|
|
|
@ -12,6 +12,7 @@ from swarms.utils.loguru_logger import initialize_logger
|
|
|
|
|
import concurrent.futures
|
|
|
|
|
from swarms.utils.output_types import OutputType
|
|
|
|
|
from swarms.structs.conversation import Conversation
|
|
|
|
|
from swarms.security import SwarmShieldIntegration, ShieldConfig
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
logger = initialize_logger(log_folder="mixture_of_agents")
|
|
|
|
@ -33,6 +34,9 @@ class MixtureOfAgents:
|
|
|
|
|
max_loops: int = 1,
|
|
|
|
|
output_type: OutputType = "final",
|
|
|
|
|
aggregator_model_name: str = "claude-3-5-sonnet-20240620",
|
|
|
|
|
shield_config: Optional[ShieldConfig] = None,
|
|
|
|
|
enable_security: bool = True,
|
|
|
|
|
security_level: str = "standard",
|
|
|
|
|
) -> None:
|
|
|
|
|
"""
|
|
|
|
|
Initialize the Mixture of Agents class with agents and configuration.
|
|
|
|
@ -44,6 +48,9 @@ class MixtureOfAgents:
|
|
|
|
|
aggregator_agent (Agent, optional): The aggregator agent to be used in the mixture. Defaults to None.
|
|
|
|
|
aggregator_system_prompt (str, optional): The system prompt for the aggregator agent. Defaults to "".
|
|
|
|
|
layers (int, optional): The number of layers to process in the mixture. Defaults to 3.
|
|
|
|
|
shield_config (ShieldConfig, optional): Security configuration for SwarmShield integration. Defaults to None.
|
|
|
|
|
enable_security (bool, optional): Whether to enable SwarmShield security features. Defaults to True.
|
|
|
|
|
security_level (str, optional): Pre-defined security level. Options: "basic", "standard", "enhanced", "maximum". Defaults to "standard".
|
|
|
|
|
"""
|
|
|
|
|
self.name = name
|
|
|
|
|
self.description = description
|
|
|
|
@ -56,6 +63,9 @@ class MixtureOfAgents:
|
|
|
|
|
self.aggregator_model_name = aggregator_model_name
|
|
|
|
|
self.aggregator_agent = self.aggregator_agent_setup()
|
|
|
|
|
|
|
|
|
|
# Initialize SwarmShield integration
|
|
|
|
|
self._initialize_swarm_shield(shield_config, enable_security, security_level)
|
|
|
|
|
|
|
|
|
|
self.reliability_check()
|
|
|
|
|
|
|
|
|
|
self.conversation = Conversation()
|
|
|
|
@ -203,3 +213,89 @@ class MixtureOfAgents:
|
|
|
|
|
future.result()
|
|
|
|
|
for future in concurrent.futures.as_completed(futures)
|
|
|
|
|
]
|
|
|
|
|
|
|
|
|
|
def _initialize_swarm_shield(
|
|
|
|
|
self,
|
|
|
|
|
shield_config: Optional[ShieldConfig] = None,
|
|
|
|
|
enable_security: bool = True,
|
|
|
|
|
security_level: str = "standard"
|
|
|
|
|
) -> None:
|
|
|
|
|
"""Initialize SwarmShield integration for security features."""
|
|
|
|
|
self.enable_security = enable_security
|
|
|
|
|
self.security_level = security_level
|
|
|
|
|
|
|
|
|
|
if enable_security:
|
|
|
|
|
if shield_config is None:
|
|
|
|
|
shield_config = ShieldConfig.get_security_level(security_level)
|
|
|
|
|
|
|
|
|
|
self.swarm_shield = SwarmShieldIntegration(shield_config)
|
|
|
|
|
logger.info(f"SwarmShield initialized with {security_level} security level")
|
|
|
|
|
else:
|
|
|
|
|
self.swarm_shield = None
|
|
|
|
|
logger.info("SwarmShield security disabled")
|
|
|
|
|
|
|
|
|
|
# Security methods
|
|
|
|
|
def validate_task_with_shield(self, task: str) -> str:
|
|
|
|
|
"""Validate and sanitize task input using SwarmShield."""
|
|
|
|
|
if self.swarm_shield:
|
|
|
|
|
return self.swarm_shield.validate_and_protect_input(task)
|
|
|
|
|
return task
|
|
|
|
|
|
|
|
|
|
def validate_agent_config_with_shield(self, agent_config: dict) -> dict:
|
|
|
|
|
"""Validate agent configuration using SwarmShield."""
|
|
|
|
|
if self.swarm_shield:
|
|
|
|
|
return self.swarm_shield.validate_and_protect_input(str(agent_config))
|
|
|
|
|
return agent_config
|
|
|
|
|
|
|
|
|
|
def process_agent_communication_with_shield(self, message: str, agent_name: str) -> str:
|
|
|
|
|
"""Process agent communication through SwarmShield security."""
|
|
|
|
|
if self.swarm_shield:
|
|
|
|
|
return self.swarm_shield.process_agent_communication(message, agent_name)
|
|
|
|
|
return message
|
|
|
|
|
|
|
|
|
|
def check_rate_limit_with_shield(self, agent_name: str) -> bool:
|
|
|
|
|
"""Check rate limits for an agent using SwarmShield."""
|
|
|
|
|
if self.swarm_shield:
|
|
|
|
|
return self.swarm_shield.check_rate_limit(agent_name)
|
|
|
|
|
return True
|
|
|
|
|
|
|
|
|
|
def add_secure_message(self, message: str, agent_name: str) -> None:
|
|
|
|
|
"""Add a message to secure conversation history."""
|
|
|
|
|
if self.swarm_shield:
|
|
|
|
|
self.swarm_shield.add_secure_message(message, agent_name)
|
|
|
|
|
|
|
|
|
|
def get_secure_messages(self) -> List[dict]:
|
|
|
|
|
"""Get secure conversation messages."""
|
|
|
|
|
if self.swarm_shield:
|
|
|
|
|
return self.swarm_shield.get_secure_messages()
|
|
|
|
|
return []
|
|
|
|
|
|
|
|
|
|
def get_security_stats(self) -> dict:
|
|
|
|
|
"""Get security statistics and metrics."""
|
|
|
|
|
if self.swarm_shield:
|
|
|
|
|
return self.swarm_shield.get_security_stats()
|
|
|
|
|
return {"security_enabled": False}
|
|
|
|
|
|
|
|
|
|
def update_shield_config(self, new_config: ShieldConfig) -> None:
|
|
|
|
|
"""Update SwarmShield configuration."""
|
|
|
|
|
if self.swarm_shield:
|
|
|
|
|
self.swarm_shield.update_config(new_config)
|
|
|
|
|
logger.info("SwarmShield configuration updated")
|
|
|
|
|
|
|
|
|
|
def enable_security(self) -> None:
|
|
|
|
|
"""Enable SwarmShield security features."""
|
|
|
|
|
if not self.swarm_shield:
|
|
|
|
|
self._initialize_swarm_shield(enable_security=True, security_level=self.security_level)
|
|
|
|
|
logger.info("SwarmShield security enabled")
|
|
|
|
|
|
|
|
|
|
def disable_security(self) -> None:
|
|
|
|
|
"""Disable SwarmShield security features."""
|
|
|
|
|
self.swarm_shield = None
|
|
|
|
|
self.enable_security = False
|
|
|
|
|
logger.info("SwarmShield security disabled")
|
|
|
|
|
|
|
|
|
|
def cleanup_security(self) -> None:
|
|
|
|
|
"""Clean up SwarmShield resources."""
|
|
|
|
|
if self.swarm_shield:
|
|
|
|
|
self.swarm_shield.cleanup()
|
|
|
|
|
logger.info("SwarmShield resources cleaned up")
|
|
|
|
|