--- title: "PlayMyEmotions" emoji: "🔮" colorFrom: "indigo" colorTo: "purple" sdk: "streamlit" sdk_version: "1.19.0" app_file: app.py pinned: false --- # Play My Emotions 🎵🏰🔮 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](Deep Lake Vector Store in LangChain). 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= ACTIVELOOP_TOKEN= ACTIVELOOP_ORG_ID=zuppif UPSTASH_URL= 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`