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atulyaai/README.md
Atulya AI — Local-First AI for India
Atulya AI — Local-First AI for India

अतुल्य (Atulya) — Incomparable, peerless  ·  तन्त्र (Tantra) — System, woven intelligence
Building sovereign, local-first artificial intelligence: personal assistant, Hindi LLM from scratch, an OS in Rust, and self-hosted tools.

Website License Python Rust Made in India

🌐 Ecosystem

Atulya AI — Full Ecosystem: Tantra, LLM, OS, Launch, Office, Converter

🚀 Flagship Projects

🤖 Atulya-Tantra

Personal AI Assistant (JARVIS-Class)

Local-first personal AI: 3D holographic avatar (Drishti), always-listening voice mode in Hindi and English, neural memory tree, 23+ automation tools, and 9 provider routing backends.

Python FastAPI React Voice Local LLM Automation

🧬 Tantra-LLM

Hindi-First Language Model from Scratch

Built from the ground up: 64k Byte-level BPE tokenizer for Hindi+English, hybrid ALRA + sliding-window attention architecture, zero pretrained dependencies, and CPU-first inference.

Python PyTorch Hindi Tokenizer From-Scratch

⚙️ Atulya-OS

Freestanding Intent Operating System

Experimental x86_64 OS in pure no_std Rust. Custom bootloader, 1080p TrueColor compositor, glass UI, and bare-metal AI intent layer — runs entirely from source on QEMU.

Rust 2024 no_std x86-64 QEMU OSDev

🖥️ Atulya-Launch

Self-Hosted Server Management Panel

Modern open-source alternative to cPanel. Full web dashboard, Nginx config engine, Let's Encrypt SSL, DNS, mail services, Docker management, and CLI with 628 API routes.

Python FastAPI Nginx Docker Self-Hosted

🛠️ Satellite Tools

Repository Focus What It Does
Atulya-Office Automation Excel reconciliation, Word merge, Outlook sorting, PowerPoint decks, Formula AI — one CLI command each
Atulya-All-File-Converter Privacy 100% on-device: PDF merge/split/sign, camera scan OCR, image optimize, CSV/JSON — zero cloud uploads
Built with precision for sovereignty, privacy, and speed.
atulvij.com  •  @atulyaai  •  Copyright (c) 2026 Atulya AI (atulyaai)

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  1. Atulya-OS Atulya-OS Public

    ⚙️ Intent OS in pure no_std Rust — custom x86_64 bootloader, 1080p glass compositor, bare-metal AI layer.

    Rust 1

  2. Atulya-Tantra Atulya-Tantra Public

    Local-first JARVIS-class AI assistant — particle-hologram WebUI, Hindi/English voice with wake word, tools the model calls itself, PC control with approval, MCP + skills, runs on Windows/macOS/Linu…

    Python 1

  3. Tantra-LLM Tantra-LLM Public

    🧬 Hindi-first LLM from scratch — own BPE tokenizer, ALRA architecture, training loop and WebUI. The brain behind Atulya.

    Python 1

  4. Atulya-Launch Atulya-Launch Public

    🖥️ Self-hosted server panel & CLI — Nginx, SSL, DNS, Docker, mail. Lightweight open-source cPanel alternative.

    Python 1