nowfound

Dev tools · November 9, 2023

MA

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…

Moodflix – a movie recommendation engine based on your mood launched on November 9, 2023 with 6 votes, #1,609 of 4,332 launches that month and more than 50% of that year's launches. The site was not reachable when checked in September 2026.

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…

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