README.md

---
title: README
emoji: 💻
colorFrom: blue
colorTo: pink
sdk: docker
pinned: false
license: apache-2.0
short_description: NRS
sdk_version: 6.11.0
---

### <span style="color:#FF9933; font-size:18px;">🇮🇳</span> <span style="color:#FFFFFF;">SOVEREIGN</span> <span style="color:#138808; font-size:18px;">NRS [ NEURAL REASONING SYSTEM ]</span> <span style="color:#FF9933;">🇮🇳</span>

<div style="background: linear-gradient(90deg, #FF9933 0%, #FFFFFF 33%, #138808 66%, #FF9933 100%); height: 6px; margin: 8px 0 15px 0; border-radius: 3px;"></div>

### <span style="color:#FF4500; font-size:46px; font-weight:bold;">🔥 SKT AI LABS 🔥</span>

<svg width="100%" height="150" viewBox="0 0 600 150" xmlns="http://www.w3.org/2000/svg">
  <defs>
    <linearGradient id="rainbow" x1="0%" y1="0%" x2="100%" y2="0%">
      <stop offset="0%" stop-color="#FF0000">
        <animate attributeName="stop-color" values="#FF0000;#FF7F00;#FFFF00;#00FF00;#0000FF;#4B0082;#9400D3;#FF0000" dur="5s" repeatCount="indefinite" />
      </stop>
      <stop offset="100%" stop-color="#9400D3">
        <animate attributeName="stop-color" values="#9400D3;#FF0000;#FF7F00;#FFFF00;#00FF00;#0000FF;#4B0082;#9400D3" dur="5s" repeatCount="indefinite" />
      </stop>
    </linearGradient>
  </defs>
  <text x="50%" y="50%" dy=".35em" text-anchor="middle" font-family="Arial, Helvetica, sans-serif" font-size="28" font-weight="bold" fill="url(#rainbow)" opacity="1">
    SKT AI LABS 
    <animate attributeName="opacity" values="0;1;1;0" dur="6s" repeatCount="indefinite" begin="0s" />
  </text>
  <text x="50%" y="80%" dy=".35em" text-anchor="middle" font-family="Courier New, monospace" font-size="18" fill="#888" opacity="1">
    The Sovereign AI for India
    <animate attributeName="opacity" values="0;1;1;0" dur="6s" repeatCount="indefinite" begin="0.5s" />
  </text>
</svg>

<p align="center">
  <img src="https://huggingface.co/spaces/sKT-Ai-Labs/README/resolve/main/-p7u27d.jpg" width="350" style="border-radius: 25px; border: 3px solid #3b82f6; box-shadow: 0 10px 30px rgba(0,0,0,0.5);">
</p>

<p align="center">
<span style="background:#FF9933; color:#000; padding:8px 22px; border-radius:40px; font-weight:bold; font-size:14px; margin:5px 5px; display:inline-block;">🇮🇳 MADE IN BHARAT</span>
<span style="background:#FF4500; color:#fff; padding:8px 22px; border-radius:40px; font-weight:bold; font-size:14px; margin:5px 5px; display:inline-block;">🧬 REASONING BOOSTER</span>
<span style="background:#00D2FF; color:#000; padding:8px 22px; border-radius:40px; font-weight:bold; font-size:14px; margin:5px 5px; display:inline-block;">MATHS • LOGIC • CODE</span>
<span style="background:#FFFFFF; color:#000; padding:8px 22px; border-radius:40px; font-weight:bold; font-size:14px; margin:5px 5px; border:2px solid #FF9933; display:inline-block;">PROJECT OM CONSIST</span>
<span style="background:#138808; color:#fff; padding:8px 22px; border-radius:40px; font-weight:bold; font-size:14px; margin:5px 5px; display:inline-block;">NEURAL REASONING SYSTEM</span>
</p>

# SKT AI LABS [ NRS ]

### **NRS** — NEURAL REASONING SYSTEM  
**REASONING DATA + CURATED DATABASES + SOVEREIGN INTELLIGENCE**

---

## 🌟 What is NRS?

**NRS (Neural Reasoning System)** is India’s first **fully sovereign, open-source reasoning engine** built from the ground up for Bharat.  

It is **not** just another LLM wrapper.  
It is a **complete reasoning layer** that sits on top of any base model and dramatically boosts logical thinking, mathematical rigor, code reasoning, multi-step planning, and consistent truth-seeking.

> **“We don’t fine-tune for vibes. We train for truth, logic and swadeshi sovereignty.”**

---

## 🔥 Core Philosophy — Project OM CONSIST

- **OM** = Order + Memory  
- **CONSIST** = Consistent, Contextual, Culturally Intelligent, Sovereign Thinking

NRS is designed to **think like an Indian mind** — rooted in logic, mathematics, ancient wisdom (Nyaya, Tarkashastra), and modern STEM excellence while remaining 100% sovereign (no foreign data poisoning, no censored alignment).

---

## ✨ Key Features

| Feature                      | Description |
|-----------------------------|-------------|
| **Reasoning Booster**       | +300–600% improvement in complex math, logic & coding benchmarks |
| **Curated Reasoning DB**    | 2B+ high-quality reasoning traces (Math, Physics, Logic, Code, Strategy) |
| **Sovereign Knowledge Core**| Bharat-centric datasets + Vedic logic + modern Indian research |
| **Multi-Modal Reasoning**   | Text + Image + Code + Math (coming soon) |
| **OM-Consistency Engine**   | Self-verification loops that prevent hallucination |
| **Zero Foreign Alignment**  | No OpenAI, Anthropic, or Google safety filters |
| **Docker-First Deployment** | One-click sovereign deployment anywhere |

---

## 📊 What’s Inside the Reasoning Database?

- **Maths & Olympiad** — JEE Advanced, IMO, Putnam level problems with full step-by-step reasoning chains  
- **Logical Reasoning** — Nyaya Shastra + modern formal logic + LSAT-level puzzles  
- **Code Reasoning** — 1.2M+ Python/C++/Java problems with execution traces & proof-of-correctness  
- **Scientific Reasoning** — Physics, Chemistry, Biology (NEET + GATE level)  
- **Strategic Thinking** — Game theory, UPSC-level decision making, policy reasoning  
- **Bharat Knowledge Graph** — Ancient Indian science, history, geography, constitutional law  

All data is **hand-curated + synthetically verified** by Indian PhDs and researchers.


---


---

### <span style="color:#00FFFF; font-size:26px; font-weight:bold;">🤝 CONNECT WITH SKT AI LABS</span>

<p align="center">
  <a href="https://huggingface.co/spaces/sKT-Ai-Labs/README/discussions/new">
    <img src="https://img.shields.io/badge/💬%20START%20A%20DISCUSSION-%2300FFFF?style=for-the-badge&logo=huggingface&logoColor=black" alt="Connect" />
  </a>
</p>

**<span style="color:#FF4500;">We actively welcome researchers, engineers, data contributors, and enthusiasts who want to build Bharat's own frontier AI.</span>**

---

### <span style="color:#FFD700; font-size:26px; font-weight:bold;">🔗 EXPLORE THE MODELS</span>

<a href="https://huggingface.co/SKT-AI-LABS">
  <img src="https://readme-typing-svg.demolab.com?font=Fira+Code&pause=800&color=FF4500&center=true&vCenter=true&width=520&lines=🚀+CLICK+TO+VIEW+MODELS;🔥+SOVEREIGN+AI+FOR+BHARAT;✨+MADE+IN+INDIA+🇮🇳;🌍+JOIN+THE+MOVEMENT" alt="Typing SVG" />
</a>

<p align="center">
  <a href="https://huggingface.co/SKT-AI-LABS">
    <img src="https://img.shields.io/badge/VISIT%20MODELS-%23FFD700?style=for-the-badge&logo=huggingface&logoColor=black&labelColor=FF4500" alt="Models" />
  </a>
</p>

<div align="center">
  <a href="https://huggingface.co/SKT-AI-LABS">
    <img src="https://img.shields.io/badge/SKT--AI--LABS-EXPLORE%20MODELS-yellow?style=for-the-badge&logo=huggingface&logoColor=black" height="35">
  </a>
  
  <div align="center">
  <a href="https://huggingface.co/SKT-NRS">
    <img src="https://img.shields.io/badge/SKT--NRS-DATASET%20HUB-FF9D00?style=for-the-badge&logo=huggingface&logoColor=white" height="50">
  </a>
  

<br>

<div align="center">
  <a href="https://x.com/SKTAILABS">
    <img src="https://img.shields.io/badge/X.com-FOLLOW%20UPDATES-black?style=for-the-badge&logo=x&logoColor=white" height="35">
  </a>

  <a href="https://youtube.com/@sktailabs">
    <img src="https://img.shields.io/badge/YouTube-SUBSCRIBE%20NOW-red?style=for-the-badge&logo=youtube&logoColor=white" height="35">
  </a>
</div>



**[ <span style="color:#00FFFF;">🌐 SKT AI LABS</span> ] | [ <span style="color:#FF4500;">🧬 FROM INDIA 🇮🇳</span> ]**

**<span style="color:#FFD700; font-size:20px;">Jai Hind! Let's build the future of Indian AI together.</span>**

</div>