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  • 1. Introducing Mei
  • 2. User Experience (UX) Overview
  • Backend Architecture
    • 3-1. PandaV2 SDK
    • 3-2. MCP Layer Architecture
    • 3-3. Blockchain Loader Structure
    • 3-4. LLM Optimization Structure
  • __
    • 4. MeiLand - GPU Development Environment
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On this page
  • Overview
  • Core Interaction Design
  • Personalized Experience
  • Functional Experience Flow
  • Responsive Design
  • Accessibility Design
  • Emotional Design
  • User Feedback Loop
  • Advanced Interaction Features
  • Performance Metrics

2. User Experience (UX) Overview

Overview

Mei's user experience design is built on a simple yet powerful philosophy: making Web3 interactions as natural as having a conversation with a friend. Through 3D AI character visualization and intelligent dialogue systems, users can completely escape the complex interfaces of traditional blockchain applications and enjoy an unprecedented intuitive experience.

Core Interaction Design

3D AI Character Interaction

Mei presents herself as a beautiful 3D character with rich facial expressions and body language. This isn't just visual appeal—it's a bridge for emotional connection. When you see her smile, complex technical anxiety instantly melts away.

Visual Feedback System

  • Real-time Expression Changes: Adjusts expressions based on conversation content and user emotions

  • Gesture-Assisted Explanations: Uses hand gestures and body language to enhance information delivery

  • Environmental Scene Switching: Changes background environments based on functional modules

Natural Language Conversation Interface

Say goodbye to complex menus and buttons—all operations are completed through natural conversation.

Conversation Flow Design

User: "I'd like to understand my investment situation"
Mei: "Of course! Let me analyze this for you... 
     Your SOL holdings are performing well with a 13.2% return
     However, I noticed your BONK has been volatile—would you like a detailed analysis?"

User: "Yes, please take a look"
Mei: "BONK has dropped 15% over the past 7 days, mainly due to..."

Personalized Experience

Intelligent Learning System

Mei continuously learns your trading habits, risk preferences, and areas of interest, just like a friend who truly understands you.

Personalization Features

  • Trading Style Recognition: Automatically identifies conservative, balanced, or aggressive investment preferences

  • Project Interest Memory: Remembers tokens and projects you care about, proactively providing relevant updates

  • Time Preference Adaptation: Learns your active hours, providing market alerts at optimal times

Context-Aware Interaction

Adjusts interaction methods and information display based on different scenarios.

Scenario-Based Interfaces

  • Trading Mode: Clean price information and quick execution buttons

  • Analysis Mode: Detailed chart data and in-depth interpretations

  • Learning Mode: Progressive tutorials and concept explanations

Functional Experience Flow

Asset Management Experience

Query Process

  1. Voice/Text Input: "Check my investment portfolio"

  2. Intelligent Parsing: Mei understands intent and retrieves data

  3. Visualization: 3D charts and dynamic data presentation

  4. Interactive Analysis: Deep analysis based on user feedback

Information Display Methods

  • 3D Data Visualization: Three-dimensional presentation of asset distribution and profit trends

  • Emotional Color Coding: Green for profits, red for losses—intuitive and clear

  • Dynamic Updates: Real-time data changes shown through smooth animations

Trading Execution Experience

Simplified Trading Process

Traditional DEX trading typically requires 8-12 steps, but with Mei it's just a simple conversation:

User: "Help me buy $100 worth of SOL"
Mei: "Got it! I found you the optimal price:
     Through Jupiter routing, 127.3 USDC = 0.851 SOL
     Estimated 0.8% fee savings. Confirm execution?"
User: "Confirm"
Mei: "Transaction submitted! Expected completion in 15 seconds..."

Learning Guidance Experience

For Web3 newcomers, Mei provides a progressive learning experience.

Teaching Methods

  • Story-Based Explanations: Uses everyday analogies to explain complex concepts

  • Interactive Demonstrations: Learn real functionality through simulated operations

  • Error-Friendly: Provides gentle guidance for mistakes rather than cold error messages

Responsive Design

Multi-Device Adaptation

  • Desktop: Complete 3D interactive experience

  • Mobile: Optimized touch interface while maintaining core functionality

  • Web: No download required, direct browser access

Performance Optimization

Even with complex 3D rendering, we ensure smooth experience:

  • Smart Rendering: Adjusts graphics quality based on device performance

  • Preloading Mechanism: Commonly used functions and data prepared in advance

  • Caching Strategy: Reduces redundant data requests, improves response speed

Accessibility Design

Multi-Language Support

Not only supports multiple languages but also accommodates different cultural communication styles.

Accessibility Features

  • Voice Interaction: Complete voice control support

  • Font Scaling: Adapts to different vision needs

  • High Contrast Mode: Improves readability

Emotional Design

Anxiety-Reducing Design Principles

Blockchain transactions often come with anxiety—Mei's design specifically addresses this pain point:

  • Instant Feedback: Every operation has clear progress indicators

  • Risk Visualization: Shows potential risks in intuitive ways

  • Success Celebration: Positive feedback design when transactions succeed

Trust-Building Mechanisms

  • Transparent Operation Logs: All operations have clear records

  • Data Source Attribution: Analysis results cite data sources and calculation methods

  • Security Status Indicators: Real-time display of wallet and transaction security status

User Feedback Loop

Continuous Optimization Mechanism

  • Usage Behavior Analysis: Anonymized interaction data used to improve experience

  • User Suggestion Collection: Simple feedback collection and rapid response

  • A/B Testing: Gradual rollout and effectiveness validation of new features

Advanced Interaction Features

Adaptive Interface

The interface evolves based on user expertise and preferences:

  • Beginner Mode: Simplified options with detailed explanations

  • Expert Mode: Advanced features with minimal guidance

  • Custom Layouts: User-defined interface arrangements

Emotional Intelligence

Mei recognizes and responds to user emotional states:

  • Stress Detection: Identifies when users feel overwhelmed and offers support

  • Celebration Moments: Acknowledges successful trades and milestones

  • Encouragement System: Provides motivation during market downturns

Proactive Assistance

Rather than waiting for commands, Mei anticipates needs:

  • Market Alerts: Notifies about relevant opportunities based on portfolio

  • Educational Moments: Suggests learning opportunities during quiet periods

  • Portfolio Insights: Regularly provides unsolicited but valuable analysis

Performance Metrics

User Satisfaction Indicators

  • Task Completion Rate: >95% for common operations

  • User Retention: Monthly active user retention >85%

  • Support Ticket Reduction: 70% fewer support requests compared to traditional interfaces

  • Learning Curve: New users productive within 10 minutes

Mei's user experience design pursues not just functional implementation, but emotional connection. We hope every interaction makes users feel that Web3 is no longer cold technology, but a warm companion relationship.

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