Vision OCR LLM

Vision OCR LLM is an AI-powered document understanding solution that combines Optical Character Recognition (OCR) technology with Vision Language Models (VLMs) to extract, analyze, interpret, and process text and visual information from images, scanned documents, PDFs, invoices, forms, receipts, screenshots, and other document formats. It enables users to convert image-based content into searchable, structured, and actionable data through an intelligent web-based or API-driven workflow.

The solution supports advanced document processing workflows including text extraction, image understanding, document summarization, question answering, form recognition, table extraction, invoice processing, data classification, and automated content analysis. It is suitable for enterprises, developers, IT teams, research organizations, and businesses that require intelligent OCR and AI-powered document processing capabilities while maintaining data privacy through self-hosted deployment.

Version: Qwen2.5-VL (8.3B) / Llama 3.2 Vision (10.7B) via Ollama

Features of Vision OCR LLM:

• Accurate OCR extraction from images, scanned PDFs, forms, invoices, and receipts.
• AI-powered document understanding and visual content analysis.
• Question answering based on uploaded images and documents.
• Table, form, invoice, and structured data extraction.
• Document summarization and content classification.
• Self-hosted deployment with Ollama for enhanced privacy and security.
• REST API integration for automation and enterprise workflows.
• Support for Qwen2.5-VL and Llama 3.2 Vision multimodal models.

Usage instructions for Vision OCR LLM
$ sudo su
$ cd /opt/vision-ocr-llm
$ systemctl restart ollama
$ systemctl status ollama --no-pager
$ ollama list

Configuration and scripts location: /opt/vision-ocr-llm

Verify installed vision models:
$ollama list
$Check Ollama service:
$systemctl status ollama
$ollama show qwen2.5vl
Perform OCR using Vision Model: $ curl http://localhost:11434/api/tags

Disclaimer: Vision OCR LLM is provided “as is” under the applicable open-source licenses of its components, including Ollama and the underlying vision models. Users are responsible for securing the operating system, network access, APIs, model endpoints, uploaded documents, and application configurations. The solution is designed for OCR, document intelligence, image understanding, AI-powered analysis, and enterprise document-processing workloads in both development and production environments.