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| import torch | |
| from pathlib import Path | |
| from typing import Dict, Any, Optional | |
| from pydantic_settings import BaseSettings, SettingsConfigDict | |
| from pydantic import Field | |
| class Settings(BaseSettings): | |
| # Pinecone Settings (Loaded from .env) | |
| pinecone_api_key: str | |
| pinecone_index_name: str | |
| project_root: Path = Field(default=Path(__file__).parent.parent) | |
| # Hugging Face Settings | |
| model_repo_id: str = "Unspoiled-Egg/ijepa-vit-huge-target-encoder" | |
| hf_token: Optional[str] = None | |
| # Model & Inference Settings | |
| mount_path: str = "/data" | |
| batch_size: int = 4 | |
| device: str = "cuda" if torch.cuda.is_available() else "cpu" | |
| embedding_dim: int = 5120 | |
| model_config = SettingsConfigDict( | |
| env_file=".env", | |
| env_file_encoding="utf-8", | |
| extra="ignore" | |
| ) | |
| # Create the singleton instance | |
| settings = Settings() | |