If you frequently use DackieSwap, you might already know that our AI Smart Router was released two months prior to this article and is continuously being improved every day. This article aims to explain what DackieSwap’s AI Smart Router is, how it works, and how it enhances its accuracy over time.

What is AI Smart Router

The AI Smart Router is a signature feature of DackieSwap. Our core technology, known as the 'aggregator of aggregators,' integrates with many popular aggregators. When a user selects a swap pair, the system fetches quotes in parallel and applies our built-in AI model to determine the best route. The model is lightweight and simple, embedded directly in our frontend, and is formatted as outlined below.

{
  "odos": 1.21512,
  "okx": 1.21137,
  "kyber": 1.21269,
  "wowmax": 1.21413
}

After receiving quotes from aggregators, the AI Smart Router combines them with its model to determine the best possible route. The core technology is how to generate this model…

How it works

To develop the built-in AI model, we collect various metrics from daily trades and use AI to analyze them. The metrics we gather include the 'number of swaps,' 'swap success rate,' and 'swap volume' of aggregators. Model will be build in interval 24 hours.

The below sequense diagram describe in detail how our AI Smart Router works.

In conclusion, DackieSwap's AI Smart Router optimizes swap routes by integrating multiple aggregators and using a lightweight AI model. Updated every 24 hours, the model analyzes metrics like swap count, success rate, and volume, ensuring the best outcomes and continuous improvement for users.

Reference our docs.