Documents in Any Language
Detect the language automatically and OCR across a wide range of scripts — Arabic, Chinese, Cyrillic, Hindi, Japanese, and more.
What it is
OCR for documents in any language — Arabic, Chinese, Cyrillic, Hindi, Japanese, and dozens more — with automatic language detection, so global teams are not boxed into an English-first pipeline.
Why it's hard
Most pipelines are quietly English-first and degrade on everything else: right-to-left scripts render backwards, non-Latin alphabets come back as noise, and mixed-language pages confuse single-language OCR.
What Xberg does
Xberg detects the language automatically and OCRs across a broad range of scripts, including right-to-left and non-Latin. You do not declare the language — the system figures it out and extracts cleanly.
- Automatic language detection per document — no manual declaration.
- Handles right-to-left scripts (Arabic, Hebrew) and non-Latin alphabets (CJK, Cyrillic, Devanagari).
- Copes with mixed-language pages rather than forcing one language per file.
- Runs in the same extraction path as the rest of your documents.
More use cases
RAG Pipeline Ingestion
Turn a pile of PDFs, Office docs, and HTML into clean, chunked, embedded data for your vector database — in one call.
Document-Reading Agents
Give your AI agents one tool to read any document — 100+ formats, structured output, every framework.
Replace Legacy IDP
Swap brittle, template-based processing for one API that returns schema-mapped JSON — no templates to maintain.