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| title: "FairytaleDJ" | |
| emoji: "🔮" | |
| colorFrom: "indigo" | |
| colorTo: "purple" | |
| sdk: "streamlit" | |
| sdk_version: "1.19.0" | |
| app_file: app.py | |
| pinned: false | |
| # FairytaleDJ 🎵🏰🔮 | |
| The app is on [hugging face spaces](https://huggingface.co/spaces/Francesco/FairytaleDJ) 🤗 | |
| This app takes a user input and suggestes songs that matches its emotions/vibes. | |
| Made with [DeepLake](https://www.deeplake.ai/) 🚀 and [LangChain](https://python.langchain.com/en/latest/index.html) 🦜⛓️ | |
| We also used [upstash](https://upstash.com/) to store user inputs/emotions and recommended songs | |
| ## How it works | |
| The application follows a sequence of steps to deliver Disney songs matching the user's emotions: | |
| - **User Input**: The application starts by collecting user's emotional state through a text input. | |
| - **Emotion Encoding**: The user-provided emotions are then fed to a Language Model (LLM). The LLM interprets and encodes these emotions. | |
| - **Similarity Search**: These encoded emotions are utilized to perform a similarity search within our [vector database](https://www.deeplake.ai/). This database houses Disney songs, each represented as emotional embeddings. | |
| - **Song Selection**: From the pool of top matching songs, the application randomly selects one. The selection is weighted, giving preference to songs with higher similarity scores. | |
| - **Song Retrieval**: The selected song's embedded player is displayed on the webpage for the user. Additionally, the LLM interpreted emotional state associated with the chosen song is displayed. | |
| ## Run it | |
| Clone this repo. | |
| create a `venv` | |
| ``` | |
| python -m venv .venv | |
| source .venv/bin/activate | |
| pip install -r requirements.txt | |
| ``` | |
| You will need the following `.env` file | |
| ```bash | |
| OPENAI_API_KEY=<OPENAI_API_KEY> | |
| ACTIVELOOP_TOKEN=<ACTIVELOOP_TOKEN> | |
| ACTIVELOOP_ORG_ID=zuppif | |
| UPSTASH_URL=<UPSTASH_URL> | |
| UPSTASH_PASSWORD=<UPSTASH_PASSWORD> | |
| ``` | |
| If you **don't want to use upstash** set the `USE_STORAGE=False` | |
| Then | |
| ``` | |
| streamlit run app.py | |
| ``` | |
| Then navitage to `http://192.168.1.181:8501` |