How it works
Rockee AI offers two distinct modes of operation: Traditional Mode and AI Mode.
Traditional Mode: In this mode, users engage with DeFi protocols in a more conventional manner. Despite its straightforward design, Rockee still provides a seamless, user-friendly experience that is easy to understand.
AI Mode: When AI Mode is enabled, users can interact with a specialized AI agent for all DeFi-related tasks. Leveraging natural language processing (NLP) and large language models (LLMs), the AI agent interprets user intents across multiple languages and translates them into actionable steps. While this approach greatly enhances convenience, the user ultimately retains full control and makes all final decisions. The video below shows how Rockee's AI mode works.
Under the hood, Rockee’s technical architecture is designed to deliver seamless AI-driven functionality and secure on-chain interactions. Here’s an overview of the end-to-end workflow:
User Interface and Feedback Loop
Front-End Experience: With help from the AI agent, users can access real-time analytics, trade setups, portfolio overviews, and investment insights through a streamlined UI. This ensures they have the right information at their fingertips, helping them make informed decisions and potentially maximize their portfolio performance.
Continuous Improvement: Users can offer feedback on AI-generated insights or outcomes, enabling the platform to refine its models. Over time, Rockee’s AI gets smarter and more adept at aligning with user expectations.
AI Processing and Decision Logic
ElizaOS Platform: Rockee uses the ElizaOS platform as a core component for AI preprocessing, enabling communication and management of other AI components. It is both manageable and extensible, and it fully meets Rockee’s requirements.
NLP Layer: Users communicate with Rockee through natural language queries, which are processed by an NLP module powered by a Large Language Model (LLM). This module is designed to interpret most user intents related to the crypto space, enabling more intuitive interactions and streamlined decision-making.
Machine Learning Models: Advanced ML algorithms (for trading signals, risk assessment, pattern recognition) run on top of the gathered data. They generate insights, recommendations, or automated strategies tailored to each user’s query or preference.
Data Ingestion and Aggregation
Data Sources: Rockee collects information from various trusted platforms, including on-chain explorers, DEX analytics, reputable news outlets, social media, and market data oracles.
Real-Time Processing: A dedicated backend infrastructure continuously updates and stores relevant market indicators, token data, and user portfolio details.
Smart Contract Interaction
DeFi Integration Once a user approves an AI-generated recommendation such as making a trade, staking tokens, or claiming rewards, Rockee’s smart contract interface executes the transaction in alignment with those intents. The platform will continuously expand its DeFi integrations; the initial version will support DEXs, lending protocols, yield optimization, and farming.
Platform Management This contract layer manages user profiles, referral systems, staking of the $ROCK token, and other platform configurations, ensuring a streamlined user experience and efficient updates across the ecosystem.
Other Utility Modules
Automated Tasks Users can schedule automated routines, such as regular token claims or portfolio rebalancing. The system continuously monitors on-chain events and triggers these tasks as needed, reducing manual oversight.
Risk Management Alerts Rockee proactively notifies users when risk thresholds are crossed, for example, if liquidity levels drop below a certain point or collateral ratios become unsafe. This allows users to take timely measures to protect their assets.
Portfolio Management Users can easily track and manage their portfolios in one place. This includes performance overviews, asset rebalancing, and strategic allocations to optimize returns.
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