Activity v1
Tokenization and Context Window Visualizer
Inspect deterministic token approximations and allocate a finite context budget.
Approximate token budget
Simplified deterministic tokenizer: punctuation is separated and word pieces are estimated at four Latin characters. It is for intuition, not provider billing.
Estimated tokens18
Remaining budget110
Window used14%
Retrieval-augmentedgenerationconnectsmodelstocurrentevidence.
Expected outcomes
- Estimate context consumption
- Recognize token boundary effects