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README.md
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- OCR and Text Extraction
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- Handwriting Recognition
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- Structured Data Extraction (JSON, tables, forms)
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- Multi-language Document Understanding
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---
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title: Gothi Tech LLP
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emoji: 🦖
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colorFrom: blue
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colorTo: purple
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---
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<p align="center">
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<img src="https://huggingface.co/avatars/gothitech" width="120" alt="Gothi Tech Logo">
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</p>
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<h1 align="center">Gothi Tech LLP</h1>
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<p align="center">
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<strong>Building the Future of Document AI</strong>
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</p>
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<p align="center">
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<a href="https://gothi.in/"><img src="https://img.shields.io/badge/Website-gothi.in-blue" alt="Website"></a>
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<a href="https://huggingface.co/gothitech"><img src="https://img.shields.io/badge/HuggingFace-gothitech-yellow" alt="HuggingFace"></a>
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<a href="#"><img src="https://img.shields.io/badge/License-MIT-green" alt="License"></a>
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<a href="#"><img src="https://img.shields.io/badge/Made_in-India-orange" alt="Made in India"></a>
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</p>
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---
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## 👋 About Us
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**Gothi Tech LLP** is an AI-first company specializing in **Document Intelligence** and **Vision-Language Models**. We build production-grade AI systems that help enterprises automate document processing, extract structured data, and unlock insights from unstructured documents at scale.
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Our mission is to make document understanding **fast, accurate, and accessible** for businesses of all sizes.
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---
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## 🦖 Our Models
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| Model | Type | Size | Description |
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|-------|------|------|-------------|
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| **[GT-REX](https://huggingface.co/gothitech/GT-REX)** | Vision-Language (VLM) | ~7B | Production OCR model for enterprise document understanding, text extraction, and structured data output |
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### GT-REX Variants
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| Variant | Resolution | Speed | Best For |
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|---------|-----------|-------|----------|
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| **Nano** | 640px | ~1-2s | High-volume batch processing (100+ docs/min) |
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| **Pro** | 1024px | ~2-5s | Standard workflows — invoices, contracts, forms |
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| **Ultra** | 1536px | ~5-10s | Fine print, dense tables, legal and medical docs |
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---
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## 🔬 What We Do
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| Area | Capabilities |
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|------|-------------|
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| **Document AI** | Intelligent Document Processing (IDP), automated data extraction |
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| **OCR** | High-accuracy text extraction from printed and scanned documents |
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| **Handwriting** | Recognition and transcription of handwritten text |
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| **Structured Output** | Extract data as JSON, Markdown tables, key-value pairs, custom schemas |
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| **Multi-Language** | Document understanding across multiple languages |
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| **Table Extraction** | Accurate extraction of complex and nested table structures |
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---
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## 🏢 Industries We Serve
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| Industry | Use Cases |
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|----------|-----------|
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| 🏦 **Finance** | Invoice processing, receipt scanning, bank statements |
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| ⚖️ **Legal** | Contract analysis, clause extraction, legal filings |
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| 🏥 **Healthcare** | Medical records, prescriptions, lab reports |
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| 🏛️ **Government** | Form processing, ID verification, tax documents |
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| 🛡️ **Insurance** | Claims processing, policy documents |
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| 📦 **Logistics** | Shipping labels, waybills, packing lists |
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---
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## 🚀 Quick Start
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```python
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from vllm import LLM, SamplingParams
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from PIL import Image
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llm = LLM(
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model="gothitech/GT-REX",
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trust_remote_code=True,
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max_model_len=4096,
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gpu_memory_utilization=0.75,
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)
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image = Image.open("document.png")
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outputs = llm.generate(
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[{"prompt": "Extract all text from this document.", "multi_modal_data": {"image": image}}],
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sampling_params=SamplingParams(temperature=0.0, max_tokens=4096),
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)
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print(outputs[0].outputs[0].text)
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```
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---
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## 🔗 Links
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|---|---|
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| 🌐 **Website** | [gothi.in](https://gothi.in/) |
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| 🤗 **HuggingFace** | [gothitech](https://huggingface.co/gothitech) |
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| 🦖 **GT-REX Model** | [gothitech/GT-REX](https://huggingface.co/gothitech/GT-REX) |
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---
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<p align="center">
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<strong>🇮🇳 Proudly built in India by Gothi Tech LLP</strong>
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</p>
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