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AI Engineer
AI Engineer

Grep or Embeddings? Agentic Search Over Company Documents — George He, LlamaIndex

Oct 7, 2026 · 0:23:22
✨ AI Summary
  • Plain grep is insufficient for searching vast, messy company data.
  • Agents need pre-indexed search for multimodal, permissioned company documents.
  • Hybrid retrieval combines broad search with specific tool use.

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