Intelligent parsing for 50+ file formats with automatic chunking, metadata extraction, and structure preservation.
Upload via API, UI, or sync from connected sources
Extract text, tables, images, and metadata
Intelligent splitting preserving context and structure
Generate dense + sparse vectors with BGE-M3
Store in Iceberg tables for instant retrieval
Our chunking algorithms understand document structure. We preserve paragraphs, sections, tables, and code blocks as coherent units.
Splits at natural boundaries based on content meaning
Configurable overlap ensures no context is lost
Tables remain intact with row/column relationships
Code snippets are kept whole for accurate retrieval
Upload your first documents and see them become searchable in seconds.