Moodflix – a movie recommendation engine based on your mood
Last week I released Moodflix (https://moodflix.streamlit.app), a movie recommendation engine based to find movies based on your mood. Moodflix was created on top of a movie dataset of 10k movies from The Movie Database. I vectorised the films using Hugging Face's T5 model (https://huggingface.co/docs/transformers/model_doc/t5) using the film's plot synopsis, genres and languages. Then I indexed the vectors using hnswlib (https://github.com/nmslib/hnswlib). LLMs can understand a movie's plot pretty well and distill the similarities…
What it does
In the maker’s words, at launch
Last week I released Moodflix (https://moodflix.streamlit.app), a movie recommendation engine based to find movies based on your mood. Moodflix was created on top of a movie dataset of 10k movies from The Movie Database. I vectorised the films using Hugging Face's T5 model (https://huggingface.co/docs/transformers/model_doc/t5) using the film's plot synopsis, genres and languages. Then I indexed the vectors using hnswlib (https://github.com/nmslib/hnswlib). LLMs can understand a movie's plot pretty well and distill the similarities between a user's query (mood) to the movie's plot and genres. I have got feedback from close friends around linking movies to other review sites like IMDB or Rotten Tomatoes, linking movies to sites to stream the movie and adding movie posters. I would also love to hear from the community what things you like, what you want to see and what things you consider can be improved.
Does the same job
all alternatives →- IMI made a movie recommendation app based on your mood2025 · moodiemovie.top · ▲5
I built MoodieMovie, a web app that recommends films based on how you're feeling right now. Select emotions like "cheerful," "reflective," or even "weird," and get curated movie suggestions that match your current state of mind. Features: Mood-based algorithm that actually works (no more scrolling endlessly through streaming services) Magazine-style TOP100 section showcasing essential cinema Simple, intuitive UI with smooth animations Detailed movie pages with shareable links Tech stack: Next.js, Framer Motion, and a custom algorithm that maps emotional states to film characteristics. All…
- IMI made a movie recommendation app based on your mood2021 · mood2movie.com · ▲163
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