| ChatGPT + LangChain + DeepLake + Disney + Streamlit = FairytaleDJ 🎵🏰🔮 | |
| I love Disney songs, as you may know, so I am sharing an app that will suggest Disney songs based on user input, give it a try! | |
| The demo is on Hugging Face spaces built with Streamlit 🤗 🚀 : https://huggingface.co/spaces/Francesco/FairytaleDJ | |
| (thanks to Freddy Boulton for the suggestion) | |
| I had embedded using gpt-3 around 100 Disney songs with the following strategy: | |
| ▪️ for each song, ask chatGPT to give me 8 emotions based on the lyrics | |
| ▪️ embed each song using these emotions with gpt3 on Activeloop DeepLake vector db (I've collab with them for this one) | |
| ▪️ when a user inputs something, use chatGPT to convert it to a list of emotions | |
| ▪️ do a similarity search on the vector db with the user's emotions | |
| ▪️ filter out low-scoring songs | |
| ▪️ Sample n songs based on their final score | |
| GitHub: https://github.com/FrancescoSaverioZuppichini/FairytaleDJ/blob/main/app.py | |
| Explanation Video: https://www.youtube.com/watch?v=nJl0LesTxzs | |
| #ai #ml #chatgpt #llms #opensource #machinelearning #programming #deeplearning |