Myfriendshotmom.14.05.09.ariella.ferrera.and.av...

1. nlp = spacy.load("en_core_web_sm") summarizer = pipeline("summarization", model="t5-small")

   Component

   | | Tech Stack Suggestions | Key Points | |---------------|---------------------------|----------------| | Frontend (mobile) | React Native / Flutter (already used by MyFriendsHotMom) | Re‑use existing UI kit; add MomMomentCard component with image/video preview, animated cheer effect. | | Backend API | Node.js + Express + PostgreSQL (or existing stack) | New endpoints: POST /moments , GET /moments/spotlight , GET /moments/:id , PATCH /moments/:id/visibility . | | Media Storage | AWS S3 (or Google Cloud Storage) + CDN | Store images/videos; generate signed URLs for secure access. | | Content Safety | Google Cloud Vision / AWS Rekognition for image moderation + custom profanity filter for text. | Auto‑reject or flag for manual review. | | Spotlight Selection Engine | Simple scoring: score = (likes*2) + (cheers*1.5) + freshnessFactor or use a lightweight recommendation micro‑service (Python + Scikit‑learn). | Refresh the carousel every 12 h; ensure a mix of tags. | | Real‑time Reactions | WebSocket / Socket.io (or Firebase Realtime Database) | Instant cheer/like count updates without page reload. | | Badge System | Cron job (daily) that evaluates badge criteria and updates a user_badges table. | Push notification when a badge is earned. | | Analytics | Aggregate data in a moments_stats materialized view; expose via GET /moments/:id/stats . | Show graphs with simple chart library (e.g., Victory, Chart.js). | MyFriendsHotMom.14.05.09.Ariella.Ferrera.And.Av...

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