This project is a prototype for an interactive text rewriting application using a local LLM (Ollama with Gemma 2B) for real-time paragraph rewriting. It's built with Svelte and TipTap, providing a smooth, responsive user experience.
- Real-time text rewriting using Ollama's local Gemma 2B model
- Split-screen interface with editable input and dynamically rewritten output
- Paragraph-by-paragraph rewriting with visual feedback
- Resizable split-screen layout
- Debounced input processing to optimize performance
- Frontend: Svelte
- Text Editor: TipTap
- Local LLM: Ollama with Gemma 2B model
- Styling: Tailwind CSS
- The user types or pastes text into the left-hand editor pane.
- The input text is split into paragraphs.
- Each paragraph is sent to the local Ollama server running the Gemma 2B model.
- The model rewrites the paragraph, aiming for a more natural and engaging tone.
- Rewritten paragraphs are displayed in real-time on the right-hand pane.
-
Ensure you have Ollama installed and the Gemma 2B model pulled:
ollama pull gemma2:2b -
Clone this repository:
git clone https://github.com/asmirbe/Text-Rewriter-Prototype.git cd text-rewriter-prototype -
Install dependencies:
npm install -
Start the development server:
npm run dev -
Open your browser and navigate to
http://localhost:5000(or the port specified by your Svelte setup).
- Type or paste your text into the left-hand "Editor" pane.
- Watch as each paragraph is rewritten in real-time in the right-hand "Co-Pilot" pane.
- Adjust the split-screen layout by dragging the divider between the panes.
- Currently uses a fixed prompt for rewriting. Future versions could allow customizable rewriting styles.
- Error handling could be improved for more robust performance.
- The UI could be enhanced with additional features like saving rewrites, comparing versions, etc.
This project is open source and available under the MIT License.