yoanbernabeu/grepai

• highreadme#1

  Reposition README H1/intro to clarify core purpose for AI agents

  原因：

  当前

  # grepai
  
  ### grep for the AI era
  
  **Search code by meaning, not just text.**

  复制粘贴的修复

  复制

  # grepai
  
  ### Semantic Code Search & Call Graphs for AI Agents (100% Local)
  
  **Search code by meaning, not just text, specifically to provide context for AI agents.**

  待办完成忽略
• mediumtopics#2

  Add specific topics for AI agent development and local tooling

  原因：

  当前

  ai, claude-code, cli, code-search, cursor, developer-tools, embeddings, golang, mcp, privacy-first, semantic-search, vector-search

  复制粘贴的修复

  复制

  ai, claude-code, cli, code-search, cursor, developer-tools, embeddings, golang, mcp, privacy-first, semantic-search, vector-search, ai-agents, local-ai, agent-tooling, code-context

  待办完成忽略
• lowreadme#3

  Add a 'Why grepai?' section to highlight differentiators against competitors

  原因：

  复制粘贴的修复

  复制

  ## Why grepai?
  
  Unlike cloud-based solutions like Sourcegraph or GitHub Copilot, `grepai` operates 100% locally, ensuring your code never leaves your machine. It's specifically designed to integrate with AI agents, providing precise, context-rich code snippets and call graph insights to drastically reduce token usage and improve agent accuracy, without compromising privacy.

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  How to find relevant code snippets by meaning for AI agent context?

  你：未被推荐
  AI 推荐顺序：

  1. GitHub Copilot
  2. Sourcegraph
  3. OpenAI API
  4. text-embedding-ada-002
  5. Pinecone
  6. Weaviate
  7. Qdrant
  8. Google Cloud Codey API
  9. Tabnine
  10. code-search by Google
  11. semantic-code-search

  AI 推荐了 11 个替代方案，却始终没点名 yoanbernabeu/grepai。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Tool for local, privacy-first semantic code search and tracing function call graphs?

  你：未被推荐
  AI 推荐顺序：

  1. Sourcegraph
  2. OpenGrok
  3. LSIF (Language Server Index Format)
  4. Language Server Protocol (LSP)
  5. lsif-go
  6. lsif-tsc
  7. lsif-clangd
  8. VS Code
  9. Neovim
  10. ctags
  11. exuberant ctags
  12. CodeQL

  AI 推荐了 12 个替代方案，却始终没点名 yoanbernabeu/grepai。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  pass

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of yoanbernabeu/grepai?

  pass
  ✓AI 明确点名了 yoanbernabeu/grepai

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts yoanbernabeu/grepai in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 yoanbernabeu/grepai

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo yoanbernabeu/grepai solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 yoanbernabeu/grepai

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？