Movie Recommendation System using Vector Search and Similarity

What we are gonna make today 🍯

Today we will build out a movie recommendation system using vector-search and sentence-similarity. This system takes in an input query and returns top K movies that are similar to the query given

TLDR;

Run this script over Kaggle

Movie Recommendation System

Ensure that you have the following datasets-

1. Wikipedia Movie Plots
2. Wikipedia Movie Plots Vector Embeddings

And you are good to go ✨

Getting Started

We will use the concept of vector similarity for doing this. Do check out this article

Vector Embeddings, Search Similarity & Sentence-Transformers