Convert Documents to Markdown for RAG Pipelines
Retrieval-Augmented Generation requires clean, well-structured source documents. Convert your files to Markdown for better text chunking, higher-quality embeddings, and more accurate retrieval results.
Drop file here or click to browse
Max file size: 20MB ·
Why Markdown
Better input, better output.
Better Chunking
Markdown headers provide natural split points for text chunking. Your RAG pipeline can create semantically meaningful chunks instead of arbitrary character-count splits.
Cleaner Embeddings
Embedding models produce higher-quality vectors from clean Markdown than from noisy PDF text. Fewer artifacts mean better semantic similarity matching in your vector store.
Table Preservation
Tables are converted to GFM Markdown that can be kept intact as single chunks. No more broken table rows scattered across multiple retrieval results.
Metadata from Structure
Markdown headers and sections can be extracted as metadata for your vector store. Filter retrievals by section, chapter, or heading level.
How It Works
Upload Your Document
Drag and drop any supported format — PDF, Word, Excel, PowerPoint, HTML, EPUB, and 15+ more.
Get Clean Markdown
Our engine extracts text, tables, and structure into GitHub-flavored Markdown — clean, token-efficient, and well-structured.
Use With RAG Pipelines
Copy the Markdown directly or download the .md file. Paste it into RAG Pipelines for better analysis, summarization, and Q&A.
21+ Formats Supported
Convert any document type to Markdown for RAG Pipelines. All formats produce clean, structured output.