(id: int, dimension: int)
| 46 | |
| 47 | |
| 48 | def generate_random_vector(id: int, dimension: int) -> dict: |
| 49 | values = np.random.uniform(-1, 1, dimension).tolist() |
| 50 | return { |
| 51 | "id": f"vec_{id}", |
| 52 | "dense_values": values, |
| 53 | "document_id": f"doc_{id // 10}", # Group vectors into documents |
| 54 | } |
| 55 | |
| 56 | |
| 57 | def generate_perturbation( |