Update de_hallucination_swarm.py

pull/1034/head
CI-DEV 2 months ago committed by GitHub
parent 3080c42a77
commit 95a6d2f87b
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@ -2,6 +2,7 @@ from typing import List, Dict, Any, Optional
import time
from loguru import logger
from swarms.structs.agent import Agent
from swarms.security import SwarmShieldIntegration, ShieldConfig
# Prompt templates for different agent roles
GENERATOR_PROMPT = """
@ -110,6 +111,9 @@ class DeHallucinationSwarm:
iterations: int = 2,
system_prompt: str = GENERATOR_PROMPT,
store_intermediate_results: bool = True,
shield_config: Optional[ShieldConfig] = None,
enable_security: bool = True,
security_level: str = "standard",
):
"""
Initialize the DeHallucinationSwarm with configurable agents.
@ -118,6 +122,9 @@ class DeHallucinationSwarm:
model_names: List of model names for generator, critic, refiner, and validator
iterations: Number of criticism-refinement cycles to perform
store_intermediate_results: Whether to store all intermediate outputs
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
@ -126,6 +133,9 @@ class DeHallucinationSwarm:
self.system_prompt = system_prompt
self.history = []
# Initialize SwarmShield integration
self._initialize_swarm_shield(shield_config, enable_security, security_level)
# Initialize all agents
self.generator = Agent(
agent_name="Generator",
@ -155,6 +165,92 @@ class DeHallucinationSwarm:
model_name=model_names[3],
)
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")
def _log_step(
self,
step_name: str,

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