Tools · Generative · 14 of 37

Chunk strategy playground

Sliding, paragraph, or recursive split. Overlap %, token estimate.

Need

What this desk is for.

A RAG claim with no split, no overlap, no token count.

How

What runs in this tab.

Sliding, paragraph, or recursive split. Overlap %, token estimate.

Role analog: RAG Engineer · 2026 US year-1 replacement $277,500 (market, not payroll). Kernel runs here. This tab stays local. Not zg, not SignalR, not Copilot, not tiktoken.

Desks that sit this analog: RAG Engineer. Unique pain, not a shared slogan.

1Chunks
39Doc tokens
0.00Neighbor Jaccard
40Overlap chars

#1 · 39 tok

Retrieval quality depends on how documents break. Too small and you lose context. Too large and you dilute the vector. This playground splits in this tab.

Sliding analog. Not a production splitter.

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Generative cluster

Same cluster. Nothing deleted.

EngOS