SDK & deployment

1. Install the open-source SDK

pip install quant1024

quant1024 is a fully open-source Python package published on PyPI and maintained by the 1024 community.
It can be used independently or seamlessly integrated with 1024Quant Cloud.

2. Initialize a strategy

quant1024 init my_strategy
cd my_strategy

Creates a minimal working template with:

• main.py – entry point
• config.yml – trading pair & parameters
• strategy.py – base strategy class

3. Run locally

python main.py

Watch real-time market data, signals, and logs in your terminal.

4. Deploy to cloud

Deploy any quant1024 strategy to:

• Render or Railway via provided GitLab CI template
• Automatic build + logging
• Monitor metrics in 1024Quant Dashboard

# .gitlab-ci.yml
stages:
  - deploy
deploy:
  stage: deploy
  image: python:3.11-slim
  script:
    - pip install quant1024
    - python main.py

5. Next steps

• Explore API Reference for WebSocket & REST endpoints
• Join the Discord community to share your strategy
• Contribute on GitHub → chuci-qin/quant1024

⚡️ The SDK empowers developers to build agents that trade on 1024EX or any compatible exchange, leveraging AI-native inference and on-chain transparency.