-- Users
TABLE users (
id BIGINT PRIMARY KEY,
email VARCHAR(255) UNIQUE NOT NULL,
name VARCHAR(100),
preferences JSONB, -- e.g. "music":"hip‑hop","fashion":"sustainable"
location GEOGRAPHY, -- for geo‑based events
created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
);
-- Content items (articles, videos, podcasts, deals, events)
TABLE items (
id BIGINT PRIMARY KEY,
type ENUM('article','video','podcast','deal','event') NOT NULL,
title TEXT NOT NULL,
slug TEXT UNIQUE NOT NULL,
body TEXT,
media_url TEXT,
tags TEXT[] NOT NULL, -- e.g. ['travel','luxury','summer']
mood TEXT[], -- e.g. ['chill','adventure']
published_at TIMESTAMP,
expires_at TIMESTAMP, -- for deals/events
geo_boundary GEOGRAPHY, -- optional radius for local events
sponsor_id BIGINT REFERENCES sponsors(id) NULL,
created_by BIGINT REFERENCES users(id)
);
-- User‑Item interactions (click, like, save)
TABLE interactions (
user_id BIGINT REFERENCES users(id),
item_id BIGINT REFERENCES items(id),
type ENUM('view','like','save','share') NOT NULL,
ts TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
PRIMARY KEY (user_id, item_id, type)
);
-- Sponsored cards (native ads)
TABLE sponsors (
id BIGINT PRIMARY KEY,
brand_name TEXT NOT NULL,
targeting JSONB, -- same shape as users.preferences
creative_url TEXT,
cpc NUMERIC(10,4) DEFAULT 0.00,
active BOOLEAN DEFAULT TRUE
);
Tip: Use a vector‑search engine (e.g., Pinecone, Milvus, or pgvector) to store item embeddings for the content‑based part of the recommendation algorithm.
"itemId": 124578
Returns
"saved": true, "savedAt": "2026-04-10T12:04:33Z"hilda sange berat colmek bugil ngankang pake dildo ah top
The collaboration between Hilda Sange and Ah Top is more than just a photoshoot; it's a celebration of individuality and the modern lifestyle. Ah Top, known for its trendy and comfortable clothing, aimed to showcase how their pieces can seamlessly fit into the lives of young, dynamic individuals like Hilda. -- Users TABLE users ( id BIGINT PRIMARY
| Element | What it does | Why it matters | |---------|--------------|----------------| | Unified Personalised Feed | Shows articles, videos, podcasts, product‑recommendations, and local events in a single scrollable stream. | Users spend more time on‑site because they instantly see what they care about. | | Context‑Aware Recommendations | Uses a mix of collaborative‑filtering, content‑based tagging, and real‑time context (location, time of day, device). | Improves relevance → higher click‑through & conversion. | | “Save & Plan” Pocket | One‑tap “Save” moves an item to a personal collection; events can be added to the built‑in calendar with reminders. | Turns passive browsing into actionable plans. | | Dynamic “Trending Now” Bar | Real‑time trending topics (music charts, fashion drops, viral videos) displayed at the top. | Gives users a sense of being “in‑the‑know”. | | Micro‑Monetisation Slots | Native‑style sponsored cards that match the user’s interests (e.g., a limited‑time fashion sale). | Generates revenue without breaking the experience. | | Admin‑Control Panel | Content editors can tag, boost, and schedule items; marketers can create & target sponsored slots. | Keeps the feed fresh and business‑driven. | Tip: Use a vector‑search engine (e
Platform: TikTok / Twitter (X) / Instagram Reels Genre: Viral Slang Commentary, "Savage" Lifestyle Content Verdict: 3.5/5 Stars – Chaotic but Culturally Relevant