| Rank | Chunk | Overlap | Embedding | top_k | Temp | Score |
|---|---|---|---|---|---|---|
| 1 | 500 | 50 | all-MiniLM-L | 5 | 1.0 | 0.270 |
| 2 | 500 | 100 | all-MiniLM-L | 10 | 0.3 | 0.270 |
| 3 | 500 | 50 | all-MiniLM-L | 10 | 0.7 | 0.267 |
| 4 | 500 | 100 | all-MiniLM-L | 3 | 0.7 | 0.263 |
| 5 | 256 | 100 | paraphrase-M | 10 | 1.0 | 0.258 |
| 6 | 256 | 50 | paraphrase-M | 5 | 0.3 | 0.254 |
| 7 | 256 | 50 | paraphrase-M | 5 | 0.3 | 0.254 |
| 8 | 256 | 50 | all-MiniLM-L | 5 | 1.0 | 0.251 |
Use the winning configuration in your production RAG system for optimal performance.
Track real-world accuracy and response quality metrics after deployment.
Run optimization again when your document base grows significantly or user query patterns change.