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Get Started Free →Microsoft AutoGen multi-agent configuration for conversational AI systems
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-05 | ✗→✓ | ▲ Improved | -37% | 0% |
| case-01 | ✗→✗ | ＝ Same ✗ | 30% | 0% |
| case-02 | ✗→✗ | ＝ Same ✗ | -22% | 0% |
| case-03 | ✗→✗ | ＝ Same ✗ | -7% | 0% |
| case-04 | ✗→✗ | ＝ Same ✗ | -20% | 0% |
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