Update malt.py

pull/1034/head
CI-DEV 2 months ago committed by GitHub
parent 02bfd0d2b8
commit cbbc01bcb6
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@ -21,7 +21,7 @@ Whereas this implementation uses the models as is.
"""
from typing import List
from typing import List, Optional
from loguru import logger
@ -29,6 +29,7 @@ from swarms.structs.agent import Agent
from swarms.structs.conversation import Conversation
from swarms.structs.multi_agent_exec import run_agents_concurrently
from swarms.utils.any_to_str import any_to_str
from swarms.security import SwarmShieldIntegration, ShieldConfig
# Agent 1: Proof Creator Agent
proof_creator_prompt = """
@ -144,9 +145,11 @@ Throughout your analysis, focus on uncovering clear patterns while being attenti
class MALT:
"""
MALT (Mult-Agent Learning Task) orchestrates the interaction between multiple agents
to perform complex tasks through a structured conversation. It ensures reliability and
provides options for output formatting.
MALT (Multi-Agent Learning Task) orchestrator for complex task execution.
This class implements a multi-agent system that orchestrates the interaction between
multiple agents to perform complex tasks through a structured conversation. It ensures
reliability and provides options for output formatting.
Attributes:
main_agent (Agent): The primary agent responsible for executing the main task.
@ -169,6 +172,9 @@ class MALT:
return_dict: bool = False,
agents: list[Agent] = [],
preset_agents: bool = True,
shield_config: Optional[ShieldConfig] = None,
enable_security: bool = True,
security_level: str = "standard",
):
logger.info(
"Initializing MALT with provided agents and parameters."
@ -181,6 +187,9 @@ class MALT:
self.return_dict = return_dict
self.agents = agents
# Initialize SwarmShield integration
self._initialize_swarm_shield(shield_config, enable_security, security_level)
self.conversation = Conversation()
logger.debug("Conversation initialized.")
@ -219,6 +228,92 @@ class MALT:
self.reliability_check()
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 reliability_check(self):
"""Checks the reliability of the provided agents and parameters."""
logger.info("Performing reliability check.")

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