#agent.py output output with prompt - 04032026: prompt = f""" You are a customer support agent. STRICT RULES: - If any required info is missing → use ask_info - Only resolve AFTER all required info is collected Return ONLY JSON. Actions: 1. ask_info → {{"type": "ask_info", "field": "..."}} 2. resolve → {{"type": "resolve"}} Allowed fields: account_email, order_id, device_type, browser Observation: {observation} """ Sending request... 📡 Calling Groq... 🧠 ACTION: {'type': 'ask_info', 'field': 'account_email'} 📥 OBS: {'ticket_id': 'T11', 'customer_message': "I didn't receive my order but it shows delivered.", 'history': [], 'known_info': {}, 'missing_info': ['order_id'], 'status': 'open', 'step_count': 0, 'remaining_steps': 10} 📡 Calling Groq... 🧠 ACTION: {'type': 'ask_info', 'field': 'order_id'} 🎯 REWARD: 0.3 ✅ DONE: False 📥 OBS: {'ticket_id': 'T11', 'customer_message': "I didn't receive my order but it shows delivered.", 'history': [], 'known_info': {'order_id': 'sample_value'}, 'missing_info': [], 'status': 'open', 'step_count': 1, 'remaining_steps': 9} 📡 Calling Groq... 🧠 ACTION: {'type': 'ask_info', 'field': 'account_email'} 🎯 REWARD: -0.1 ✅ DONE: False 📥 OBS: {'ticket_id': 'T11', 'customer_message': "I didn't receive my order but it shows delivered.", 'history': [], 'known_info': {'order_id': 'sample_value'}, 'missing_info': [], 'status': 'open', 'step_count': 2, 'remaining_steps': 8} 📡 Calling Groq... 🧠 ACTION: {'type': 'ask_info', 'field': 'account_email'} 🎯 REWARD: -0.1 ✅ DONE: False 📥 OBS: {'ticket_id': 'T11', 'customer_message': "I didn't receive my order but it shows delivered.", 'history': [], 'known_info': {'order_id': 'sample_value'}, 'missing_info': [], 'status': 'open', 'step_count': 3, 'remaining_steps': 7} 📡 Calling Groq... 🧠 ACTION: {'type': 'ask_info', 'field': 'account_email'} 🎯 REWARD: -0.1 ✅ DONE: False 📥 OBS: {'ticket_id': 'T11', 'customer_message': "I didn't receive my order but it shows delivered.", 'history': [], 'known_info': {'order_id': 'sample_value'}, 'missing_info': [], 'status': 'open', 'step_count': 4, 'remaining_steps': 6} 📡 Calling Groq... 🧠 ACTION: {'type': 'ask_info', 'field': 'account_email'} 🎯 REWARD: -0.1 ✅ DONE: False 📥 OBS: {'ticket_id': 'T11', 'customer_message': "I didn't receive my order but it shows delivered.", 'history': [], 'known_info': {'order_id': 'sample_value'}, 'missing_info': [], 'status': 'open', 'step_count': 5, 'remaining_steps': 5} 📡 Calling Groq... 🧠 ACTION: {'type': 'ask_info', 'field': 'account_email'} 🎯 REWARD: -0.1 ✅ DONE: False 📥 OBS: {'ticket_id': 'T11', 'customer_message': "I didn't receive my order but it shows delivered.", 'history': [], 'known_info': {'order_id': 'sample_value'}, 'missing_info': [], 'status': 'open', 'step_count': 6, 'remaining_steps': 4} 📡 Calling Groq... 🧠 ACTION: {'type': 'ask_info', 'field': 'account_email'} 🎯 REWARD: -0.1 ✅ DONE: False 📥 OBS: {'ticket_id': 'T11', 'customer_message': "I didn't receive my order but it shows delivered.", 'history': [], 'known_info': {'order_id': 'sample_value'}, 'missing_info': [], 'status': 'open', 'step_count': 7, 'remaining_steps': 3} 📡 Calling Groq... 🧠 ACTION: {'type': 'ask_info', 'field': 'account_email'} 🎯 REWARD: -0.1 ✅ DONE: False 📥 OBS: {'ticket_id': 'T11', 'customer_message': "I didn't receive my order but it shows delivered.", 'history': [], 'known_info': {'order_id': 'sample_value'}, 'missing_info': [], 'status': 'open', 'step_count': 8, 'remaining_steps': 2} 📡 Calling Groq... 🧠 ACTION: {'type': 'ask_info', 'field': 'account_email'} 🎯 REWARD: -0.1 ✅ DONE: False 📥 OBS: {'ticket_id': 'T11', 'customer_message': "I didn't receive my order but it shows delivered.", 'history': [], 'known_info': {'order_id': 'sample_value'}, 'missing_info': [], 'status': 'open', 'step_count': 9, 'remaining_steps': 1} 📡 Calling Groq... 🧠 ACTION: {'type': 'ask_info', 'field': 'account_email'} 🎯 REWARD: -0.8 ✅ DONE: True 🏁 FINAL INFO: {'final_score': 0.3} output with prompt - 04032026: prompt = f""" You are a customer support agent. STRICT RULES: 1. If missing_info list is NOT empty → you MUST ask for ONE of those fields 2. If missing_info list is EMPTY → you MUST resolve 3. NEVER ask for a field that is NOT in missing_info 4. NEVER repeat asking for the same field Return ONLY JSON. Actions: - ask_info → {{"type": "ask_info", "field": "..."}} - resolve → {{"type": "resolve"}} Observation: {observation} """ 🧠 ACTION: {'type': 'ask_info', 'field': 'account_email'} 📥 OBS: {'ticket_id': 'T10', 'customer_message': 'Something is wrong with my account.', 'history': [], 'known_info': {}, 'missing_info': ['account_email'], 'status': 'open', 'step_count': 0, 'remaining_steps': 10} 📡 Calling Groq... 🧠 ACTION: {'type': 'ask_info', 'field': 'account_email'} 🎯 REWARD: 0.3 ✅ DONE: False 📥 OBS: {'ticket_id': 'T10', 'customer_message': 'Something is wrong with my account.', 'history': [], 'known_info': {'account_email': 'sample_value'}, 'missing_info': [], 'status': 'open', 'step_count': 1, 'remaining_steps': 9} 📡 Calling Groq... 🧠 ACTION: {'type': 'resolve'} 🎯 REWARD: 1.7 ✅ DONE: True 🏁 FINAL INFO: {'final_score': 0.7}