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Update app.py
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app.py
CHANGED
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@@ -97,55 +97,54 @@ if 'system_result' not in st.session_state:
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if 'agent_reply' not in st.session_state:
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st.session_state.agent_reply = ""
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#
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for msg in st.session_state.chat:
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with st.chat_message(msg['role']):
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st.markdown(msg['content'])
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#
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col1, col2 = st.columns([
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with col1:
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user_input = st.text_input("Enter customer message:", key="user_input")
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with col2:
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# If human support needed
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if st.session_state.system_result:
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st.markdown("---")
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st.subheader("
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# Agent editable response
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st.session_state.agent_reply = st.text_area("Compose your reply:", value=st.session_state.agent_reply)
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if st.button("Send Reply"):
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if st.session_state.agent_reply.strip():
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@@ -153,15 +152,13 @@ if st.session_state.system_result:
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st.session_state.agent_reply = ""
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st.session_state.system_result = None
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# Context info
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st.markdown("#### Customer Status")
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st.markdown(f"- **Emotion:** {st.session_state.system_result['emotion'].capitalize()}")
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st.markdown(f"- **Tone:** {st.session_state.system_result['tone']}")
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# Suggested replies
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st.markdown("#### Detected Customer Needs")
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for intent in st.session_state.system_result['intents']:
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st.markdown(f"**• {intent.capitalize()}**")
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suggestion = f"Thank you for contacting us. I understand your concern. {intent_solutions[intent]} {intent_closings[intent]}"
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st.session_state.agent_reply = suggestion
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if 'agent_reply' not in st.session_state:
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st.session_state.agent_reply = ""
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# Always show conversation
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st.markdown("### Conversation")
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for msg in st.session_state.chat:
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with st.chat_message(msg['role']):
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st.markdown(msg['content'])
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# Input row with button aligned right
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col1, col2 = st.columns([6,1])
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with col1:
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user_input = st.text_input("Enter customer message:", key="user_input")
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with col2:
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analyze_clicked = st.button("Analyze")
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if analyze_clicked and user_input.strip():
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# Run analysis pipeline
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emotion_result = emotion_classifier(user_input)
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emotion_label = get_emotion_label(emotion_result, user_input)
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emotion_score = get_emotion_score(emotion_label)
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intent_result = intent_classifier(user_input, candidate_tasks)
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top_intents = [label for label, score in zip(intent_result['labels'], intent_result['scores']) if score > 0.15][:3]
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content_score = 0.0
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if any(x in user_input.lower() for x in ["out of service", "can't", "urgent", "immediately"]):
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content_score += 0.4
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if any(label in ["top up balance", "reactivate service"] for label in top_intents):
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content_score += 0.4
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final_score = 0.5 * emotion_score + 0.5 * content_score
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st.session_state.chat.append({"role": "user", "content": user_input})
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if final_score < 0.5 and top_intents:
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intent = top_intents[0]
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response = f"Thank you for contacting us. I understand your concern. {intent_solutions[intent]} {intent_closings[intent]}"
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st.session_state.chat.append({"role": "assistant", "content": response})
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else:
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st.session_state.system_result = {
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"emotion": emotion_label,
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"tone": "Urgent" if emotion_score > 0.8 else "Concerned" if emotion_score > 0.5 else "Calm",
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"intents": top_intents
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}
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# Agent panel only if human support needed
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if st.session_state.system_result:
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st.markdown("---")
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st.subheader("⚠️ Human Support Required")
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st.session_state.agent_reply = st.text_area("Compose your reply:", value=st.session_state.agent_reply)
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if st.button("Send Reply"):
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if st.session_state.agent_reply.strip():
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st.session_state.agent_reply = ""
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st.session_state.system_result = None
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st.markdown("#### Customer Status")
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st.markdown(f"- **Emotion:** {st.session_state.system_result['emotion'].capitalize()}")
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st.markdown(f"- **Tone:** {st.session_state.system_result['tone']}")
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st.markdown("#### Detected Customer Needs")
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for intent in st.session_state.system_result['intents']:
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suggestion = f"Thank you for contacting us. I understand your concern. {intent_solutions[intent]} {intent_closings[intent]}"
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st.markdown(f"**• {intent.capitalize()}**")
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if st.button(suggestion, key=f"btn_{intent}"):
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st.session_state.agent_reply = suggestion
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