Sonder

What it does

Our app takes your music taste data from Spotify and recommends you to people with similar music tastes so you can make friends with them. With our Gemini powered feature called Sonar, you are able to find people with specific music tastes by using a text prompt. We used Gemini models to perform Retrieval Augmented Generation (RAG) in order to enable efficient queries.
1. The Gemini Text Embedding Model was used to create embeddings from the textual data
2. Gemini 1.5 Pro was used as the LLM for crafting out better responses