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How RecommenDex Works

RecommenDex is your personal guide to discovering movies, books, and TV series you'll love — powered by AI that adapts to your unique taste.

🎯 What Makes RecommenDex Different

  • We don’t rely on genres or popularity scores.
  • Instead, we build a unique taste vector based entirely on what you like — and how much you like it.
  • The more you rate, the smarter your recommendations become.

🧠 How the AI Works

Every title in our database (movies, books, and TV shows) is analyzed using OpenAI's embedding models to generate a high-dimensional vector — an "AI fingerprint" that captures its themes, tone, pacing, complexity, and emotional resonance.

As you rate titles (1–5 stars), RecommenDex blends the vectors of your rated items into a personal taste vector. This vector is then used to search our growing content database using vector similarity to find titles that are most aligned with your preferences — not just what’s trending.

🚀 Getting Started

  1. Create a free account — no credit card required.
  2. Rate at least 12 titles (movies, books, or TV shows).
  3. Once your 12th rating is submitted, your taste vector is created and personalized recommendations appear instantly on your dashboard.
  4. You can continue rating and saving titles to refine your results over time.

➕ Keep Exploring

  • Add favorites anytime from the dashboard.
  • Rate more content to improve results.
  • Save titles to your list to watch or read later.
  • Mark things you've already seen or read to help the system learn faster.

📚 Our Database Is Always Growing

We're continuously expanding our catalog of movies, books, and TV shows. If a title you love doesn’t show up in search or recommendations, don’t worry — we’re updating daily.

🔄 Smart, Evolving Recommendations

  • Your dashboard updates automatically as your taste profile evolves.
  • Even small changes in ratings can shift your recommendations.
  • You can revisit and update ratings at any time.

🙋 Need Help?

If you have any questions or feedback, we’d love to hear from you. Click here to get in touch.