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| """Centralized configuration for the FAQ API.""" | |
| import os | |
| from pathlib import Path | |
| # Directories | |
| BASE_DIR: Path = Path(__file__).parent | |
| DATA_DIR: Path = BASE_DIR / "data" | |
| # FAQ JSON file path | |
| FAQ_JSON_PATH: str = str(DATA_DIR / "faq.json") | |
| # Embedding configuration | |
| MODEL_NAME: str = os.getenv("MODEL_NAME", "intfloat/multilingual-e5-small") | |
| # ChromaDB configuration | |
| CHROMA_COLLECTION_NAME: str = "faq" | |
| # Similarity configuration | |
| SIMILARITY_THRESHOLD: float = float(os.getenv("SIMILARITY_THRESHOLD", "0.90")) | |
| TOP_K = 3 | |
| CROSS_ENCODER_MODEL_NAME = "cross-encoder/ms-marco-MiniLM-L6-v2" | |
| CROSS_ENCODEUR_GAP_THRESHOLD: float = float(os.getenv("CROSS_ENCODEUR_GAP_THRESHOLD", "0.10")) | |
| CROSS_ENCODEUR_CONFIDENCE_THRESHOLD: float = float(os.getenv("CROSS_ENCODEUR_CONFIDENCE_THRESHOLD", "0.60")) |