👉 Try the Chatbot 🤖

✨Short Demo Video ✨

✨Quickstart Video ✨

Overview

This chatbot interacts with your Spotify to provide a personalized and intelligent music experience.

Leveraging Spotify's developer resources and OpenAI's GPT-4, this project is a fun example of how LLMs and natural language processing can be combined to create useful applications.

Mood-based recommendations and automatic playlist curations are just a command away!

Resources

Inspiration

• Spotify + LangChain Project
• Improving Spotify's Existing DJ

Custom Functions

• OpenAI Functions Agent Documentation
• Spotipy Documentation
• Custom Spotify Functions + LangChain Video

Chatbot Interface

• Gradio Chatbot Documentation
• Gradio Theming Guide

Mood Detection

• Sentence Similarity Guide
• Helpful ChatGPT Conversation

User Isolation

• Gradio's State Feature
• Spotify Web API: Implicit Flow

Future Improvements

• Fine-tuning Large Language Models
• Text-to-Speech for LangChain Agents

Tutorial

Coming soon...