tog_01.py

# Simplified pseudocode for ToG reasoning loop
for depth in range(max_depth):
    # Explore the knowledge graph
    related_entities = explore_connections(current_entities, query)
    
    # Retrieve and evaluate contextual information
    context_information = retrieve_contexts(related_entities)
    
    # Evaluate whether we have sufficient information
    if has_sufficient_information(context_information, query):
        return generate_answer(context_information, query)
    
    # Update exploration focus based on relevance
    current_entities = prune_and_select(related_entities, context_information)