akulasairohit/panini-1.0-alpha

🕉️ Panini 1.0 Alpha (Meru OS)

"The Glass Box Model."

Panini 1.0 is the first Neuro-Symbolic LLM built on the Meru OS architecture. It represents Sovereign AI: The logic and the data are owned by the people, not corporations.

🧠 The Sovereign Knowledge Base

This model comes bundled with Compressed Knowledge Modules (.meru) that are loaded directly into memory (Smriti):

Module	content
universal_corpus.meru	25,731 Indo-European Cognates (Sanskrit/Greek/German)
constitution.meru	The Constitution of India (Complete)
ipc.meru	Indian Penal Code (IPC)
ayurveda.meru	Charaka Samhita (Medical Knowledge)
gst_hsn.meru	GST Goods & Services Tax Codes
pin_codes.meru	All India Pincodes Directory
mandi_prices.meru	Real-time Agricultural Prices

🚀 Usage

import torch
from meru_os import PaniniLLM

# Load Model (Auto-loads all .meru files in directory)
model = PaniniLLM()
model.load_state_dict(torch.load("pytorch_model.bin"))

# Query Logic
print(model.query_root("MOTHER"))
# Output: ['mātṛ (Sanskrit)', 'mētēr (Greek)', 'mutter (German)']

print(model.query_law("Fundamental Rights"))
# Output: Returns Article 12-35 from constitution.meru

🌱 Green AI

• Total Size: < 2MB (Weights + All 7 Datasets)
• Inference: CPU-Native
• Architecture: Deterministic Prime Factors

Sovereign AI for a Sovereign World. 🇮🇳