# OCR Models

OCR (Optical Character Recognition) models convert documents such as PDFs, scans, and images into clean, structured text. These vision-language models process visual content end-to-end, making them ideal for document digitization, data extraction, and content accessibility workflows.

* [<mark style="color:blue;">**LightOnOCR-2-1B**</mark>](/cloud/ai/ai-model-hub/models/ocr-models/lightonocr-2-1b.md)**:** A compact 1B-parameter end-to-end multilingual vision-language model by LightOn. Converts documents (PDFs, scans, images) into clean, naturally ordered text with strong multilingual, LaTeX, and scan coverage.


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.ionos.com/cloud/ai/ai-model-hub/models/ocr-models.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
