RECOMMENDATION_WEIGHTS = {
    "embedding": 0.3,
    "dataset": 0.6,
    "collaborative": 0.1
}

MIN_CONFIDENCE_THRESHOLD = 0.15
MIN_SOURCES_REQUIRED = 1
DATASET_SKILLS_BYPASS_SOURCE_CHECK = True
PREFER_DATASET_SKILLS = True
DATASET_BONUS = 0.1

ROLE_MATCH_THRESHOLD = 70
SKILL_MATCH_THRESHOLD = 80

DEFAULT_TOP_K = 20
DEFAULT_MIN_CONFIDENCE = 0.25
MAX_TOP_K = 100
CANDIDATE_MULTIPLIER = 3

USE_CUSTOM_FILTER = False
custom_skill_filter = None