ReGraph

Decentralized AI Compute Marketplace

Website • Documentation • API Reference • Status

---

🚀 Overview

ReGraph is a decentralized AI compute marketplace that connects hardware providers with developers who need inference and training resources. Our platform democratizes access to AI computing power by creating a global network of distributed compute nodes.

Why ReGraph?

• Cost Effective: Up to 80% cheaper than traditional cloud providers
• Decentralized: No single point of failure, powered by a global network
• Easy Integration: OpenAI-compatible API, drop-in replacement for existing workflows
• Multi-Model Support: Access to GPT-5, Gemini, Claude, Llama, and 50+ models
• Pay-as-you-go: Only pay for what you use, no commitments

📊 Pricing Comparison

Provider	GPT-4 Equivalent	Llama 70B	Image Generation
ReGraph	$0.002/1K tokens	$0.0008/1K tokens	$0.02/image
OpenAI	$0.03/1K tokens	N/A	$0.04/image
AWS Bedrock	$0.008/1K tokens	$0.00265/1K tokens	$0.05/image
Google Cloud	$0.00125/1K tokens	$0.0009/1K tokens	$0.04/image

🛠️ Quick Start

Installation

# Clone the repository
git clone https://github.com/ildu00/ReGraph.git

# Navigate to project directory
cd ReGraph

# Install dependencies
npm install

# Start development server
npm run dev

API Usage

ReGraph provides an OpenAI-compatible API. Simply replace your API endpoint:

import openai

client = openai.OpenAI(
    api_key="your-regraph-api-key",
    base_url="https://api.regraph.tech/v1"
)

response = client.chat.completions.create(
    model="gpt-5",
    messages=[
        {"role": "user", "content": "Hello, ReGraph!"}
    ]
)

print(response.choices[0].message.content)

cURL Example

curl -X POST https://api.regraph.tech/v1/chat/completions \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "gpt-5",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'

🖥️ For Hardware Providers

Earn passive income by contributing your unused compute resources to the ReGraph network.

Supported Hardware

• GPU: NVIDIA RTX, Tesla, A100, H100
• TPU: Google TPU v2, v3, v4
• NPU: Intel Movidius, Apple Neural Engine
• CPU: x86_64, ARM64
• Mobile: Android/iOS devices with neural accelerators

Quick Setup

Linux/macOS:

curl -fsSL https://regraph.tech/install.sh | bash

Windows (PowerShell):

irm https://regraph.tech/install.ps1 | iex

Docker:

docker run -d --gpus all regraph/provider:latest

📚 API Reference

Endpoints

Endpoint	Method	Description
/v1/chat/completions	POST	Chat completions (streaming supported)
/v1/completions	POST	Text completions
/v1/embeddings	POST	Generate embeddings
/v1/images/generations	POST	Image generation
/v1/audio/transcriptions	POST	Audio transcription
/v1/models	GET	List available models

Authentication

All API requests require authentication via Bearer token:

Authorization: Bearer YOUR_API_KEY

Get your API key at regraph.tech/dashboard.

🏗️ Architecture

+------------------------------------------------------------------+
|                        ReGraph Platform                          |
+------------------------------------------------------------------+
|                                                                  |
|   +-----------+     +-----------+     +-----------+              |
|   |  API GW   |     | Load Bal  |     |   Auth    |              |
|   +-----------+     +-----------+     +-----------+              |
|                                                                  |
+------------------------------------------------------------------+
|                                                                  |
|   +----------------------------------------------------------+   |
|   |                   Inference Router                       |   |
|   |                                                          |   |
|   |   +---------+   +---------+   +---------+                |   |
|   |   | Model A |   | Model B |   | Model C |   ...          |   |
|   |   +---------+   +---------+   +---------+                |   |
|   +----------------------------------------------------------+   |
|                                                                  |
+------------------------------------------------------------------+
|                                                                  |
|   +---------+   +---------+   +---------+   +---------+          |
|   | GPU #1  |   | GPU #2  |   | TPU #1  |   | NPU #1  |   ...    |
|   |Provider |   |Provider |   |Provider |   |Provider |          |
|   +---------+   +---------+   +---------+   +---------+          |
|                                                                  |
+------------------------------------------------------------------+

🔧 Technology Stack

• Frontend: React, TypeScript, Tailwind CSS, Vite
• Backend: Supabase Edge Functions, PostgreSQL
• Infrastructure: Distributed compute network
• Authentication: JWT-based with API keys

📈 Features

For Developers

• ✅ OpenAI-compatible API
• ✅ 50+ AI models available
• ✅ Streaming responses
• ✅ Batch processing
• ✅ Fine-tuning support
• ✅ Usage analytics dashboard
• ✅ Crypto & fiat payments

For Providers

• ✅ Easy one-click setup
• ✅ Automatic earnings
• ✅ Real-time monitoring
• ✅ Multi-device support
• ✅ Crypto payouts
• ✅ Competitive rates

🤝 Contributing

We welcome contributions! Please see our Contributing Guide for details.

1. Fork the repository
2. Create your feature branch (git checkout -b feature/amazing-feature)
3. Commit your changes (git commit -m 'Add amazing feature')
4. Push to the branch (git push origin feature/amazing-feature)
5. Open a Pull Request

📄 License

This project is licensed under the MIT License - see the LICENSE file for details.

🔗 Links

• Website: regraph.tech
• Documentation: regraph.tech/docs
• API Status: regraph.tech/status
• Blog: regraph.tech/blog
• Support: regraph.tech/support

---

Built with ❤️ by the ReGraph Team