Reflex is an innovative platform designed to revolutionize the e-commerce experience by leveraging the concept of Machine Customers. These are autonomous AI agents capable of shopping on behalf of users, making data-driven purchasing decisions, and optimizing the entire shopping process. Reflex integrates advanced technologies, including Generative AI, IoT, and machine learning, to create a seamless, personalized, and efficient shopping experience.
- Autonomous Shopping: AI agents evaluate products, compare deals, and make purchasing decisions based on user-defined preferences.
- User and Device Onboarding: Easy setup for new and existing users, including IoT device integration.
- Dynamic Thresholds: Configure automatic replenishment thresholds (e.g., order more coffee pods when supply drops below 10).
- Market Research: AI agents conduct market research to recommend the best products and deals.
- Compliance and Vendor Integration: Ensures compliance with user preferences and integrates with multiple vendors for seamless transactions.
- Order Management: Tracks orders, manages deliveries, and handles returns or exchanges.
- Demand Prediction: Utilizes data analysis and correlation modules to predict product demand accurately.
- IoT Integration: Leverages IoT devices to monitor usage and trigger automatic replenishment.
- User Onboarding: Users set up their preferences and configure thresholds for automatic replenishment.
- Device Integration: IoT devices are onboarded to monitor usage and send data to the platform.
- Market Research: AI agents conduct market research to find the best products and deals.
- Product Comparison: Agents compare products based on user-defined criteria.
- Automatic Ordering: When thresholds are met, agents automatically place orders.
- Order Management: The platform tracks orders, manages deliveries, and handles returns or exchanges.
- Demand Prediction: Advanced data analysis predicts future demand, ensuring timely replenishment.
- Python 3.8+
- Docker
- Kubernetes (optional for deployment)
- IoT devices (optional for integration)
-
Clone the repository:
git clone https://github.com/tharoosha/Reflex.git cd Reflex -
Set up the environment:
python -m venv venv source venv/bin/activate pip install -r requirements.txt -
Run the platform:
python main.py
- User Preferences: Configure user preferences and thresholds in
config/user_preferences.json. - Vendor Integration: Add vendor details in
config/vendors.json. - IoT Devices: Set up IoT device integration in
config/iot_devices.json.
We welcome contributions from the community! Please read our CONTRIBUTING.md for details on how to submit pull requests, report issues, and suggest enhancements.
This project is licensed under the MIT License - see the LICENSE file for details.
- Reference Material: Machine Customers Will Decide Who Gets Their Trillion-Dollar Business—Is It You?
For any inquiries, please contact us at [email protected].
Reflex is designed to bring the future of e-commerce to the present, making shopping smarter, faster, and more efficient. Join us in revolutionizing the way we shop!