Context Engineering for AI
Dynamic chunking for RAG: building context infrastructure that adapts

Dynamic chunking for RAG: building context infrastructure that adapts

7/11/2026 · Redis

What this post added

Introduces dynamic chunking for RAG, contrasting it with fixed-size chunking. Details content-adaptive and query-adaptive strategies including semantic, late, hierarchical, proposition-based, and agentic chunking. Explains real-time retrieval improvements via re-ranking, adaptive routing, query rewriting, and context assembly. Positions Redis Iris as a foundational context engine.

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