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Get Started Free →Few-shot example generation and optimization for improved LLM performance
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-04 | ✓→✓ | ＝ Same ✓ | -11% | 0% |
| case-01 | ✗→✗ | ＝ Same ✗ | 0% | 0% |
| case-02 | ✗→✗ | ＝ Same ✗ | -11% | 0% |
| case-03 | ✗→✗ | ＝ Same ✗ | -29% | 0% |
| case-05 | ✗→✗ | ＝ Same ✗ | -13% | 0% |
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