EMBEDDING_MODEL_OPENAI = "text-embedding-3-small"
EMBEDDING_DIM_OPENAI = 1536
EMBEDDING_MODEL_MISTRAL = "mistral-embed"
EMBEDDING_DIM_MISTRAL = 1024

PINECONE_METRIC = "cosine"
TOP_K = 8
CHUNK_SIZE_TOKENS = 800
CHUNK_OVERLAP_TOKENS = 50
MAX_CONTEXT_CHUNKS = 6
CONFIDENCE_THRESHOLDS = {"high": 0.8, "medium": 0.5}