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@ -11,6 +11,7 @@ from swarms.utils.auto_download_check_packages import (
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auto_check_and_download_package,
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auto_check_and_download_package,
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)
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)
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from swarms.utils.loguru_logger import initialize_logger
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from swarms.utils.loguru_logger import initialize_logger
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from swarms.security import SwarmShieldIntegration, ShieldConfig
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logger = initialize_logger(log_folder="swarm_matcher")
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logger = initialize_logger(log_folder="swarm_matcher")
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@ -94,13 +95,22 @@ class SwarmMatcher:
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- Supports saving/loading swarm type configurations
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- Supports saving/loading swarm type configurations
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"""
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"""
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def __init__(self, config: SwarmMatcherConfig):
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def __init__(
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self,
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config: SwarmMatcherConfig,
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shield_config: Optional[ShieldConfig] = None,
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enable_security: bool = True,
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security_level: str = "standard",
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):
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"""
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"""
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Initializes the SwarmMatcher with a configuration.
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Initializes the SwarmMatcher with a configuration.
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Args:
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Args:
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config (SwarmMatcherConfig): Configuration object specifying model settings,
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config (SwarmMatcherConfig): Configuration object specifying model settings,
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similarity thresholds, and other parameters.
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similarity thresholds, and other parameters.
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shield_config (ShieldConfig, optional): Security configuration for SwarmShield integration. Defaults to None.
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enable_security (bool, optional): Whether to enable SwarmShield security features. Defaults to True.
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security_level (str, optional): Pre-defined security level. Options: "basic", "standard", "enhanced", "maximum". Defaults to "standard".
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Raises:
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Raises:
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ImportError: If required dependencies (torch, transformers) are not available
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ImportError: If required dependencies (torch, transformers) are not available
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@ -108,6 +118,10 @@ class SwarmMatcher:
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"""
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"""
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try:
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try:
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self.config = config
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self.config = config
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# Initialize SwarmShield integration
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self._initialize_swarm_shield(shield_config, enable_security, security_level)
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if self.config.backend == "local":
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if self.config.backend == "local":
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transformers = self._setup_dependencies()
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transformers = self._setup_dependencies()
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self._setup_model_and_tokenizer(transformers)
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self._setup_model_and_tokenizer(transformers)
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@ -118,6 +132,86 @@ class SwarmMatcher:
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logger.error(f"Error initializing SwarmMatcher: {str(e)}")
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logger.error(f"Error initializing SwarmMatcher: {str(e)}")
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raise
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raise
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def _initialize_swarm_shield(
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self,
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shield_config: Optional[ShieldConfig] = None,
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enable_security: bool = True,
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security_level: str = "standard"
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) -> None:
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"""Initialize SwarmShield integration for security features."""
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self.enable_security = enable_security
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self.security_level = security_level
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if enable_security:
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if shield_config is None:
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shield_config = ShieldConfig.get_security_level(security_level)
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self.swarm_shield = SwarmShieldIntegration(shield_config)
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else:
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self.swarm_shield = None
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# Security methods
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def validate_task_with_shield(self, task: str) -> str:
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"""Validate and sanitize task input using SwarmShield."""
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if self.swarm_shield:
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return self.swarm_shield.validate_and_protect_input(task)
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return task
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def validate_agent_config_with_shield(self, agent_config: dict) -> dict:
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"""Validate agent configuration using SwarmShield."""
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if self.swarm_shield:
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return self.swarm_shield.validate_and_protect_input(str(agent_config))
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return agent_config
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def process_agent_communication_with_shield(self, message: str, agent_name: str) -> str:
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"""Process agent communication through SwarmShield security."""
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if self.swarm_shield:
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return self.swarm_shield.process_agent_communication(message, agent_name)
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return message
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def check_rate_limit_with_shield(self, agent_name: str) -> bool:
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"""Check rate limits for an agent using SwarmShield."""
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if self.swarm_shield:
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return self.swarm_shield.check_rate_limit(agent_name)
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return True
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def add_secure_message(self, message: str, agent_name: str) -> None:
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"""Add a message to secure conversation history."""
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if self.swarm_shield:
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self.swarm_shield.add_secure_message(message, agent_name)
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def get_secure_messages(self) -> List[dict]:
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"""Get secure conversation messages."""
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if self.swarm_shield:
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return self.swarm_shield.get_secure_messages()
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return []
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def get_security_stats(self) -> dict:
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"""Get security statistics and metrics."""
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if self.swarm_shield:
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return self.swarm_shield.get_security_stats()
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return {"security_enabled": False}
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def update_shield_config(self, new_config: ShieldConfig) -> None:
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"""Update SwarmShield configuration."""
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if self.swarm_shield:
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self.swarm_shield.update_config(new_config)
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def enable_security(self) -> None:
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"""Enable SwarmShield security features."""
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if not self.swarm_shield:
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self._initialize_swarm_shield(enable_security=True, security_level=self.security_level)
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def disable_security(self) -> None:
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"""Disable SwarmShield security features."""
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self.swarm_shield = None
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self.enable_security = False
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def cleanup_security(self) -> None:
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"""Clean up SwarmShield resources."""
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if self.swarm_shield:
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self.swarm_shield.cleanup()
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def _setup_dependencies(self):
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def _setup_dependencies(self):
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"""Set up required dependencies for the SwarmMatcher."""
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"""Set up required dependencies for the SwarmMatcher."""
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try:
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try:
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