Introducing... a song recommendation engine that is in tune with the emotions you're feeling with #DeepLake & @LangChainAI from scratch?
We experimented with 3 methods, but only one works. Learn which one👇 (we also open-sourced the repo)
🧩 Things we tried:
1️⃣ Direct embeddings: Mood ➡️ Song
2️⃣ Emotional embeddings: Similar emotions ➡️ Similar songs
3️⃣ @OpenAI#ChatGPT: As a retrieval system
Only one makes sense from performance/financial perspective.
Want to learn how to build a similar document retrieval-based product? Dive into the process: