265 lines
No EOL
9.3 KiB
Python
265 lines
No EOL
9.3 KiB
Python
"""
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Agent Registry Module.
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Provides a central registry system for all available agents.
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Optimized for the standardized task processing pattern.
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"""
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import os
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import logging
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import importlib
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import uuid
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from datetime import datetime
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from typing import Dict, Any, List, Optional
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from modules.mimeUtils import isTextMimeType, determineContentEncoding
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logger = logging.getLogger(__name__)
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"""
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Updates to the AgentBase class in workflowAgentsRegistry.py to include base64Encoded flag handling.
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"""
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class AgentBase:
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"""
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Base class for all chat agents.
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Defines the standardized interface for task processing.
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"""
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def __init__(self):
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"""Initialize the base agent."""
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self.name = "base-agent"
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self.label = "(Template)"
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self.description = "Basic agent functionality"
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self.capabilities = []
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self.mydom = None
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def setDependencies(self, mydom=None):
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"""Set external dependencies for the agent."""
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self.mydom = mydom
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def getAgentInfo(self) -> Dict[str, Any]:
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"""
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Return standardized information about the agent's capabilities.
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Returns:
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Dictionary with name, description, and capabilities
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"""
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return {
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"name": self.name,
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"description": self.description,
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"capabilities": self.capabilities
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}
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async def processTask(self, task: Dict[str, Any]) -> Dict[str, Any]:
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"""
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Process a standardized task structure and return results.
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This method must be implemented by all concrete agent classes.
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Args:
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task: A dictionary containing:
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- taskId: Unique ID for this task
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- workflowId: ID of the parent workflow (optional)
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- prompt: The main instruction for the agent
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- inputDocuments: List of document objects to process
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- outputSpecifications: List of required output documents
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- context: Additional contextual information
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Returns:
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A dictionary containing:
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- feedback: Text response explaining what the agent did
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- documents: List of document objects created by the agent,
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each containing a "base64Encoded" flag in addition to "label" and "content"
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"""
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# Base implementation - should be overridden by specialized agents
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logger.warning(f"Agent {self.name} is using the default implementation of processTask")
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return {
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"feedback": f"The processTask method was not implemented by agent '{self.name}'.",
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"documents": []
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}
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def determineBase64EncodingFlag(self, filename: str, content: Any, mimeType: str = None) -> bool:
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"""Wrapper for the utility function"""
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return determineContentEncoding(filename, content, mimeType)
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def isTextMimeType(self, mimeType: str) -> bool:
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"""Wrapper for the utility function"""
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return isTextMimeType(mimeType)
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def formatAgentDocumentOutput(self, label: str, content: Any, mimeType: str = None) -> Dict[str, Any]:
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"""
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Format agent output as a document.
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Args:
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label: Label for the document
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content: Content of the document
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mimeType: Optional MIME type for the document
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"""
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# Create document structure
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doc = {
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"id": str(uuid.uuid4()),
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"name": label,
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"ext": "txt", # Default extension
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"data": content,
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"base64Encoded": False,
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"metadata": {
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"isText": True
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}
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}
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# Set MIME type if provided
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if mimeType:
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doc["mimeType"] = mimeType
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# Update extension based on MIME type
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if mimeType == "text/markdown":
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doc["ext"] = "md"
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elif mimeType == "text/html":
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doc["ext"] = "html"
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elif mimeType == "text/csv":
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doc["ext"] = "csv"
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elif mimeType == "application/json":
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doc["ext"] = "json"
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elif mimeType.startswith("image/"):
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doc["ext"] = mimeType.split("/")[1]
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doc["metadata"]["isText"] = False
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elif mimeType == "application/pdf":
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doc["ext"] = "pdf"
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doc["metadata"]["isText"] = False
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return doc
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class AgentRegistry:
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"""Central registry for all available agents in the system."""
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_instance = None
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@classmethod
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def getInstance(cls):
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"""Return a singleton instance of the agent registry."""
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if cls._instance is None:
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cls._instance = cls()
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return cls._instance
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def __init__(self):
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"""Initialize the agent registry."""
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if AgentRegistry._instance is not None:
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raise RuntimeError("Singleton instance already exists - use getInstance()")
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self.agents = {}
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self.mydom = None
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self._loadAgents()
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def _loadAgents(self):
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"""Load all available agents from modules."""
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logger.info("Loading agent modules...")
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# List of agent modules to load
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agentModules = []
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agentDir = os.path.dirname(__file__)
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# Search the directory for agent modules
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for filename in os.listdir(agentDir):
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if filename.startswith("agent") and filename.endswith(".py"):
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agentModules.append(filename[0:-3]) # Remove .py extension
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if not agentModules:
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logger.warning("No agent modules found")
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return
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logger.info(f"{len(agentModules)} agent modules found")
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# Load each agent module
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for moduleName in agentModules:
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try:
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# Import the module
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module = importlib.import_module(f"modules.{moduleName}")
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# Look for agent class or get_*_agent function
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agentName = moduleName.split("agent")[-1]
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className = f"Agent{agentName}"
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getterName = f"getAgent{agentName}"
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agent = None
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# Try to get the agent via the get*Agent function
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if hasattr(module, getterName):
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getterFunc = getattr(module, getterName)
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agent = getterFunc()
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logger.info(f"Agent '{agent.name}' loaded via {getterName}()")
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# Alternatively, try to instantiate the agent directly
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elif hasattr(module, className):
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agentClass = getattr(module, className)
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agent = agentClass()
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logger.info(f"Agent '{agent.name}' directly instantiated")
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if agent:
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# Register the agent
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self.registerAgent(agent)
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else:
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logger.warning(f"No agent class or getter function found in module {moduleName}")
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except ImportError as e:
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logger.error(f"Module {moduleName} could not be imported: {e}")
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except Exception as e:
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logger.error(f"Error loading agent from module {moduleName}: {e}")
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def setMydom(self, mydom):
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"""Set the AI service for all agents."""
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self.mydom = mydom
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self.updateAgentDependencies()
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def updateAgentDependencies(self):
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"""Update dependencies for all registered agents."""
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for agentId, agent in self.agents.items():
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if hasattr(agent, 'setDependencies'):
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agent.setDependencies(mydom=self.mydom)
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def registerAgent(self, agent):
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"""
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Register an agent in the registry.
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Args:
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agent: The agent to register
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"""
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agentId = getattr(agent, 'name', "unknown_agent")
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# Initialize agent with dependencies
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if hasattr(agent, 'setDependencies'):
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agent.setDependencies(mydom=self.mydom)
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self.agents[agentId] = agent
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logger.debug(f"Agent '{agent.name}' registered")
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def getAgent(self, agentIdentifier: str):
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"""
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Return an agent instance
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Args:
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agentIdentifier: ID or type of the desired agent
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Returns:
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Agent instance or None if not found
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"""
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if agentIdentifier in self.agents:
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agent = self.agents[agentIdentifier]
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# Ensure the agent has the AI service
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if hasattr(agent, 'setDependencies') and self.mydom:
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agent.setDependencies(mydom=self.mydom)
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return agent
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logger.error(f"Agent with identifier '{agentIdentifier}' not found")
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return None
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def getAllAgents(self) -> Dict[str, Any]:
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"""Return all registered agents."""
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return self.agents
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def getAgentInfos(self) -> List[Dict[str, Any]]:
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"""Return information about all registered agents."""
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agentInfos = []
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seenAgents = set()
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for agent in self.agents.values():
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if agent not in seenAgents:
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agentInfos.append(agent.getAgentInfo())
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seenAgents.add(agent)
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return agentInfos
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# Singleton factory for the agent registry
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def getAgentRegistry():
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return AgentRegistry.getInstance() |