from typing import List, Dict
import logging

logger = logging.getLogger(__name__)


class ToolOrchestrator:
    def __init__(self, es_client, catalog_search):
        self.es = es_client
        self.catalog = catalog_search
    
    def orchestrate(self, user_request: str) -> Dict:
        logger.info(f"Orchestrating workflow for: {user_request}")
        
        tools = self.catalog.search(user_request, top_k=3)
        
        plan = {
            'request': user_request,
            'recommended_tools': [t['tool']['tool_name'] for t in tools],
            'status': 'planned'
        }
        
        logger.info(f"Execution plan: {plan}")
        return plan
    
    def find_tool_relationships(self) -> List[Dict]:
        return []
