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How to solve the problem of incomplete code sample inclusion during AI model training?

2025-09-09 1.3 K

Background to the issue

为AI/ML模型提供完整代码上下文时,人工收集样本常出现文件遗漏或结构混乱的情况,影响模型分析效果。

operating scheme

CodeWeaver提供完整的解决方案:

  • 全量收录::
    1. fulfillment./codeweaver -ignore=""取消默认过滤
    2. probe-included-paths-file生成的文件确保覆盖全部路径
  • Structural reservations::
    • 自动生成的Markdown会保持原始目录层级
    • 文件内容以代码块形式原样保留
  • version control:建议组合Git命令git ls-files | xargs codeweaver确保与版本库完全同步

best practice

推荐采用流水线处理:

  1. expense or outlay-excluded-paths-file记录排除项
  2. 对生成的codebase.md进行MD5校验
  3. 通过CI工具定期自动更新文档

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