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Get Started Free →Zep memory server integration for long-term conversation memory and user profiling
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 19% | 0% |
| case-14 | ✓→✓ | ＝ Same ✓ | -52% | 0% |
| case-20 | ✓→✓ | ＝ Same ✓ | -21% | 0% |
| case-02 | ✗→✗ | ＝ Same ✗ | -31% | 0% |
| case-03 | ✗→✗ | ＝ Same ✗ | 16% | 0% |
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