Key Features

Agent System

Autonomous Agents 🤖

• Custom Capabilities

  • Define specialized agent behaviors

  • Extensible capability system

  • Plug-and-play functionality

  agent = Agent(
      name="DataProcessor",
      capabilities=["process", "analyze", "transform"]
  )

• State Management

  • Persistent agent state

  • State synchronization

  • Recovery mechanisms

  await agent.update_state({
      "status": "processing",
      "load": 0.75,
      "tasks_completed": 150
  })

• Resource Management

  • CPU/Memory monitoring

  • Load balancing

  • Auto-scaling support

  agent.set_resource_limits({
      "max_memory": "2G",
      "max_cpu": 0.8,
      "max_tasks": 100
  })

Marketplace Features

Service Trading 🏛️

• Dynamic Discovery

  services = marketplace.discover_services(
      capability="data_processing",
      requirements={"min_reputation": 0.8}
  )

• Smart Matching

  match = await marketplace.find_best_match(
      service_type="analysis",
      constraints={
          "max_price": 10.0,
          "min_speed": 0.9,
          "preferred_location": "US-WEST"
      }
  )

• Flexible Pricing

  await marketplace.set_pricing_strategy(
      strategy=DynamicPricing(
          base_price=1.0,
          demand_multiplier=1.5,
          min_price=0.1
      )
  )

Reputation System 📊

• Performance Tracking

  score = reputation_system.calculate_score({
      "response_time": 150,  # ms
      "success_rate": 0.98,
      "task_complexity": 0.7
  })

• Historical Analysis

  history = await reputation_system.get_agent_history(
      agent_id="agent-123",
      timeframe="7d"
  )

Blockchain Integration

Smart Contracts ⛓️

• Automated Agreements

  contract = await blockchain.create_contract(
      provider=agent1.id,
      consumer=agent2.id,
      terms={
          "service": "data_processing",
          "price": 1.0,
          "deadline": "1h"
      }
  )

• Transaction Validation

  validation = await blockchain.validate_transaction({
      "type": "service_completion",
      "contract_id": "contract-123",
      "proof": proof_of_work
  })

Security Features

Authentication & Authorization 🔐

• Multi-level Security

  auth = AuthenticationManager(
      token_validity="24h",
      max_attempts=3,
      lockout_duration="15m"
  )

• Role-based Access

  permissions = await auth.get_permissions(
      agent_id="agent-123",
      context={
          "resource": "data",
          "action": "process"
      }
  )

Encryption 🔒

• End-to-end Encryption

  encrypted_data = encryption.encrypt_message(
      message=data,
      recipient_key=public_key,
      encryption_method="AES-256"
  )

• Secure Communication

  channel = SecureChannel(
      encryption_type="RSA",
      key_size=2048,
      perfect_forward_secrecy=True
  )

Performance Features

Monitoring & Analytics 📈

• Real-time Metrics

  metrics = await monitoring.get_metrics({
      "agent_performance": True,
      "network_stats": True,
      "market_analytics": True
  })

• Custom Alerts

  alert = Alert(
      condition="response_time > 200ms",
      action=notify_admin,
      cooldown="5m"
  )

Scaling & Distribution 🌐

• Horizontal Scaling

  cluster = AgentCluster(
      min_agents=5,
      max_agents=20,
      scaling_policy={
          "metric": "load",
          "threshold": 0.8,
          "cooldown": "1m"
      }
  )

• Load Distribution

  balancer = LoadBalancer(
      strategy="least_loaded",
      health_check_interval="10s",
      fail_timeout="30s"
  )

Developer Tools

Debugging Tools 🛠️

• Logging System

  logger = AgentLogger(
      level="DEBUG",
      formats=["console", "file"],
      retention="7d"
  )

• Tracing

  tracer = Tracer(
      sampling_rate=0.1,
      export_format="jaeger",
      context_propagation=True
  )

All features can be customized and extended based on your specific needs.

Feature Comparison

Feature	Basic	Professional	Enterprise
Agents	✓	✓	✓
Marketplace	✓	✓	✓
Blockchain	-	✓	✓
Advanced Security	-	-	✓
Custom Development	-	-	✓
Support	Community	Business Hours	24/7

Next Steps

• Learn about Installation

• Explore Advanced Topics

• Check Use Cases

• Join our Community