TextEnhanceAI - Editor with Local LLM Integration

A user-friendly, Python-based editor that leverages a locally hosted LLM (via Ollama for now) for fast text enhancements, proofreading, and rewriting. Whether you’re polishing a blog post, correcting grammar, or simplifying your wording, this editor enables you to harness the power of local generative AI right from your desktop—no cloud services needed.

Key Features

1. Inline Editing and Diff View

   • Type or paste your plain text into the editor, then click an editing action (Grammar, Proofread, Rewrite, etc.).
   • The application compares your text against the AI-edited output and highlights changes inline.
   • Deletions appear in red, additions in green.

2. Multiple Editing Modes

   • Built-in prompts let you quickly fix grammar, streamline awkward phrases, or make your text more concise.
   • A customizable “Custom Prompt” option allows you to craft specialized instructions for the LLM.

3. Accept / Reject All Changes

   • Quickly apply all AI-suggested edits with “Accept All Changes,” or revert them entirely with “Reject All Changes.”

4. Scratchpad Logging

   • Every edit is logged to a Markdown scratchpad file. Example
   • The original user text and the LLM’s edited text are saved side by side, with any removed/added words highlighted in bold Markdown, helping you track changes over time.

5. Local LLM Support

   • Connects to a locally hosted LLM through Ollama.
   • No internet connection required—your content stays on your own machine.

Getting Started

1. Install Requirements

   • Ensure Python 3.7+ is installed.
   • Install the Ollama package.
   • Download llama3.1:8b in Ollama :

     ollama pull llama3.1:8b

   • Install other Python dependencies as needed (e.g., tkinter—usually bundled with Python, difflib—comes with standard library).

2. Run the App
   Clone the repository or simply download TextEnhanceAI.py to get the program. Launch it using :

   python TextEnhanceAI.py

   If Ollama is running, you’ll see the main editor window.

3. Use the Editing Buttons

   • Type or paste your text.
   • Click on an editing button (e.g., “Grammar,” “Proofread”) to send a prompt to the local LLM.
   • The edited text will be displayed inline, with suggested deletions in red and additions in green.

4. Accept/Reject Changes

   • When ready, you can accept all or reject all the AI-suggested edits.
   • The edition scratchpad is saved in the same directory. This way, you can review the output, whatever your choices.
   • When done, simply copy the text and paste it where you want to use it.

Contact

For questions, feedback, or collaboration opportunities, feel free to reach out:

📧 Email: [email protected]

I’d love to hear from you! 😊

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Updates

Version 0.11 : Fixes the formating to keep the line breaks after editing.