Update csv_to_agent.py

pull/1034/head
CI-DEV 2 months ago committed by GitHub
parent 2937bc5016
commit 3080c42a77
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@ -5,6 +5,7 @@ from typing import (
Any, Any,
Union, Union,
TypeVar, TypeVar,
Optional,
) )
from dataclasses import dataclass from dataclasses import dataclass
import csv import csv
@ -17,6 +18,7 @@ from swarms.schemas.swarms_api_schemas import AgentSpec
from litellm import model_list from litellm import model_list
import concurrent.futures import concurrent.futures
from tqdm import tqdm from tqdm import tqdm
from swarms.security import SwarmShieldIntegration, ShieldConfig
# Type variable for agent configuration # Type variable for agent configuration
AgentConfigType = TypeVar( AgentConfigType = TypeVar(
@ -171,7 +173,12 @@ class AgentLoader:
"""Class to manage agents through various file formats with type safety and high performance""" """Class to manage agents through various file formats with type safety and high performance"""
def __init__( def __init__(
self, file_path: Union[str, Path], max_workers: int = 10 self,
file_path: Union[str, Path],
max_workers: int = 10,
shield_config: Optional[ShieldConfig] = None,
enable_security: bool = True,
security_level: str = "standard",
): ):
"""Initialize the AgentLoader with file path and max workers for parallel processing""" """Initialize the AgentLoader with file path and max workers for parallel processing"""
self.file_path = ( self.file_path = (
@ -181,6 +188,89 @@ class AgentLoader:
) )
self.max_workers = max_workers self.max_workers = max_workers
# Initialize SwarmShield integration
self._initialize_swarm_shield(shield_config, enable_security, security_level)
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)
else:
self.swarm_shield = None
# 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)
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)
def disable_security(self) -> None:
"""Disable SwarmShield security features."""
self.swarm_shield = None
self.enable_security = False
def cleanup_security(self) -> None:
"""Clean up SwarmShield resources."""
if self.swarm_shield:
self.swarm_shield.cleanup()
@property @property
def file_type(self) -> FileType: def file_type(self) -> FileType:
"""Determine the file type based on extension""" """Determine the file type based on extension"""

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