RAG Chunk Size Simulator
Chunks:
0 chunks
Input Text
0 chars · 0 tokens
Strategy
Fixed Size
Sentence
Paragraph
Recursive
Split text into fixed-size token windows with optional overlap. Predictable chunk counts — best for dense technical content.
Parameters
512
Tokens per chunk (64 – 4096)
64
Tokens shared between chunks
5
Stats
0
Total Chunks
0
Avg Tokens
0
Min Tokens
0
Max Tokens
Retrieval Tip
Configure your chunking above to see advice.
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View:
✂️
Paste text on the left to start chunking
0
Chunks
0
Total tokens (with overlap)
0%
Overlap ratio
0
Embedding calls needed