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Update frontend.py
Browse files- frontend.py +24 -15
frontend.py
CHANGED
@@ -76,37 +76,45 @@ tab1, tab2 = st.tabs(["π§ Analyze Review", "π Bulk Reviews"])
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with tab1:
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st.title("π ChurnSight AI β Product Feedback Assistant")
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st.markdown("Analyze feedback to detect churn risk, extract pain points, and support product decisions.")
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review = st.text_area("π Enter Customer Feedback", value=st.session_state.review, height=180)
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st.session_state.review = review
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col1, col2, col3 = st.columns(3)
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st.
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st.
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if st.session_state.review and (analyze or st.session_state.trigger_example_analysis):
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with st.spinner("Analyzing feedback..."):
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try:
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payload = {
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"text": st.session_state.review,
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"model": "distilbert-base-uncased-finetuned-sst-2-english"
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"industry": industry,
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"product_category": product_category,
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"verbosity": verbosity,
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"aspects": use_aspects,
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"intelligence": st.session_state.intelligence_mode
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}
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headers = {"x-api-key": api_token}
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res = requests.post(f"{backend_url}/analyze/", json=payload, headers=headers)
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if res.ok:
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st.session_state.last_response = res.json()
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@@ -178,6 +186,7 @@ with tab1:
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except Exception as e:
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st.error(f"Trend error: {e}")
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# === BULK REVIEW ANALYSIS ===
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with tab2:
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st.title("π Bulk Feedback Analysis")
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with tab1:
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st.title("π ChurnSight AI β Product Feedback Assistant")
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st.markdown("Analyze feedback to detect churn risk, extract pain points, and support product decisions.")
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review = st.text_area("π Enter Customer Feedback", value=st.session_state.review, height=180)
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st.session_state.review = review
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analyze = False # β
define outside
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col1, col2, col3 = st.columns(3)
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with col1:
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analyze = st.button("π Analyze")
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with col2:
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if st.button("π² Example"):
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st.session_state.review = (
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"The app crashes every time I try to checkout. It's so slow and unresponsive. "
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"Customer support never replied. I'm switching to another brand."
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)
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st.session_state.trigger_example_analysis = True
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st.rerun()
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with col3:
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if st.button("π§Ή Clear"):
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for key in ["review", "last_response", "followup_answer"]:
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st.session_state[key] = ""
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st.rerun()
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if st.session_state.review and (analyze or st.session_state.trigger_example_analysis):
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with st.spinner("Analyzing feedback..."):
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try:
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model_used = (
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None if sentiment_model == "Auto-detect"
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else sentiment_model
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)
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payload = {
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"text": st.session_state.review,
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"model": model_used or "distilbert-base-uncased-finetuned-sst-2-english",
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"industry": industry,
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"product_category": product_category,
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"verbosity": verbosity,
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"aspects": use_aspects,
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"intelligence": st.session_state.intelligence_mode
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}
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headers = {"x-api-key": st.session_state.get("api_token", "my-secret-key")}
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res = requests.post(f"{backend_url}/analyze/", json=payload, headers=headers)
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if res.ok:
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st.session_state.last_response = res.json()
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except Exception as e:
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st.error(f"Trend error: {e}")
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# === BULK REVIEW ANALYSIS ===
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with tab2:
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st.title("π Bulk Feedback Analysis")
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