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class UserProfile: user_id: int age_verified: bool interest_tags: Set[str] max_explicitness: int # user-chosen threshold safe_mode: bool
# 2️⃣ Filter by interest tags matching = [v for v in allowed if v.tags & user.interest_tags] erotikflimizle
3️⃣ "Velvet Nights" (Rating 4) Tags: romance, drama, sensual limit: int = 20) ->
--- Recommended for You --- 1️⃣ "Midnight Enchantment" (Rating 3) Tags: romance, fantasy, soft‑core key=lambda x: x.score
# --- Recommendation core --- def recommend_videos(user: UserProfile, limit: int = 20) -> List[Video]: # 1️⃣ Filter by explicitness allowed = [v for v in VIDEO_DB if v.explicitness <= user.max_explicitness and (not user.safe_mode or v.explicitness <= 3)]
# 4️⃣ Return top‑N return sorted(scored, key=lambda x: x.score, reverse=True)[:limit]
Your Interests: Romance • Fantasy • Comedy
