Architecture
The D.A.T.A framework is designed with a modular, extensible architecture that enables seamless integration between AI capabilities and blockchain infrastructure. This section details the key components and their interactions.
1. External Interaction Layer
At the framework's entry point, the External Interaction Layer manages all communications with users across various platforms:
Social Integration
Discord integration for community engagement
Twitter for public communications and announcements
Telegram for direct user interactions
Standardized message processing across platforms
2. Core Processing Layer
The heart of the framework, powered by DeepSeek's cognitive architecture:
DeepSeek Cognitive Engine
Chain-of-thought processing for complex reasoning
Self-verification mechanisms for decision validation
Reasoning pattern generation and refinement
Continuous learning pipeline for improvement
Memory Manager
Working memory for active processing
Long-term memory for persistent knowledge
Context preservation across interactions
Pattern recognition and recall
Task Manager
Task generation based on cognitive analysis
Execution scheduling and prioritization
Resource allocation and optimization
Performance monitoring and adjustment
Action Manager
Action planning with multi-step validation
Execution coordination across components
Verification of action outcomes
Feedback integration for improvement
3. Token Layer
Manages token-related operations and stakeholder interactions:
Token Manager
Balance tracking across chains
Token operation coordination
Transaction validation and verification
Asset management and optimization
Stakeholder Manager
User profile management
Reputation system implementation
Stakeholder preference tracking
Interest alignment verification
4. Blockchain Layer
Handles all blockchain interactions and data management:
CARV Data Integration
On-chain data collection and analysis
Cross-chain data aggregation
Real-time data validation
Historical data processing
Wallet Manager
Transaction control and execution
Multi-chain wallet management
Security protocol implementation
Key management and protection
Component Interactions
The framework's components interact through well-defined pathways:
External → Core
User inputs are processed through social integrations
Messages are standardized and enriched with context
DeepSeek engine analyzes and generates responses
Core → Token
Cognitive engine informs token-related decisions
Stakeholder data influences processing priorities
Token status affects action execution
Core → Blockchain
Actions are validated against blockchain state
On-chain data informs decision-making
Transaction outcomes provide feedback
Token → Blockchain
Token operations are executed on-chain
Wallet operations are coordinated
Transaction status is monitored
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