ReWriteCraft: Text Rewrite with Custom Tone and Dialect 🎨

Introduction

Welcome to ReWriteCraft! 🎉 This project allows you to rewrite your text in a customized tone and dialect using the LLama 3.1 model. The app provides an intuitive interface to input your draft text and apply different tones (Formal/Informal) and dialects (American/British).

This app leverages LangChain and Ollama models to enhance the AI's rewriting capabilities. Whether you want to refine the tone of a formal letter or add a casual touch to your writing, this app has you covered! 📝

Project Structure

The project is organized as follows:

ReWriteCraft/
│
├── app.py                # Main Streamlit application file
├── requirements.txt      # Python dependencies for the project
├── LICENSE               # License file (GNU)
├── README.md             # Project documentation
│
├── assets/               # Folder containing output examples for tone and dialect conversion
│   ├── FormaltoInformal/ # Folder with examples of text converted from formal to informal tone
│   └── InformaltoFormal/ # Folder with examples of text converted from informal to formal tone

Features

Customizable Tone: Choose between Formal or Informal tones for your rewritten text.
Customizable Dialect: Choose between American or British dialects.
Easy-to-use Interface: The app is built using Streamlit, making it interactive and simple.
Quick Response: Rewritten text is generated with the help of the LLama 3.1 model.

How to Use

Clone the Repository: Clone this repository to your local machine or server:

git clone https://github.com/iSathyam31/ReWriteCraft.git
cd ReWriteCraft

Create a .env file: In the root directory, create a .env file to store your LangChain API key:

LANGCHAIN_API_KEY=your_api_key_here

Install Dependencies: Install the required Python packages listed in the requirements.txt:

pip install -r requirements.txt

Run the App: Once the dependencies are installed, you can run the Streamlit app using:

streamlit run app.py

The app will be accessible in your browser at http://localhost:8501.

Project Constraints

Word Limit: The app currently supports a maximum of 1500 words for input. You can modify this limit in the code if needed. The input text must be within this word count to avoid performance issues.
Tone & Dialect Selection:
- The options for tone (Formal/Informal) and dialect (American/British) are optional. You can choose one or both options based on your needs.
- If you want a specific tone or dialect applied to your text, simply check the corresponding boxes. You can apply both tone and dialect together or choose either one independently. This flexibility allows you to get a variety of outputs depending on your selection.