Agent ???????? ????????????????????.mp4
  11-7 Agent ???????? ????????????????????.mp4
  11-8 ????????Agent ???????D?? - GUI ????????????.mp4
??12?? ???????????PPT???????Agent????
  12-1 ??????dotenv ???????? ?? pathlib ??????? ?? ?????????.mp4
  12-2 API ?????????requests ???? ?? ??? iter_lines ?? ???????????.mp4
  12-3 PPT ??????python-pptx ?? JSON??Slide ??? ?? ?????????.mp4
  12-4 ?????????Prompt ??? ?? ?????????? ?? ???????????.mp4
  12-5 ??????????????????????.mp4
  12-6 ??????????????????????.mp4
  12-7 ????????pytest ?? Mock ?? ??????????????.mp4
??13?? ?????????????????????????
  13-1 ??????????????????????????Agent??.mp4
  13-2 ????????????????????????????????????????????????.mp4
  13-3 ??????PDF-LlamaIndex VectorStoreIndex ?? ?????????????????.mp4
  13-4 ?????????????????????????????????????????????????????????.mp4
  13-5 ??????????????????????????????????????????????????????.mp4
  13-6 ???????LlamaIndex ????????????????.mp4
  13-7 ????????LlamaIndex ????? ?? DeepSeek LLM?????????????????????????.mp4
  13-8 ????????LlamaIndex ????? ?? DeepSeek LLM?????????????????????????.mp4
????????
  Python ??????????? AI ????.png
  Python ??????????? AI ????.xmind
  python?????.md
  ?????
    1.1 ???????????????????.pptx
    1.2 Python ???????????????????????????????????.pptx
    1.3 ?????AI?????????????????Python?????????????.pptx
    1.3 ?????AI?????????????????Python?????????????.txt
    1.4 ????????????Python???????AI?????????.pptx
    cursor_python.md
  ??????
    7.1
      .env
      salary_slips_leader.xlsx
      ?????????AI.py
      ???.py
      ????2.py
      ????3.py
      ????4.py
      ????.py
      ???.txt
      ???????????.py
    7.2
      01_????GET????2.py
      01_????GET????3.py
      01_????GET????4.py
      01_????GET????5.py
      01_????GET????6.py
      01_????GET????.py
      ???.txt
    7.3
      02_POST??????????2.py
      02_POST??????????3.py
      02_POST??????????4.py
      02_POST??????????5.py
      02_POST??????????6.py
      02_POST??????????7.py
      02_POST??????????.py
      ???.txt
    7.4
      ???.txt
      ??????????????2.py
      ??????????????3.py
      ??????????????4.py
      ??????????????5.py
      ??????????????6.py
      ??????????????7.py
      ??????????????8.py
      ??????????????.py
    7.5
      ??????.py
      ?????2.py
      ?????-????.py
      ?????.py
      ???.txt
    7.6
      project
        ?????????_????? GET ????.py
        ??????????_???? POST ???.py
        ?????????_GET + ??????? & ????? Header.py
        ?????????_??? & ??????.py
      ???.txt
    7.7
      429???????????.py
      .env
      README_requests???.md
      project
        .env
        salary_slips_leader.xlsx
        ?????????AI.py
        ?????????.py
        ??????????_load.py
        ?????????.py
        ?????????_?????????.py
        ??????????_??????????2.py
        ??????????_??????????3.py
        ??????????_??????????4.py
        ??????????_??????????5.py
        ??????????_??????????.py
        ?????????_????2.py
        ?????????_????3.py
        ?????????_????.py
      salary_slips_leader.xlsx
      ?????????AI.py
      ???.txt
  ??????
    3.1.py
    3.1.txt
    3.2.py
    3.2.txt
    3.3
      3.3.txt
      Python???????????????.py
      bin_ge_girlfriend2.py
      bin_ge_girlfriend3.py
      bin_ge_girlfriend.py
      compare_operators_example.py
    3.4
      test.py
      ???????.py
      ?????.py
      ???.txt
    3.5
      .ipynb_checkpoints
        python_best_practices-checkpoint.ipynb
      PEP 8?????.py
      my_project_template
        .gitignore
        README.md
        config.py
        main.py
        requirements.txt
        src
          data_loader.py
          model.py
          utils.py
      my_project_template.zip
      python_best_practices.ipynb
      salary_slips_leader.xlsx
      ??????.py
    PPT
      3.1 ?????????????????????????????????????????????????.pptx
      3.2 ????????print??f-string??????????????????.pptx
      3.3 ??????????????? Prompt ????????.pptx
      3.3 ??????????????? Prompt ????????_20250701_084226.pptx
      3.4 ???????????????AI????????????????.pptx
      3.5 ?????Z???????????????????.pptx
  ?????
    9.1
      ???.md
    9.2
      check_venv.py
      hello.py
      ???.md
    9.3
      demo
        coolproj
          .gitignore
          README.md
          data
            .gitkeep
          pyproject.toml
          src
            coolproj
              __init__.py
              common
                __init__.py
                config.py
              main.py
              utils
                __init__.py
                file_io.py
          tests
            __init__.py
            test_config.py
            test_file_io.py
      ???.md
    9.4
      src
        __init__.py
        __pycache__
          __init__.cpython-313.pyc
        coolproj
          __init__.py
          __pycache__
            __init__.cpython-313.pyc
            main.cpython-313.pyc
          common
            __init__.py
            __pycache__
              __init__.cpython-313.pyc
              config.cpython-313.pyc
            config.py
          main.py
          utils
            __init__.py
            __pycache__
              __init__.cpython-313.pyc
              math_tools.cpython-313.pyc
            math_tools.py
      ???.md
    9.5
      data
        sample.txt
      src
        __init__.py
        __pycache__
          __init__.cpython-313.pyc
        coolproj
          __init__.py
          __pycache__
            __init__.cpython-313.pyc
            main.cpython-313.pyc
            path_demo.cpython-313.pyc
          common
            __init__.py
            __pycache__
              __init__.cpython-313.pyc
              config.cpython-313.pyc
            config.py
          main.py
          path_demo.py
          utils
            __init__.py
            __pycache__
              __init__.cpython-313.pyc
              math_tools.cpython-313.pyc
            math_tools.py
      ???.md
    9.6
      src
        __init__.py
        __pycache__
          __init__.cpython-313.pyc
        coolproj
          __init__.py
          __pycache__
            __init__.cpython-313.pyc
            main.cpython-313.pyc
            path_demo.cpython-313.pyc
          common
            __init__.py
            __pycache__
              __init__.cpython-313.pyc
              config.cpython-313.pyc
            config.py
          main.py
          path_demo.py
          utils
            __init__.py
            __pycache__
              __init__.cpython-313.pyc
              math_tools.cpython-313.pyc
            filename_safe.py
            math_tools.py
            text_fixers2.py
            text_fixers.py.py
      ???.md
      ??????????V1??_.txt
    9.7
      .env
      src
        __init__.py
        __pycache__
          __init__.cpython-313.pyc
        coolproj
          __init__.py
          __pycache__
            __init__.cpython-313.pyc
            main.cpython-313.pyc
            path_demo.cpython-313.pyc
          common
            __init__.py
            __pycache__
              __init__.cpython-313.pyc
              config.cpython-313.pyc
            config.py
          main.py
          path_demo.py
          utils
            __init__.py
            __pycache__
              __init__.cpython-313.pyc
              math_tools.cpython-313.pyc
            filename_safe.py
            math_tools.py
            text_fixers2.py
            text_fixers.py.py
      ???.md
    9.8
      .gitignore
      src
        __init__.py
        __pycache__
          __init__.cpython-313.pyc
        coolproj
          __init__.py
          __pycache__
            __init__.cpython-313.pyc
            main.cpython-313.pyc
            path_demo.cpython-313.pyc
          common
            __init__.py
            __pycache__
              __init__.cpython-313.pyc
              config.cpython-313.pyc
            config.py
          main.py
          path_demo.py
          utils
            __init__.py
            __pycache__
              __init__.cpython-313.pyc
              math_tools.cpython-313.pyc
            filename_safe.py
            math_tools.py
            text_fixers2.py
            text_fixers.py.py
      ???.md
    9.9
      .env
      .gitignore
      .python-version
      requirements.in
      requirements.txt
      src
        __init__.py
        __pycache__
          __init__.cpython-313.pyc
        coolproj
          __init__.py
          __pycache__
            __init__.cpython-313.pyc
            main.cpython-313.pyc
            path_demo.cpython-313.pyc
          common
            __init__.py
            __pycache__
              __init__.cpython-313.pyc
              config.cpython-313.pyc
            config.py
          main.py
          path_demo.py
          utils
            __init__.py
            __pycache__
              __init__.cpython-313.pyc
              math_tools.cpython-313.pyc
            filename_safe.py
            math_tools.py
            text_fixers2.py
            text_fixers.py.py
      ???.md
    9.10
      README.md
      README_bak.md
      requirements.in
      requirements.txt
      ???.md
  ?????
    2.2
      2.2.pdf
      add.py
      todo.py
    2.3
      add_trae.py
    2.4
      .ipynb_checkpoints
        add2-checkpoint.ipynb
        add-checkpoint.ipynb
      add2.ipynb
      add.ipynb
    PPT
      2.1 Python?????????????????????????.pptx
      2.2 Cursor ???????????????.pptx
      2.3 Trae ??????????.pptx
      2.4 Jupyter Notebook?????????????????Python????.pptx
    ?????_???????_20250613.xlsx
  ??????
    5.1
      award_info.py
      salary_slips_leader.xlsx
      ???1.py
      ??????????.py
      ?????????????????.py
      ???.txt
    5.2
      ???????4.py
      ???????5.py
      ??????????2.py
      ??????????3.py
      ??????????6.py
      ??????????7.py
      ??????????8.py
      ??????????9.py
      ??????????.py
      ???.txt
    5.3
      ???????????2.py
      ???????????3.py
      ???????????4.py
      ???????????5.py
      ???????????6.py
      ???????????.py
      ???.txt
    5.4
      add_employee_id.py
      common.py
      data.py
      utils.py
      ????2.py
      ????3.py
      ????.py
      ???.txt
    5.5
      safe_float??.py
      ????????????.py
      ?????????????.py
      ???.txt
      ??????2.py
      ??????3.py
      ??????4.py
      ??????5.py
      ??????6.py
      ??????7.py
      ??????8.py
      ??????9.py
      ??????.py
    5.6
      math_demo.py
      ??w?????.py
      ???.txt
      ??????2.py
      ??????3.py
      ??????4.py
      ??????5.py
      ??????.py
    5.7
      award_info.py
      ???????2.py
      ???????3.py
      ???????.py
      ???.txt
  ?????
    8.1
      ???.txt
      ?????????_??????????????????.py
      ??????????_???????????????????.py
      ?????????_???????.py
      ???????????.py
    8.2
      ???.txt
      ?????????.py
      ?????????.py
    8.3
      calc.py
      person2.py
      person.py
      self2.py
      self3.py
      self4.py
      self.py
      ???.txt
    8.4
      ???????????2.py
      ???????????3.py
      ???????????4.py
      ???????????5.py
      ???????????6.py
      ???????????.py
      ???.txt
    8.5
      Person2.py
      Person3.py
      Person4.py
      Person.py
      ???.py
      ???.txt
    8.6
      ???.txt
      ???2.py
      ???3.py
      ???4.py
      ???.py
    8.7
      bonus_????.csv
      bonus_????.csv
      payroll_2025-06-25.csv
      project
        ??????1-2.py
        ??????1.py
        ??????2.py
        ??????3.py
  ??????
    6.1
      award_info.py
      hello.txt
      ?????????-???????2.py
      ?????????.py
      ???????????.txt
      ???????2.py
      ???????.py
      ???????2.py
      ???????3.py
      ???????4.py
      ???????5.py
      ???????.py
      ??????.py
      ???.txt
    6.2
      abc
        ???????3.py
      demo
        hello2.txt
      ?????????csv?????.py
      ???????2.py
      ???????4.py
      ???????5.py
      ???????6.py
      ???????7.py
      ???????.py
      ???????????.py
    6.3
      award_info.py
      ?????????-???????2.py
      ?????????.py
      ?????????_????csv?????????.py
      ?????????_????xlsx.py
      ???????????.txt
      ????????????.csv
      ?????????csv?????.py
      ???.txt
      ???CSV???.py
    6.4
      project
        README.md
        create_excel.py
        sample_data.xlsx
        ???????.xlsx
        ???????????.xlsx
        ?????????_???????.py
        ?????????_???????.py
        ??????????_?????.py
        ????????_????????.py
        ?????????_??????.py
        ?????????_???????.py
        ????????_???????.py
        ??????????_??????.py
        ?????????_?????.py
        ????????.csv
      sample_data.xlsx
      ????CSV???.py
      ???????.xlsx
      ?????????_????xlsx.py
      ????????????.csv
      ????????????.xlsx
      ???.txt
      ???CSV???.py
    6.5
      openpyxl ????????? Excel ????????????????.md
      openpyxl ????????? 10 ?????????.md
      openpyxl ????????? 10 ?????????.pdf
      openxl????2.py
      openxl????.py
      project
        create_excel_template.py
        index.html
        script.js
        style.css
        ??????????.xlsx
      ????.py
      ??????????.xlsx
      ???????.py
      ??????
        ??????-??????.xlsx
        ????-??????.xlsx
        ??????-??????.xlsx
        ???-??????.xlsx
        ?????-??????.xlsx
      ?????????????.xlsx
      ????????2.py
      ??????.py
      ???????.py
      ??????????.py
      ????.py
      ???????.py
  ??????
    11.1-11.4
      .env
      .python-version
      README.md
      build_ppt_simple.py
      data
        ppt_data.json
      dist
        AI???????.pptx
        AI???????_data.json
        AI??????????.pptx
        Python???????.pptx
        sample.pptx
        ???????????????????.pptx
      env_template
      gen_demo_json.py
      src
        README.md
        coolproj
          __init__.py
          __pycache__
            __init__.cpython-313.pyc
            book_pitch_manager.cpython-313.pyc
            main.cpython-313.pyc
          common
            __init__.py
            __pycache__
              __init__.cpython-313.pyc
              config.cpython-313.pyc
            config.py
          gui
            __init__.py
            __pycache__
              __init__.cpython-313.pyc
              main_window.cpython-313.pyc
            main_window.py
          main.py
          topic.docx
          utils
            __init__.py
            __pycache__
              __init__.cpython-313.pyc
              api_client.cpython-313.pyc
              content_generator.cpython-313.pyc
              document_processor.cpython-313.pyc
              ppt_generator.cpython-313.pyc
              sensitive_filter.cpython-313.pyc
              text_cleaner.cpython-313.pyc
            api_client.py
            content_generator.py
            ppt_generator.py
      template
        template.pptx
      test
        __pycache__
          test_basic.cpython-313-pytest-7.4.3.pyc
        requirements.txt
        test_basic.py
      ?????_???????????.md
      ?????_???????????.py
      ??????_PPT???????.md
      ??????_PPT???????.py
      ??????_PPT???????_study.py
      ?????_API???????.md
      ?????_API???????.py
      ?????_API???????_study.py
      ????_?????????.md
      ????_?????????.py
      ??????_????????.md
      ?????_???????????.md
      ?????_???????????.py
      ?????_???????????_study.py
      ??????????????.md
      ????????????????.md
    11.5
      .env
      .python-version
      README.md
      data
        images
          slide_1.png
          slide_1_test.png
          slide_2.png
          slide_2_test.png
          slide_3.png
          slide_3_test.png
          slide_4.png
          slide_4_test.png
          slide_5.png
          slide_5_test.png
          slide_6.png
          slide_7.png
          slide_8.png
          slide_9.png
          slide_10.png
        ppt_data.json
        ppt_data_test.json
      dist
        java????????.pptx
        sample.pptx
      env_template
      output
        test_ppt_output.pptx
      src
        coolproj
          __init__.py
          __pycache__
            __init__.cpython-313.pyc
            book_pitch_manager.cpython-313.pyc
            main.cpython-313.pyc
          common
            __init__.py
            __pycache__
              __init__.cpython-313.pyc
              config.cpython-313.pyc
            config.py
          main.py
          utils
            __init__.py
            __pycache__
              __init__.cpython-313.pyc
              api_client.cpython-313.pyc
              content_generator.cpython-313.pyc
              document_processor.cpython-313.pyc
              ppt_generator.cpython-313.pyc
              sensitive_filter.cpython-313.pyc
              text_cleaner.cpython-313.pyc
            api_client.py
            content_generator.py
            ppt_generator.py
      src.zip
      template
        template.pptx
      test
        __pycache__
          test_basic.cpython-313-pytest-7.4.3.pyc
        requirements.txt
        test_basic.py
        test_ppt_data.json
        test_ppt_data_real_image.json
      test_content_generator.py
      test_ppt_from_json.py
      test_ppt_generator.py
    11.6
      .env
      .python-version
      README.md
      data
        images
          slide_1.png
          slide_1_test.png
          slide_2.png
          slide_2_test.png
          slide_3.png
          slide_3_test.png
          slide_4.png
          slide_4_test.png
          slide_5.png
          slide_5_test.png
          slide_6.png
          slide_7.png
          slide_8.png
          slide_9.png
          slide_10.png
        ppt_data.json
        ppt_data_test.json
      output
        test_ppt_output.pptx
      src
        coolproj
          __init__.py
          __pycache__
            __init__.cpython-313.pyc
            book_pitch_manager.cpython-313.pyc
            main.cpython-313.pyc
          common
            __init__.py
            __pycache__
              __init__.cpython-313.pyc
              config.cpython-313.pyc
            config.py
          main.py
          utils
            __init__.py
            __pycache__
              __init__.cpython-313.pyc
              api_client.cpython-313.pyc
              content_generator.cpython-313.pyc
              document_processor.cpython-313.pyc
              ppt_generator.cpython-313.pyc
              sensitive_filter.cpython-313.pyc
              text_cleaner.cpython-313.pyc
            api_client.py
            content_generator.py
            ppt_generator.py
      template
        template.pptx
      test
        __pycache__
          test_basic.cpython-313-pytest-7.4.3.pyc
        requirements.txt
        test_basic.py
        test_ppt_data.json
        test_ppt_data_real_image.json
      test_api_interface.py
      test_content_generator.py
      test_functional.py
      test_integration.py
      test_ppt_from_json.py
      test_ppt_generator.py
      ???????????.md
      ??????_????????.md
  ???????
    12.1-12.7
      basic
        ?????.md
        ?????_???????.py
        ??????_????????????????.py
        ?????_PDF???????????.py
        ????_??????????????.py
        ??????_LLM???????.py
        ?????_?????????????????.py
      data
        AAPL_Q4.pdf
        gen_pdf.py
      doc
        ?????_???????.md
        ??????_????????????????.md
        ?????_PDF???????????.md
        ????_??????????????.md
        ??????_LLM???????.md
        ?????_?????????????????.md
    12.8
      doc
        README.md
        finance_pdf???__01.md
        finance_????????+??????????+LLM????09.md
        finance_????????+????????_08.md
        finance_????????????__03.md
        finance_??????????????__05.md
        finance_??????????????__06.md
        finance_??????????__02.md
        finance_??????__07.md
        finance_??????__04.md
        ?????_???????.md
        ??????_????????????????.md
        ?????_PDF???????????.md
        ????_??????????????.md
        ??????_LLM???????.md
        ?????_?????????????????.md
        ????????.md
      fin_analysis_sys
        .env
        README.md
        data
          AAPL_Q4.pdf
          gen_pdf.py
        doc
          finance_pdf???__01.md
          finance_????????+??????????+LLM????09.md
          finance_????????+????????_08.md
          finance_????????????__03.md
          finance_??????????????__05.md
          finance_??????????????__06.md
          finance_??????????__02.md
          finance_??????__07.md
          finance_??????__04.md
        finance_pdf???__01.py
        finance_????????+??????????+LLM????09.py
        finance_????????+????????_08.py
        finance_????????????__03.py
        finance_??????????????__05.py
        finance_??????????????__06.py
        finance_??????????__02.py
        finance_??????__07.py
        finance_??????__04.py
        models
          bge-small-zh-v1.5
            1_Pooling
              config.json
            .git
              HEAD
              config
              description
              hooks
                applypatch-msg.sample
                commit-msg.sample
                fsmonitor-watchman.sample
                post-checkout
                post-commit
                post-merge
                post-update.sample
                pre-applypatch.sample
                pre-commit.sample
                pre-merge-commit.sample
                pre-push
                pre-push.sample
                pre-rebase.sample
                pre-receive.sample
                prepare-commit-msg.sample
                push-to-checkout.sample
                sendemail-validate.sample
                update.sample
              index
              info
                exclude
              lfs
                objects
                  7c
                    5f
                      7c5fe667bbed05dc10e246e229b701ad266fe4d95ab946e9e5aa402056611b88
                  35
                    47
                      354763b9b1357bc9c44f62c6be2276321081ed2567773608c0d0785b61d5a026
              logs
                HEAD
                refs
                  heads
                    main
                  remotes
                    origin
                      HEAD
              objects
                0c
                  b94a608234035efac1d32d6fa52902812d7561
                  fcd485205a480b5cd628767400a5a143cbddf5
                1c
                  e036d6743033a999be85c723440792ae1e2808
                2d
                  4b4a3ecb8fb11379c0e69e185c0dfe51f8bb48
                3a
                  59388f0fd1bd22dec2ce7902c1be8e1fb84107
                4b
                  f3c54884c552e68da7eb27f3e9bdc5a32e32d4
                4e
                  17e244a0fb63bfb78fca8fcf95079fcc664f5c
                05
                  3a98acee0a402a6b16bd955c22eb43e886ffb7
                6e
                  72d86ff270771932a14dad061b0b7af6ba974b
                7b
                  fbb23f341da0d6c9ed6bbc2650b18095c60d3f
                08
                  2b8e246f172370b5bd5716b5946905f8f5be56
                13
                  942ee7a1615d20a84b41e800c63775e174f97f
                20
                  e39cd51a31d3afb1d003a9a4239f527530b1c0
                26
                  478543676740eb665f803ca07f3f7f478857c8
                32
                  897cd3e640101ba184f8c4ccd896981de3804a
                34
                  3f0900dd5d5bc0e91d9fd66666041001c9a64c
                44
                  05a6aa9f613e03fa6485587ea34b8a1be21e57
                52
                  042eec353a464bd546b4b55c57c2684873e24f
                60
                  8d0ad0eacf378c97a6e4e3bba7cbf56744a961
                61
                  4204d108227dfd387150c2d687aa5b33316575
                79
                  99e1d3359715c523056ef9478215996d62a620
                80
                  65fe3f72847c564c8b0345e0219acaafdb66e5
                95
                  2a9b81c0bfd99800fabf352f69c7ccd46c5e43
                a6
                  344aac8c09253b3b630fb776ae94478aa0275b
                a7
                  ec18349c42fc774b0e86af26215e38a10fbe9d
                a8
                  b3208c2884c4efb86e49300fdd3dc877220cdf
                ad
                  40f56e7b2275503ed3ba340950984b658ec07b
                  c231d521dbf32beccb99f0daa1862e18e35127
                b9
                  c5cd193b62e1dbc1c9bb1eaa41ee207d58ed83
                bf
                  50843352ec367f66cf63e80a810fd8269500d7
                c6
                  01654e0c08e83765835d799d2a3ec75aa82940
                c9
                  c382e16d86cb006f02d70a1d54c774afcd6f25
                ca
                  4f9781030019ab9b253c6dcb8c7878b6dc87a5
                  aa3103875eb24932eaa65f76658f6967972d53
                cd
                  b3043fc938fc918c06e66cf704c2ba58f88747
                d2
                  247575d64ee71972c711ccb782734a990889b5
                dc
                  b0c0d97d09b930d13600b1a773ddb27e441aab
                e2
                  5f4f3261cf0c6156611f5b5fdba0825859f4f3
                e5
                  34609e6b53ac54bd42d8e87995d21a73b90bad
                ea
                  85692bff64b0d1917833c31ddbca8ab10f5455
                f0
                  a3ffbd80eb817ece290d57976319a542d3ce00
                f5
                  95ed80fd2b7f0241dcdf0cc5d91b9cb203a1dd
                f7
                  9ec8dfc5812a1d5d7d2e69253eb9054be2246d
                  640f94e81bb7f4f04daf1668850b38763a13d9
              packed-refs
              refs
                heads
                  main
                remotes
                  origin
                    HEAD
            .gitattributes
            README.md
            config.json
            config_sentence_transformers.json
            model.safetensors
            modules.json
            pytorch_model.bin
            sentence_bert_config.json
            special_tokens_map.json
            tokenizer.json
            tokenizer_config.json
            vocab.txt
        requirements.txt
        src
          __init__.py
          __pycache__
            __init__.cpython-313.pyc
          coolproj
            __init__.py
            __pycache__
              __init__.cpython-313.pyc
              main.cpython-313.pyc
            common
              config.py
            main.py
            utils
              __pycache__
                batch_query.cpython-313.pyc
                embedding.cpython-313.pyc
                network.cpython-313.pyc
                news.cpython-313.pyc
                pdf_reader.cpython-313.pyc
                vector_index.cpython-313.pyc
              batch_query.py
              embedding.py
              network.py
              news.py
              pdf_reader.py
              vector_index.py
        test
          __pycache__
            test_batch_query.cpython-313-pytest-8.4.1.pyc
            test_embedding.cpython-313-pytest-8.4.1.pyc
            test_network.cpython-313-pytest-8.4.1.pyc
            test_news.cpython-313-pytest-8.4.1.pyc
            test_pdf_reader.cpython-313-pytest-8.4.1.pyc
            test_vector_index.cpython-313-pytest-8.4.1.pyc
          test_batch_query.py
          test_embedding.py
          test_network.py
          test_news.py
          test_pdf_reader.py
          test_vector_index.py
      ?????
        finance_pdf???__01.py
        finance_????????+??????????+LLM????09.py
        finance_????????+????????_08.py
        finance_????????????__03.py
        finance_??????????????__05.py
        finance_??????????????__06.py
        finance_??????????__02.py
        finance_??????__07.py
        finance_??????__04.py
  ?????
    10.1-10.4
      book_pitch_manager
        .env
        .python-version
        README_????????????.md
        demo_sensitive_filter.py
        quick_test.py
        requirements.txt
        test_sensitive_filter.py
        test_text_cleaning.py
        topic.docx
        ??????.md
        ???????????????.md
        ????????_?????.py
        ????????_??????.py
        ????????_?????.py
    10.5-10.6
      book_pitch_manager
        .env
        .gitignore
        .python-version
        BUG??????.md
        GUI_README.md
        GUI_??????.md
        GUI???????.md
        README.md
        backup_old_version
          README_????????????.md
          demo_sensitive_filter.py
          quick_test.py
          test_sensitive_filter.py
          test_text_cleaning.py
          ??????.md
          ???????????????.md
          ????????_?????.py
          ????????_??????.py
          ????????_?????.py
        check_null_bytes.py
        demo_gui.py
        env.example
        migrate.py
        output
          ????_20250629_200515.docx
          ????_20250629_200619.docx
          ????_20250629_201051.docx
          ????_20250629_201618.docx
        requirements.in
        requirements.txt
        run.py
        run_gui.py
        setup.py
        src
          README.md
          coolproj
            __init__.py
            __pycache__
              __init__.cpython-313.pyc
              book_pitch_manager.cpython-313.pyc
              main.cpython-313.pyc
            book_pitch_manager.py
            common
              __init__.py
              __pycache__
                __init__.cpython-313.pyc
                config.cpython-313.pyc
              config.py
            gui
              __init__.py
              __pycache__
                __init__.cpython-313.pyc
                main_window.cpython-313.pyc
              main_window.py
            main.py
            topic.docx
            utils
              __init__.py
              __pycache__
                __init__.cpython-313.pyc
                api_client.cpython-313.pyc
                document_processor.cpython-313.pyc
                sensitive_filter.cpython-313.pyc
                text_cleaner.cpython-313.pyc
              api_client.py
              document_processor.py
              sensitive_filter.py
              text_cleaner.py
        src_bak
          coolproj
            __init__.py
            __pycache__
              __init__.cpython-313.pyc
            common
              __init__.py
              __pycache__
                config.cpython-313.pyc
              config.py
            main.py
            topic.docx
            utils
              __init__.py
              api_client.py
              document_processor.py
              sensitive_filter.py
              text_cleaner.py
        test
          test_sensitive_filter.py
          test_text_cleaner.py
        test_gui.py
        topic.docx
        ??????.md
    ?????????_Agent???????.md
    ??????????_Agent???????.md
    ?????????_Agent??????.md
    ????????_Agent???????D??.md
    ?????????_Agent??????.md
    ????????????Agent??????????????????????-???l??.md
  ??????
    4.1
      salary_slips_leader.xlsx
      ???.txt
      ?????????_????.py
      ?????????_????.py
    4.2
      ?????????1.py
      ?????????2.py
      ?????????3.py
      ?????????4.py
      ?????????5.py
      ?????????6.py
      ???.txt
    4.3
      ?????????????1.py
      ?????????????2.py
      ?????????????3.py
      ???.txt
    4.4
      ?????.py
      ????????2.py
      ????????3.py
      ????????.py
      ???.txt
    4.5
      if????????2.py
      if????????3.py
      if????????.py
      match-case???4.py
      ???.txt
    4.6
      ???1.py
      ???2.py
      ???3.py
      ???4.py
      ???5.py
      ???6.py
      ???7.py
      ???8.py
      ???9.py
      ???.txt
    4.7
      range???2.py
      range???3.py
      range???4.py
      range???5.py
      range???.py
      ???.txt
    4.8
      ????????????2.py
      ????????????3.py
      ????????????4.py
      ????????????5.py
      ????????????6.py
      ????????????7.py
      ????????????8.py
      ????????????9.py
      ????????????10.py
      ????????????.py
      ???.txt
    4.9
      ????????????-reverse.py
      ????????????-??????2.py
      ????????????-??????3.py
      ????????????-??????4.py
      ????????????-??????5.py
      ????????????-??????.py
      ????????????.py
      ???.txt
    4.10
      while???2.py
      while???3.py
      while???.py
      ???.txt
    4.11
      break2.py
      break3.py
      break4.py
      break.py
      continue.py
      ???.txt
    4.12
      float.py
      ???.txt
      ??????2.py
      ??????3.py
      ??????4.py
      ??????5.py
      ??????.py