RAG Chunk Calculator
Optimize chunking for RAG applications.
Chunking Configuration
Total Chunks
109
~128 tokens per chunk
💰Embedding Cost
$0.0014
📊Context Used
15.6%
Chunking Analysis
Total Tokens13,952
Overlap Percentage9.8%
Redundant Tokens~1,510
Retrieval Context
Retrieved Tokens640
Remaining Context3,456 tokens
Storage Requirements
Embedding Dimensions1536
Storage per Chunk6.00 KB
Total Embedding Storage0.64 MB
Recommendations
- Consider adding some overlap to preserve context across boundaries.
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Editorial Note
MyCalcBuddy Editorial Team
This page is maintained as an educational calculator reference.
📚
Formula Source: Standard Mathematical References
by Various
🔄Last reviewed: May 2026
✓Formula checks are based on standard references and internal QA review.