Skip to main content

Documentation Index

Fetch the complete documentation index at: https://docs.hyperswap.ai/llms.txt

Use this file to discover all available pages before exploring further.

​
Overview

The core AI engine runs in this layer, optimizing every trade by selecting the best liquidity pools, predicting market trends, and ensuring security compliance.

​
Key AI Models

  • AI Smart Order Routing (SOR) – Selects the best swap path using Deep Q-Networks (DQN).
  • AI Liquidity Optimization – Predicts high-liquidity pools with Markov Decision Process (MDP) + LSTM.
  • AI Conversational Trading Assistant – AI chatbot powered by GPT-4 + LangChain.

​