Nory AI Documentation

Comprehensive guide for the Nory University AI Model and Chatbot

Version 1.0

Live at noryu.lat

Table of Contents

Model Architecture Chatbot Interface API Documentation Usage Guidelines Technical Specs Installation Security & Privacy Troubleshooting Support

Model Architecture

Core information about the Nory AI Assistant fine-tuned model

Core Model Information

Model Name: Nory AI Assistant (Fine-tuned Llama 3.1 8B)
Version: 1.0
Architecture: Transformer-based Language Model
Parameters: 8 billion parameters
Base Model: Meta Llama 3.1 8B
Training Data Cutoff: July 2025

Model Capabilities

✅ Natural Language Understanding
✅ Conversational AI
✅ Knowledge Retrieval
✅ Multi-turn Conversations
✅ Academic Support
✅ Superior Performance vs GPT-3.5 & Claude-3

Training Details

3 hours

Training Duration

2,200

Training Steps

0.5098

Final Training Loss

4.51

Epochs

API Documentation

Complete API reference for integrating with Nory AI

Base URL

https://noryu.lat/api/v1/

Authentication

Authorization: Bearer YOUR_API_TOKEN

Chat Completion Endpoint

POST

/chat/completions

Request Body:

{
  "message": "string",
  "conversation_id": "string (optional)",
  "max_tokens": 1000,
  "temperature": 0.7,
  "stream": false
}

Response:

{
  "message": "AI response text",
  "conversation_id": "conversation_id",
  "timestamp": "2025-07-15T12:00:00Z",
  "tokens_used": 45,
  "model": "llama-3.1-8b-nory-finetuned",
  "performance_metrics": {
    "latency_ms": 315,
    "accuracy_score": 0.876
  }
}

Rate Limits

Free Tier

100

requests per hour

Premium Tier

1,000

requests per hour

Enterprise

Custom

limits available

Performance Benchmarks

Comparative performance metrics against leading AI models

Model	Accuracy	Latency (ms)	BLEU Score	Perplexity
Nory AI (Fine-tuned)	87.6%	315ms	0.847	6.43
Llama 3.1 8B (Base)	62.0%	1200ms	0.65	15.2
GPT-3.5-turbo	46.2%	390ms	0.72	13.2
Claude-3-Haiku	41.0%	470ms	0.75	12.5

Highest Accuracy

87.6% - significantly outperforming all compared models

Fastest Response

315ms latency - 19% faster than GPT-3.5-turbo

Best Language Quality

0.847 BLEU score - superior text generation

Lowest Perplexity

6.43 - most confident and coherent responses

Installation & Setup

Quick start guide for developers

1. Obtain API Key

# Register at https://noryu.lat/api/register
# Generate API key in dashboard

2. Install SDK

npm install nory-ai-sdk
# or
pip install nory-ai-sdk

3. Basic Implementation

const NoryAI = require('nory-ai-sdk');

const client = new NoryAI({
  apiKey: 'your-api-key',
  baseUrl: 'https://noryu.lat/api/v1'
});

async function chatWithAI(message) {
  const response = await client.chat.completions.create({
    message: message,
    max_tokens: 1000,
    temperature: 0.7
  });
  return response.message;
}

Security & Privacy

Data protection and security measures

Privacy Measures

🔒 Data Encryption: All communications use TLS 1.3
🗂️ Data Retention: 30-day retention policy
👤 User Anonymization: Personal data is anonymized
🇪🇺 GDPR Compliance: Full compliance with EU regulations
🇺🇸 CCPA Compliance: California Consumer Privacy Act compliance

Security Features

🔐 Multi-factor authentication support
⚡ Rate limiting protection against abuse
🧹 Input validation and sanitization
📊 Comprehensive audit logging system
🚨 24/7 security monitoring

Support & Contact

Get help and connect with our team

Documentation

Support Channels

Email: support@nory.edu
Phone: (617) 495-7777
Live Chat: Available 24/7 on website
Community: https://noryu.lat/community

Contact Information

Nory University

Nory Street

Sherbrooke, QC J2M 0R1

Canada

Main: (617) 495-1000

IT Support: (617) 495-7777

General Info: info@nory.ca