# 4️⃣ Return top‑N return sorted(scored, key=lambda x: x.score, reverse=True)[:limit]
# --- 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)] erotikflimizle
Your Interests: Romance • Fantasy • Comedy # 4️⃣ Return top‑N return sorted(scored, key=lambda x:
# 3️⃣ Score with collaborative filtering (placeholder) scored = score_by_collab(user.user_id, matching) # 4️⃣ Return top‑N return sorted(scored
class UserProfile: user_id: int age_verified: bool interest_tags: Set[str] max_explicitness: int # user-chosen threshold safe_mode: bool
3️⃣ "Velvet Nights" (Rating 4) Tags: romance, drama, sensual