https://github.com/notshrirang/sonnet

A chatbot built with Langchain 🦜🔗 and FAISS vectorstore that suggests songs based on the text you enter, using advanced lyrics analysis to match your words with the perfect tunes.
https://github.com/notshrirang/sonnet

faiss gemini langchain retrieval-augmented-generation

Last synced: about 2 months ago
JSON representation

A chatbot built with Langchain 🦜🔗 and FAISS vectorstore that suggests songs based on the text you enter, using advanced lyrics analysis to match your words with the perfect tunes.

• Host: GitHub
• URL: https://github.com/notshrirang/sonnet
• Owner: NotShrirang
• License: mit
• Created: 2024-05-27T05:23:33.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2024-06-11T12:14:04.000Z (about 2 years ago)
• Last Synced: 2025-02-11T12:36:29.155Z (over 1 year ago)
• Topics: faiss, gemini, langchain, retrieval-augmented-generation
• Language: Jupyter Notebook
• Homepage:
• Size: 19 MB
• Stars: 0
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
# Sonnet 🎵📜

![GitHub stars](https://img.shields.io/github/stars/NotShrirang/Sonnet?style=social)

![GitHub forks](https://img.shields.io/github/forks/NotShrirang/Sonnet?style=social)

![GitHub commits](https://img.shields.io/github/commit-activity/t/NotShrirang/Sonnet)

![GitHub issues](https://img.shields.io/github/issues/NotShrirang/Sonnet)

![GitHub pull requests](https://img.shields.io/github/issues-pr/NotShrirang/Sonnet)

![GitHub](https://img.shields.io/github/license/NotShrirang/Sonnet)

![GitHub last commit](https://img.shields.io/github/last-commit/NotShrirang/Sonnet)

![GitHub repo size](https://img.shields.io/github/repo-size/NotShrirang/Sonnet)

![Streamlit App](https://img.shields.io/badge/Streamlit%20App-red?style=flat-rounded-square&logo=streamlit&labelColor=white)

Sonnet is a chatbot that suggests songs based on the text you enter, using advanced language models and lyrics analysis. Powered by Langchain and faiss, Sonnet creates a harmonious experience by linking your words with the perfect melodies and lyrics. Whether you're seeking a song that matches your mood or looking for lyrical inspiration, Sonnet is here to help you discover your next favorite tune.

## Table of Contents

- [Overview](#overview)

- [Getting Started](#getting-started)

  - [Installation](#installation)

  - [Streamlit App](#streamlit-app)

- [License](#license)

- [Contributing](#contributing)

- [Support](#support)

## Overview

### Features:

- Text to Song Suggestions: Enter any text, and Sonnet will suggest songs with matching lyrics.

- Lyrics Analysis: Utilizes advanced language models for in-depth lyrics analysis.

- Interactive Streamlit App: A user-friendly interface for exploring song suggestions.

## Getting Started

### Installation

1. Clone the repository

   ```sh

   git clone https://github.com/NotShrirang/Sonnet.git

   cd Sonnet

   ```

2. Install the required dependencies

   ```sh

   pip install -r requirements.txt

   ```

3. Add the Gemini Key

   ```txt

   GOOGLE_API_KEY=

   ```

### Streamlit App

To run streamlit app locally.

```sh

streamlit run app.py

```

## License

MIT © [Shrirang Mahajan](https://github.com/NotShrirang)

## Contributing

Feel free to submit pull requests, create issues, or spread the word!

## Support

Support me by simply starring this repository! ⭐