markitdown

To convert documents to Markdown for LLM processing, you can transform over 15 file formats including PDF, DOCX, and PPTX into token-efficient text representations. This conversion facilitates seamless integration with language models by providing structured Markdown output.

The best way to extract text from images and audio for an AI knowledge base is using a conversion tool that supports OCR for images and transcription for audio. It optionally uses AI for enhanced visual content descriptions, outputting LLM-friendly Markdown.

Yes, you can convert PPTX and HTML files into a unified Markdown format. The tool supports universal conversion across over 15 distinct file formats, transforming diverse presentations and web pages into consistent, token-efficient Markdown text.

Yes, converting documents to Markdown reduces token usage for language models. The process generates token-efficient Markdown representations specifically designed to streamline text processing and facilitate seamless integration with LLMs.

You use AI-enhanced OCR for image conversion to Markdown to generate accurate text and rich visual content descriptions. This optional AI enhancement improves transcription quality, making complex images more digestible for LLM integration.