Ankush05 commited on
Commit
f843bad
1 Parent(s): 44081e5
Files changed (1) hide show
  1. app.py +5 -4
app.py CHANGED
@@ -10,8 +10,9 @@ 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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  uri = os.environ["MONGO_CONNECTION_STRING"]
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  client = MongoClient(uri, tlsCertificateKeyFile="database/cert.pem")
@@ -33,7 +34,7 @@ def view_rem():
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  def Chatbot():
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  st.title("Chatbot")
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  if query :=st.chat_input("Enter your message"):
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- ans = classifyr(query,candidate_labels=["reminders", "general conversation"])
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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"):
@@ -42,7 +43,7 @@ def Chatbot():
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  elif ans["labels"][0] == "general conversation":
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- umsg = bard.get_answer(message)["content"]
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  with st.chat_message("assistant"):
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  st.write(umsg)
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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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  client = MongoClient(uri, tlsCertificateKeyFile="database/cert.pem")
 
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  def Chatbot():
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  st.title("Chatbot")
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  if query :=st.chat_input("Enter your message"):
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+ ans = classifi(query,candidate_labels=["reminders", "general conversation"])
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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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  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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