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Upload agents/client_management_agent.py with huggingface_hub

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  1. agents/client_management_agent.py +162 -0
agents/client_management_agent.py ADDED
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+ import asyncio
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+ from typing import Dict, List, Any
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+ from core.agent import BaseAgent
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+ from core.models import AgentConfig, Task, AgentMessage, SEOData
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+ import logging
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+ import random
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+ from datetime import datetime
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+
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+ logger = logging.getLogger(__name__)
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+
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+
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+ class ClientManagementAgent(BaseAgent):
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+ """Client Management Agent responsible for customer relations and retention"""
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+
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+ def __init__(self, config: AgentConfig):
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+ super().__init__(config)
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+ self.client_database = {}
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+ self.onboarding_process = {}
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+ self.performance_reports = {}
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+ self.retention_strategies = []
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+
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+ async def execute(self):
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+ """Execute client management functions"""
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+ logger.info(f"{self.name} executing client management...")
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+
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+ # Handle client onboarding
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+ await self.handle_onboarding()
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+
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+ # Generate performance reports
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+ await self.generate_reports()
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+
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+ # Manage renewals and upsells
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+ await self.manage_renewals_upsells()
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+
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+ # Implement retention strategies
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+ await self.implement_retention()
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+
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+ async def handle_onboarding(self):
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+ """Handle new client onboarding process"""
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+ logger.info(f"{self.name} handling client onboarding...")
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+
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+ # Simulate onboarding process
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+ onboarding_data = {
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+ "client_profile": {
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+ "name": "Sample Client Inc.",
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+ "industry": "E-commerce",
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+ "size": "SMB",
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+ "goals": ["increase_organic_traffic", "improve_rankings", "generate_leads"]
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+ },
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+ "onboarding_status": {
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+ "kickoff_meeting": "completed",
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+ "site_audit": "in_progress",
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+ "keyword_research": "scheduled",
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+ "content_strategy": "pending"
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+ },
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+ "account_manager": "AI_Assistant",
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+ "onboarding_completion_date": (datetime.now()).strftime('%Y-%m-%d')
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+ }
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+
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+ # Add to client database
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+ client_id = "client_" + str(len(self.client_database) + 1)
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+ self.client_database[client_id] = onboarding_data
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+
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+ self.onboarding_process[client_id] = onboarding_data
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+
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+ # Log onboarding
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+ logger.info(f"Onboarded new client: {onboarding_data['client_profile']['name']}")
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+
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+ async def generate_reports(self):
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+ """Generate client performance reports"""
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+ logger.info(f"{self.name} generating performance reports...")
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+
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+ # Simulate report generation
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+ report_data = {
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+ "report_period": "November_2023",
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+ "clients": [
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+ {
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+ "client_id": "client_1",
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+ "metrics": {
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+ "organic_traffic": {"current": 12500, "change": "+12%"},
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+ "keyword_rankings": {"improved": 25, "lost": 3},
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+ "revenue_attributed": 25000
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+ },
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+ "recommendations": ["expand_content_creation", "focus_on_local_seo"],
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+ "next_steps": ["technical_audits", "link_building_campaign"]
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+ }
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+ ],
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+ "generation_date": (datetime.now()).strftime('%Y-%m-%d')
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+ }
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+
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+ self.performance_reports.update(report_data)
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+
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+ # Log report generation
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+ logger.info(f"Generated performance reports for {len(report_data['clients'])} clients")
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+
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+ async def manage_renewals_upsells(self):
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+ """Manage subscription renewals and upsell opportunities"""
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+ logger.info(f"{self.name} managing renewals and upsells...")
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+
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+ # Simulate renewal and upsell management
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+ renewal_data = [
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+ {
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+ "client_id": "client_1",
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+ "subscription_type": "professional",
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+ "renewal_date": "2024-01-15",
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+ "upsell_opportunity": "upgrade_to_enterprise",
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+ "retention_risk": "low"
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+ },
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+ {
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+ "client_id": "client_2",
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+ "subscription_type": "starter",
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+ "renewal_date": "2024-02-20",
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+ "upsell_opportunity": "add_conversion_optimization",
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+ "retention_risk": "medium"
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+ }
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+ ]
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+
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+ # Send renewal notifications to clients
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+ for renewal in renewal_data:
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+ await self.send_message(
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+ recipient="ceo_strategy",
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+ content=f"Renewal alert: {renewal['client_id']} subscription expires {renewal['renewal_date']}",
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+ message_type="info"
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+ )
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+
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+ if renewal['upsell_opportunity']:
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+ await self.send_message(
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+ recipient="ceo_strategy",
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+ content=f"Upsell opportunity for {renewal['client_id']}: {renewal['upsell_opportunity']}",
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+ message_type="info"
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+ )
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+
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+ async def implement_retention(self):
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+ """Implement client retention strategies"""
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+ logger.info(f"{self.name} implementing retention strategies...")
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+
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+ # Simulate retention strategies
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+ retention_strategies = [
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+ {"strategy": "success_story_sharing", "target": "at_risk_clients", "frequency": "monthly"},
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+ {"strategy": "feature_preview", "target": "all_clients", "frequency": "quarterly"},
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+ {"strategy": "dedicated_support", "target": "premium_clients", "frequency": "weekly"},
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+ {"strategy": "performance_incentives", "target": "underperforming_accounts", "frequency": "bi_monthly"}
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+ ]
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+
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+ self.retention_strategies.extend(retention_strategies)
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+
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+ # Log retention strategies
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+ logger.info(f"Implemented {len(retention_strategies)} retention strategies")
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+
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+ async def _execute_task_logic(self, task: Task) -> Dict[str, Any]:
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+ """Execute specific task logic for Client Management agent"""
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+ if task.type == "handle_onboarding":
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+ await self.handle_onboarding()
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+ return {"status": "completed", "result": self.onboarding_process}
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+ elif task.type == "generate_reports":
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+ await self.generate_reports()
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+ return {"status": "completed", "result": self.performance_reports}
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+ elif task.type == "manage_renewals":
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+ await self.manage_renewals_upsells()
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+ return {"status": "completed", "result": "Renewal management completed"}
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+ else:
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+ return {"status": "error", "message": f"Unknown task type: {task.type}"}