velox

This project is designed to optimize the yield in liquidity pools and maximize profits in token trading by leveraging the collective investments of users through an Agentic system. The system orchestrates multiple specialized agents to continuously analyze, predict, and execute strategies that maximize financial returns in a decentralized environment.

We developed a robust multi-agent workflow leveraging several key technologies and integrations to enhance decision-making and optimize financial operations. The architecture includes a sentiment analysis agent powered by a HuggingFace-hosted NLP model for processing and interpreting textual data. To predict trends, we incorporated a statistical analysis agent that analyzes historical data and generates future predictions, enabling data-driven insights.

To incorporate real-time market data, we integrated EigenLayer’s eOracle, which provides live price feeds, feeding essential information into the decision-making pipeline. Based on this data, a DeepSeek-R1-powered LLM agent developed using the Warden Agent Kit makes precise investment decisions and provides detailed reasoning for each decision. These decisions are securely logged for each user using Nillion’s Secret Vault service, ensuring privacy and data integrity.

On the frontend, we use The Graph to query decentralized data frequently, enabling the user interface to dynamically display real-time data and actionable insights. This empowers users to optimize their yield farming strategies, perform token swaps, and allocate liquidity in a way that maximizes profits.

The orchestration of these technologies is key to the system's efficiency, creating a seamless interaction between multiple agents and services, and ensuring secure and real-time decision-making. The integration of EigenLayer for live price feeds and Nillion for secure logging, combined with The Graph for frequent querying, adds significant value to the system’s performance, empowering users to maximize yield farming, perform token swaps to maximize profits, and efficiently allocate funds in liquidity pools, ensuring secure and real-time operations.