Claude Code's Smart Search: Agentic RAG Takes Center Stage
Analysis
This article explores why Claude Code shifted from vector search to agentic search, offering a fresh perspective on code search strategies. It highlights the advantages of using Agents for information retrieval, emphasizing simplicity, security, and data freshness. The shift showcases a dynamic approach to improving code understanding and manipulation.
Key Takeaways
- •Claude Code uses Agentic RAG instead of vector search for code retrieval.
- •Agentic search offers advantages in simplicity, security, and data freshness.
- •The article discusses the innovative use of Agents for code understanding.
Reference / Citation
View Original"Claude Codeの初期バージョンではRAGとローカルのベクトルDBを使用していたが、agentic searchの方が概ね優れていることがすぐに判明した。"
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Zenn LLMFeb 10, 2026 03:01
* Cited for critical analysis under Article 32.