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Get Started Free →LangChain retriever implementation with various retrieval strategies for RAG applications
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | -32% | 0% |
| case-02 | ✗→✗ | ＝ Same ✗ | -33% | 0% |
| case-03 | ✗→✗ | ＝ Same ✗ | 6% | 0% |
| case-04 | ✗→✗ | ＝ Same ✗ | -14% | 0% |
| case-05 | ✗→✗ | ＝ Same ✗ | -26% | 0% |
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