"""
---
title: Intersymbolic Graph Query
description: Queries Timmy's sovereign knowledge graph to find connections and structured facts.
conditions:
  - Complex relationship analysis
  - Fact checking against structured memory
  - Finding non-obvious connections
---
"""

from agent.symbolic_memory import SymbolicMemory

def query_graph(topic: str) -> str:
    """
    Queries the knowledge graph for a specific topic and returns structured context.
    
    Args:
        topic: The entity or topic to search for in the graph.
    """
    memory = SymbolicMemory()
    context = memory.get_context_for(topic)
    
    if not context:
        return f"No symbolic connections found for '{topic}' in the knowledge graph."
        
    return context