Agent Protocol

Core Components

1. Knowledge Management

• Knowledge Graph Architecture

  • Ontology definition
  • Relationship mapping
  • Dynamic updates
  • Query optimization
  • Semantic reasoning

• Vector Database Integration

  • Embedding storage
  • Similarity search
  • Index management
  • Cache optimization
  • Query processing

• RAG Implementation

  • Document processing
  • Context retrieval
  • Response generation
  • Source verification
  • Accuracy validation

2. Agent Communication

Inter-agent Messaging

• Message format standards
• Routing protocols
• State synchronization
• Task delegation
• Error handling

Resource Negotiation

• Resource request protocol
• Allocation algorithms
• Conflict resolution
• Priority management
• Resource release

3. Memory Management

Short-term Memory

• Working memory allocation
• Context preservation
• Temporary storage
• Memory cleanup
• Performance optimization

Long-term Storage

• Persistent storage
• Data indexing
• Retrieval optimization
• Archive management
• Backup strategies

4. Task Execution

Workflow Management

• Task scheduling
• Dependency resolution
• Progress tracking
• Error recovery
• Performance monitoring

Resource Utilization

• Resource allocation
• Usage optimization
• Cost management
• Performance metrics
• Scaling strategies