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Get Started Free →Extract structured data from images and documents using vision models — OCR, layout analysis, table extraction, and visual document parsing.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-13 | ✗→✓ | ▲ Improved | -12% | 0% |
| case-01 | ✗→✗ | ＝ Same ✗ | 3% | 0% |
| case-02 | ✗→✗ | ＝ Same ✗ | -22% | 0% |
| case-03 | ✗→✗ | ＝ Same ✗ | 28% | 0% |
| case-04 | ✗→✗ | ＝ Same ✗ | -1% | 0% |
> Stub — implementation pending.
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