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Update app.py
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app.py
CHANGED
@@ -11,7 +11,9 @@ from transformers import pipeline, Conversation
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classifyr = pipeline("zero-shot-classification")
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convo = pipeline("conversational")
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# classifi = pipeline(model="facebook/bart-large-mnli")
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uri = os.environ["MONGO_CONNECTION_STRING"]
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@@ -33,23 +35,27 @@ def view_rem():
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def Chatbot():
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st.title("Chatbot")
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elif ans["labels"][0] == "general conversation":
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elif ans["labels"][0] == "notes":
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classifyr = pipeline("zero-shot-classification")
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convo = pipeline("conversational")
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# classifi = pipeline(model="facebook/bart-large-mnli")
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uri = os.environ["MONGO_CONNECTION_STRING"]
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def Chatbot():
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st.title("Chatbot")
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if user_input := st.chat_input("Enter your message"):
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result = classifyr(user_input,candidate_labels=["reminders", "general conversation", "notes", "nature", "technology", "maths", "business", "war"])
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with st.chat_message("user"):
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st.write(result["labels"][0])
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# if ans["labels"][0] == "reminders":
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# values = getValues(query.lower())
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# with st.chat_message("assistant"):
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# st.write(values)
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# col.insert_one(values)
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# elif ans["labels"][0] == "general conversation":
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# umsg = bard.get_answer(query)["content"]
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# with st.chat_message("assistant"):
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# st.write(umsg)
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# elif ans["labels"][0] == "notes":
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# Notes = query.lower().replace( " create a new note", "",).replace(" no new note", "")
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