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Python tool to convert Markdown files into a compact, LLM-friendly format. It reduces token usage by simplifying Markdown syntax, converting tables to JSON, and removing unnecessary formatting.

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MD LLM Optimizer

MD LLM Optimizer is a Python tool to convert Markdown files into a compact, LLM-friendly format.
It reduces token usage by simplifying Markdown syntax, converting tables to JSON, and removing unnecessary formatting.

Features

  • Strip Markdown headers and lists
  • Convert links [text](url) to text: url
  • Convert Markdown tables into JSON objects
  • Remove extra blank lines and spaces
  • CLI-based interface with English messages
  • Ready for integration with LLM workflows

Installation

  1. Clone the repository:
git clone https://github.com/yourusername/md-llm-optimizer.git
cd md-llm-optimizer
  1. Create a virtual environment:
python -m venv .venv
source .venv/bin/activate  # Linux/Mac
.venv\Scripts\activate     # Windows
  1. Install dependencies (if any; currently uses only standard library):
pip install -r requirements.txt

Usage

python optimize.py

License

MIT License

About

Python tool to convert Markdown files into a compact, LLM-friendly format. It reduces token usage by simplifying Markdown syntax, converting tables to JSON, and removing unnecessary formatting.

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