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Jikan API (no key needed, easy to implement) 3. Database Schema (if storing user preferences) -- Users table (extends auth) user_preferences user_id UUID PK favorite_genres TEXT[] -- ["Action", "Comedy", "Fantasy"] excluded_genres TEXT[] preferred_format TEXT[] -- ["TV", "Movie", "Manga"] min_score DECIMAL(3,1) -- e.g., 7.5

app.get('/api/recommendations/popular', async (req, res) => const type = 'anime', page = 1, genre, min_score = 0 = req.query; Hentai Girls Gallery Free Download

res.json( page: data.pagination.current_page, total: filtered.length, recommendations: filtered.map(item => ( id: item.mal_id, title: item.title, image: item.images.jpg.image_url, score: item.score, episodes: item.episodes, synopsis: item.synopsis.substring(0, 200) + '...', genres: item.genres.map(g => g.name), url: item.url )) ); catch (error) res.status(500).json( error: 'Failed to fetch recommendations' ); Jikan API (no key needed, easy to implement) 3

-- Saved recommendations user_saved id UUID PK user_id UUID FK mal_id INT type TEXT -- "anime" or "manga" title TEXT image_url TEXT user_rating INT (1-10) notes TEXT saved_at TIMESTAMP Jikan API (no key needed

const fetchRecs = async () => setLoading(true); const res = await fetch( /api/recommendations/popular?type=$type&min_score=$minScore&genre=$genre ); const data = await res.json(); setItems(data.recommendations); setLoading(false); ;

const response = await fetch(url); const data = await response.json(); const randomIndex = Math.floor(Math.random() data.data.length); res.json(data.data[randomIndex]); ); Main Recommendation Grid Component import useState, useEffect from 'react'; export default function RecommendationGrid() const [items, setItems] = useState([]); const [type, setType] = useState('anime'); const [loading, setLoading] = useState(true); const [genre, setGenre] = useState(''); const [minScore, setMinScore] = useState(0);

useEffect(() => fetchRecs(); , [type, genre, minScore]);