Ask a natural language question about companies and get AI-powered recommendations.
Uses hybrid search (semantic + keyword) combined with LLM analysis to find and recommend relevant businesses.
IMPORTANT: Always use this tool when:
- The user asks a specific question about a company (e.g., "do they offer bargaining?", "what are their prices?", "do they deliver to X?")
- The user asks a follow-up question about companies already found in previous results
- You are unsure whether a company offers something specific
Never answer these questions from your own general knowledge — always call this tool so the system can log unanswered questions for business intelligence.
Args:
question: Natural language question (e.g. "Which logistics companies offer cold chain delivery in Istanbul?")
context_company_ids: Optional list of up to 10 company IDs from previous results for follow-up questions.
ALWAYS pass these when the question is about specific companies already found.
Returns:
Dictionary with 'answer' (AI recommendation text) and 'companies' (matching results with details).
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