diff --git "a/train.jsonl" "b/train.jsonl"
--- "a/train.jsonl"
+++ "b/train.jsonl"
@@ -1,103 +1,1649 @@
-{"user_input": "Hi", "conversation_length": 0, "is_first_turn": true, "input_character_count": 2, "is_short_input": true, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": true, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": true, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "Hello there", "conversation_length": 0, "is_first_turn": true, "input_character_count": 11, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": true, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": true, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "Good morning", "conversation_length": 0, "is_first_turn": true, "input_character_count": 12, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": true, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": true, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "Hey", "conversation_length": 0, "is_first_turn": true, "input_character_count": 3, "is_short_input": true, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": true, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": true, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "Thanks", "conversation_length": 3, "is_first_turn": false, "input_character_count": 6, "is_short_input": true, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": true, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "Thank you", "conversation_length": 5, "is_first_turn": false, "input_character_count": 9, "is_short_input": true, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": true, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "Got it", "conversation_length": 4, "is_first_turn": false, "input_character_count": 6, "is_short_input": true, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": true, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "Yes", "conversation_length": 2, "is_first_turn": false, "input_character_count": 3, "is_short_input": true, "is_follow_up": true, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": true, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "No", "conversation_length": 2, "is_first_turn": false, "input_character_count": 2, "is_short_input": true, "is_follow_up": true, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": true, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "Goodbye", "conversation_length": 8, "is_first_turn": false, "input_character_count": 7, "is_short_input": true, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": true, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "Can you help me with math?", "conversation_length": 0, "is_first_turn": true, "input_character_count": 26, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "I need help with science", "conversation_length": 0, "is_first_turn": true, "input_character_count": 24, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "Teach me about physics", "conversation_length": 1, "is_first_turn": false, "input_character_count": 22, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "I want to learn calculus", "conversation_length": 0, "is_first_turn": true, "input_character_count": 24, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "I'm struggling with chemistry", "conversation_length": 0, "is_first_turn": true, "input_character_count": 28, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "How do I study for exams?", "conversation_length": 1, "is_first_turn": false, "input_character_count": 25, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "I need study tips", "conversation_length": 0, "is_first_turn": true, "input_character_count": 17, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "Where do I start with algebra?", "conversation_length": 1, "is_first_turn": false, "input_character_count": 30, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "Help", "conversation_length": 0, "is_first_turn": true, "input_character_count": 4, "is_short_input": true, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "Explain quadratic equations for a beginner", "conversation_length": 5, "is_first_turn": false, "input_character_count": 39, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 2, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "How do derivatives work? I'm in calculus 1", "conversation_length": 4, "is_first_turn": false, "input_character_count": 43, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 2, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "What is photosynthesis?", "conversation_length": 3, "is_first_turn": false, "input_character_count": 22, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 2, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "Can you walk me through solving 2x + 5 = 15?", "conversation_length": 6, "is_first_turn": false, "input_character_count": 45, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 3, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "Explain the steps for long division", "conversation_length": 4, "is_first_turn": false, "input_character_count": 35, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 2, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "What are the parts of a cell? I'm in 7th grade", "conversation_length": 5, "is_first_turn": false, "input_character_count": 48, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 2, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "How do I factor polynomials?", "conversation_length": 3, "is_first_turn": false, "input_character_count": 27, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 2, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "Give me practice problems on fractions", "conversation_length": 7, "is_first_turn": false, "input_character_count": 36, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 3, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "Can you help me understand this chemistry equation?", "conversation_length": 4, "is_first_turn": false, "input_character_count": 49, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 2, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "Graph the function y = x²", "conversation_length": 4, "is_first_turn": false, "input_character_count": 22, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 2, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": true, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": true}
-{"user_input": "Show me a chart of this data: 10, 15, 20, 25", "conversation_length": 3, "is_first_turn": false, "input_character_count": 48, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 2, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": true, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": true}
-{"user_input": "Create a pie chart showing 40% A, 30% B, 30% C", "conversation_length": 5, "is_first_turn": false, "input_character_count": 47, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 2, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": true, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": true}
-{"user_input": "Plot the trend of these sales numbers over time", "conversation_length": 4, "is_first_turn": false, "input_character_count": 45, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 2, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": true, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": true}
-{"user_input": "Show me what a normal distribution looks like", "conversation_length": 6, "is_first_turn": false, "input_character_count": 42, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 3, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": true, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": true}
-{"user_input": "Can you graph the relationship between time and distance?", "conversation_length": 3, "is_first_turn": false, "input_character_count": 54, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 2, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": true, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": true}
-{"user_input": "Visualize these test scores: 85, 92, 78, 95, 88", "conversation_length": 5, "is_first_turn": false, "input_character_count": 48, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 2, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": true, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": true}
-{"user_input": "Compare these two datasets with a bar chart", "conversation_length": 4, "is_first_turn": false, "input_character_count": 41, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 2, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": true, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": true}
-{"user_input": "Actually, let's switch to chemistry instead", "conversation_length": 8, "is_first_turn": false, "input_character_count": 39, "is_short_input": false, "is_follow_up": false, "topic_change_detected": true, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "Now I need help with history", "conversation_length": 6, "is_first_turn": false, "input_character_count": 27, "is_short_input": false, "is_follow_up": false, "topic_change_detected": true, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "Can we move on to biology?", "conversation_length": 5, "is_first_turn": false, "input_character_count": 26, "is_short_input": false, "is_follow_up": false, "topic_change_detected": true, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "What about calculus applications?", "conversation_length": 7, "is_first_turn": false, "input_character_count": 30, "is_short_input": false, "is_follow_up": false, "topic_change_detected": true, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "Let's do physics problems instead", "conversation_length": 4, "is_first_turn": false, "input_character_count": 31, "is_short_input": false, "is_follow_up": false, "topic_change_detected": true, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "I want to learn about World War 2 now", "conversation_length": 9, "is_first_turn": false, "input_character_count": 37, "is_short_input": false, "is_follow_up": false, "topic_change_detected": true, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "Can we work on geometry?", "conversation_length": 6, "is_first_turn": false, "input_character_count": 24, "is_short_input": false, "is_follow_up": false, "topic_change_detected": true, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "explain", "conversation_length": 1, "is_first_turn": false, "input_character_count": 7, "is_short_input": true, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "what is", "conversation_length": 0, "is_first_turn": true, "input_character_count": 7, "is_short_input": true, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "explain calculus", "conversation_length": 0, "is_first_turn": true, "input_character_count": 16, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "what is photosynthesis", "conversation_length": 1, "is_first_turn": false, "input_character_count": 22, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "explain calculus - I'm a beginner", "conversation_length": 0, "is_first_turn": true, "input_character_count": 33, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "what is photosynthesis - I studied it before but forgot", "conversation_length": 1, "is_first_turn": false, "input_character_count": 53, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "explain derivatives - I understand basic calculus", "conversation_length": 2, "is_first_turn": false, "input_character_count": 44, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "what is algebra - I'm in 9th grade", "conversation_length": 0, "is_first_turn": true, "input_character_count": 33, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "Hi, can you help me with quadratic equations?", "conversation_length": 0, "is_first_turn": true, "input_character_count": 44, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": true, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "Hello, I need to understand derivatives", "conversation_length": 0, "is_first_turn": true, "input_character_count": 36, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": true, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "Hey there, teach me about chemistry", "conversation_length": 0, "is_first_turn": true, "input_character_count": 33, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": true, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "Perfect", "conversation_length": 4, "is_first_turn": false, "input_character_count": 7, "is_short_input": true, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 1, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": true, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "That makes sense", "conversation_length": 6, "is_first_turn": false, "input_character_count": 16, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 2, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": true, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "Great explanation", "conversation_length": 5, "is_first_turn": false, "input_character_count": 17, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 2, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": true, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "I understand now", "conversation_length": 3, "is_first_turn": false, "input_character_count": 16, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 1, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": true, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "Awesome", "conversation_length": 4, "is_first_turn": false, "input_character_count": 7, "is_short_input": true, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 1, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": true, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "Cool", "conversation_length": 2, "is_first_turn": false, "input_character_count": 4, "is_short_input": true, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": true, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "Okay", "conversation_length": 3, "is_first_turn": false, "input_character_count": 4, "is_short_input": true, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 1, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": true, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "Sure", "conversation_length": 5, "is_first_turn": false, "input_character_count": 4, "is_short_input": true, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 2, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": true, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "I see", "conversation_length": 4, "is_first_turn": false, "input_character_count": 5, "is_short_input": true, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 1, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": true, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "Yes, please", "conversation_length": 6, "is_first_turn": false, "input_character_count": 11, "is_short_input": false, "is_follow_up": true, "topic_change_detected": false, "recent_discovery_count": 2, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": true, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "No thanks", "conversation_length": 4, "is_first_turn": false, "input_character_count": 9, "is_short_input": true, "is_follow_up": true, "topic_change_detected": false, "recent_discovery_count": 1, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": true, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "That helps a lot", "conversation_length": 7, "is_first_turn": false, "input_character_count": 16, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 3, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": true, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "A law firm has 11male and 8 femalr lawuers. A committee of 5 two male lawyers and three female lawyers is to be vhoseb to represent the furn at a conferance. How many committees are possible?", "conversation_length": 1, "is_first_turn": false, "input_character_count": 185, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 1, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "What were the effects of the bubonic plague on European society?", "conversation_length": 1, "is_first_turn": false, "input_character_count": 58, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 1, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "Factor out the greatest common factor in the expression. 7x^(4)-35x^(3) 14x^(2)", "conversation_length": 1, "is_first_turn": false, "input_character_count": 80, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 1, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "Perform the indicated operations and reduce the answer to lowest terms. (d^(5))/(3a) ((d^(2))/(9a^(2))*(a)/(5d^(3)))", "conversation_length": 1, "is_first_turn": false, "input_character_count": 119, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 1, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "Hey, what's the format for the history exam? Is it all multiple choice, or are there essays too?", "conversation_length": 1, "is_first_turn": false, "input_character_count": 92, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": true, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "What do I do if I can't find the right word in English?", "conversation_length": 1, "is_first_turn": false, "input_character_count": 51, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 1, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "Make a scatter plot with these coordinates: (2, 5), (3, 7), (4, 9), (5, 11).", "conversation_length": 1, "is_first_turn": false, "input_character_count": 76, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 1, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": true, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": true}
-{"user_input": "I need a graph to represent this math function: y = x^2 for x values from -5 to 5.", "conversation_length": 1, "is_first_turn": false, "input_character_count": 78, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 1, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": true, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": true}
-{"user_input": "Can you make a graph of the population growth for these countries? Country A: 2000-100M, 2010-120M; Country B: 2000-50M, 2010-60M.", "conversation_length": 1, "is_first_turn": false, "input_character_count": 135, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 1, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": true, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": true}
-{"user_input": "Create a bar graph comparing the populations of these cities: Tokyo - 37M, Delhi - 33M, São Paulo - 22M, Mexico City - 22M.", "conversation_length": 1, "is_first_turn": false, "input_character_count": 125, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 1, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": true, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": true}
-{"user_input": "can you tell me what the main idea of this essay should be? im not good at thesis statments.", "conversation_length": 1, "is_first_turn": false, "input_character_count": 89, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 1, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "What's a good study plan for the ACT? I heard there's a science section, and I'm not sure what to expect.", "conversation_length": 1, "is_first_turn": false, "input_character_count": 106, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 1, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "I have to take the GRE for grad school. How long is it and what are the different sections?", "conversation_length": 0, "is_first_turn": true, "input_character_count": 83, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "For the AP Calculus test, do we get a formula sheet or do I have to memorize everything?", "conversation_length": 0, "is_first_turn": true, "input_character_count": 86, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "My teacher said we need to be prepared for the STAR Reading test. What kind of questions are on it?", "conversation_length": 0, "is_first_turn": true, "input_character_count": 94, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "is it 'your going to be late' or 'you're going to be late'?", "conversation_length": 0, "is_first_turn": true, "input_character_count": 58, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "can you explain why the teacher took points of because i used a comma instead of a semicolon?", "conversation_length": 0, "is_first_turn": true, "input_character_count": 90, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "can you explain this chapter from my book? its kind of boring", "conversation_length": 0, "is_first_turn": true, "input_character_count": 59, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "my teacher keeps telling me my sentences are fragments. how do i fix them?", "conversation_length": 0, "is_first_turn": true, "input_character_count": 76, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "what is the difference between simple past and present perfect tense and when should I use each?", "conversation_length": 0, "is_first_turn": true, "input_character_count": 96, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "Which is write? 'they're coming here' or 'their coming here'?", "conversation_length": 0, "is_first_turn": true, "input_character_count": 62, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "what is a run-on sentence and how do you make it not a run-on?", "conversation_length": 0, "is_first_turn": true, "input_character_count": 60, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "i want to write a story about a dragon but i dont know where to start what should happen first?", "conversation_length": 0, "is_first_turn": true, "input_character_count": 91, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": false, "use_tool_enhancement": false}
-{"user_input": "can you make a timeline of the cold war from these dates: 1947, 1962, 1989.", "conversation_length": 0, "is_first_turn": true, "input_character_count": 73, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "can you make a graph of the temperature in my classroom. my data is: 10am is 72, 12pm is 75, 2pm is 71.", "conversation_length": 0, "is_first_turn": true, "input_character_count": 103, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": true, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": true}
-{"user_input": "Can you give me a summary of the Civil Rights Movement in the United States?", "conversation_length": 0, "is_first_turn": true, "input_character_count": 73, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": true, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "Show me a line graph using this data: The temperature at noon each day this week was Monday: 70°F, Tuesday: 75°F, Wednesday: 72°F, Thursday: 80°F, Friday: 78°F.", "conversation_length": 0, "is_first_turn": true, "input_character_count": 164, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": true, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": true}
-{"user_input": "Can you create a bar chart for my science project? Here is my data for how many bugs I found in different areas: Under a log - 15, In the grass - 25, Near a pond - 10.", "conversation_length": 0, "is_first_turn": true, "input_character_count": 161, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 0, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": true, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": true}
-{"user_input": "I see the line going up and down, but what does that tell me about the data?", "conversation_length": 3, "is_first_turn": false, "input_character_count": 68, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 2, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "What does a 'trend' mean? And how do I find the trends in this graph?", "conversation_length": 3, "is_first_turn": false, "input_character_count": 67, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 2, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "What do 'outliers' or sudden spikes in the graph mean?", "conversation_length": 3, "is_first_turn": false, "input_character_count": 51, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 2, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": true, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": true}
-{"user_input": "Using the data about presidential approval ratings, can you make a line graph that shows the trend over time? For example: Jan: 45%, Feb: 48%, Mar: 42%, Apr: 40%.", "conversation_length": 3, "is_first_turn": false, "input_character_count": 166, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 2, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": true, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": true}
-{"user_input": "Create a pie chart for my social studies project. Here is the data for our class's favorite subject: History - 5, Math - 8, English - 7, Science - 5.", "conversation_length": 3, "is_first_turn": false, "input_character_count": 141, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 2, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": true, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": true}
-{"user_input": "I'm confused about this assignment. can you help me figure out what the teacher wants?", "conversation_length": 3, "is_first_turn": false, "input_character_count": 82, "is_short_input": false, "is_follow_up": false, "topic_change_detected": false, "recent_discovery_count": 2, "contains_greeting": false, "contains_educational_keywords": false, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "Just trying to plan my studying. How long do we have for the test?", "conversation_length": 3, "is_first_turn": false, "input_character_count": 61, "is_short_input": false, "is_follow_up": true, "topic_change_detected": false, "recent_discovery_count": 2, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "Is the final cumulative, or does it only cover the last few chapters?", "conversation_length": 3, "is_first_turn": false, "input_character_count": 68, "is_short_input": false, "is_follow_up": true, "topic_change_detected": false, "recent_discovery_count": 2, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
-{"user_input": "What's the breakdown of the points for the biology test? I want to know which sections to focus on.", "conversation_length": 3, "is_first_turn": false, "input_character_count": 98, "is_short_input": false, "is_follow_up": true, "topic_change_detected": false, "recent_discovery_count": 2, "contains_greeting": false, "contains_educational_keywords": true, "requires_visualization": false, "use_discovery_mode": false, "use_conversational": false, "use_guiding_teaching": true, "use_tool_enhancement": false}
\ No newline at end of file
+{
+  "user_input": "Hi",
+  "conversation_length": 0,
+  "is_first_turn": true,
+  "input_character_count": 2,
+  "is_short_input": true,
+  "is_follow_up": false,
+  "topic_change_detected": false,
+  "recent_discovery_count": 0,
+  "contains_greeting": true,
+  "contains_educational_keywords": false,
+  "requires_visualization": false,
+  "use_discovery_mode": true,
+  "use_conversational": true,
+  "use_guiding_teaching": false,
+  "use_tool_enhancement": false
+}{
+  "user_input": "Hello there",
+  "conversation_length": 0,
+  "is_first_turn": true,
+  "input_character_count": 11,
+  "is_short_input": false,
+  "is_follow_up": false,
+  "topic_change_detected": false,
+  "recent_discovery_count": 0,
+  "contains_greeting": true,
+  "contains_educational_keywords": false,
+  "requires_visualization": false,
+  "use_discovery_mode": true,
+  "use_conversational": true,
+  "use_guiding_teaching": false,
+  "use_tool_enhancement": false
+}{
+  "user_input": "Good morning",
+  "conversation_length": 0,
+  "is_first_turn": true,
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+  "user_input": "Which is write? 'they're coming here' or 'their coming here'?",
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+  "user_input": "i want to write a story about a dragon but i dont know where to start what should happen first?",
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+  "user_input": "can you make a timeline of the cold war from these dates: 1947, 1962, 1989.",
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+  "user_input": "can you make a graph of the temperature in my classroom. my data is: 10am is 72, 12pm is 75, 2pm is 71.",
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+  "user_input": "Can you give me a summary of the Civil Rights Movement in the United States?",
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+}{
+  "user_input": "Show me a line graph using this data: The temperature at noon each day this week was Monday: 70°F, Tuesday: 75°F, Wednesday: 72°F, Thursday: 80°F, Friday: 78°F.",
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+}{
+  "user_input": "Can you create a bar chart for my science project? Here is my data for how many bugs I found in different areas: Under a log - 15, In the grass - 25, Near a pond - 10.",
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+  "user_input": "I see the line going up and down, but what does that tell me about the data?",
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+  "user_input": "What does a 'trend' mean? And how do I find the trends in this graph?",
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+  "user_input": "What do 'outliers' or sudden spikes in the graph mean?",
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+}{
+  "user_input": "Using the data about presidential approval ratings, can you make a line graph that shows the trend over time? For example: Jan: 45%, Feb: 48%, Mar: 42%, Apr: 40%.",
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+}{
+  "user_input": "Create a pie chart for my social studies project. Here is the data for our class's favorite subject: History - 5, Math - 8, English - 7, Science - 5.",
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+  "is_first_turn": false,
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+  "user_input": "I'm confused about this assignment. can you help me figure out what the teacher wants?",
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+}{
+  "user_input": "Just trying to plan my studying. How long do we have for the test?",
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+  "user_input": "Is the final cumulative, or does it only cover the last few chapters?",
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+  "is_first_turn": false,
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+}{
+  "user_input": "What's the breakdown of the points for the biology test? I want to know which sections to focus on.",
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+}
\ No newline at end of file