https://github.com/jitendragangwar123/seiagentpay
Empowering Merchants and Consumers with AI-Driven Crypto Payments for a Frictionless Financial Future
https://github.com/jitendragangwar123/seiagentpay
ai-agent defi etherjs foundry nextjs payment-gateway sei-network solidity walletconnect
Last synced: 17 days ago
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Empowering Merchants and Consumers with AI-Driven Crypto Payments for a Frictionless Financial Future
- Host: GitHub
- URL: https://github.com/jitendragangwar123/seiagentpay
- Owner: jitendragangwar123
- Created: 2025-02-13T08:58:18.000Z (2 months ago)
- Default Branch: main
- Last Pushed: 2025-02-14T23:00:36.000Z (2 months ago)
- Last Synced: 2025-04-12T08:59:19.103Z (17 days ago)
- Topics: ai-agent, defi, etherjs, foundry, nextjs, payment-gateway, sei-network, solidity, walletconnect
- Language: TypeScript
- Homepage: https://sei-agent-pay.vercel.app
- Size: 319 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# 🚀 SeiAgentPay
## 📌 Problem Statement
Traditional payment systems lack transparency, efficiency, and security, especially when it comes to stablecoin payments. Businesses and users face challenges such as:
⚡ High transaction fees
🔗 Lack of interoperability
🐢 Slow processing times
## 💡 Solution
**SeiAgentPay** is a **decentralized stablecoin payment system** that allows users to make payments seamlessly using **DAI, USDT, and USDC**. It integrates an **AI-powered recommendation system** to suggest the best stablecoin based on transaction history and user behavior, ensuring **cost-effective and efficient** transactions.
## ✨ Features
✅ **🔍 Stablecoin Recommendation** – AI-powered system to suggest the best stablecoin for payments.
✅ **💰 Multi-Stablecoin Support** – Supports **DAI, USDT, and USDC** transactions.
✅ **🔐 Secure Transactions** – Trustless and transparent payments using **smart contracts**.
✅ **🏪 Merchant Payments** – Enables **direct stablecoin transfers** to merchants.
✅ **⚡ Fast & Low-Cost** – Built on **Sei Network** for **high-speed** and **low-fee** transactions.
✅ **🔧 Admin Control** – Allows updating stablecoin addresses and managing settings securely.
## 🏗 Stablecoin Recommendation Model
SeiAgentPay integrates a **machine learning-based stablecoin recommendation model** that suggests the best stablecoin for a given transaction based on:
- **User Transaction History** (average volume & frequency)
- **Merchant Category**
- **Transaction Purpose**
### **Model Training & Deployment**
- The **RandomForestClassifier** is used to train a model with transaction data.
- The model is exposed via a **FastAPI backend** that provides an API for recommendations.
- Encoders ensure categorical data (merchant category & transaction purpose) is processed correctly.
- The recommendation engine runs on **Google Colab** for model training and can be deployed locally or on a server.
## 🚀 Getting Started
### **1️⃣ Clone the Repository**
```sh
git clone https://github.com/jitendragangwar123/SeiAgentPay
cd SeiAgentPay
```
### **2️⃣ Install Backend Dependencies**
```sh
cd stablecoin-recommender
pip install -r requirements.txt
```
### **3️⃣ Train the Stablecoin Recommendation Model (Optional)**
If you want to retrain the model, run:
```sh
python train_model.py
```
This generates updated **.pkl** model files and user transaction history.
### **4️⃣ Run the Backend API**
```sh
python main.py
```
### **5️⃣ Install Frontend Dependencies**
```sh
cd front-end
npm install
```
### **6️⃣ Run the Frontend**
```sh
npm run dev
```
## 📡 API Endpoints
The backend provides the following endpoints:
| Endpoint | Method | Description |
|-----------|--------|--------------------------------------------|
| `/` | GET | Check API status |
| `/users` | GET | Fetch user transaction data |
| `/recommend` | POST | Get the best stablecoin recommendation |
## 🤝 Contributing
We welcome contributions from the community! 🌍
Feel free to **open issues**, **submit pull requests**, or **suggest new features**.
## 📜 License
This project is licensed under the **MIT License**. 📝
## Contact Us
Please reach out to us at [email protected] or [email protected]