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app.py

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+import streamlit as st
+from transformers import pipeline
+
+# Load the keyphrase extraction models
+model1 = pipeline("ner", model="ml6team/keyphrase-extraction-kbir-inspec")
+model2 = pipeline("ner", model="aglazkova/bart_finetuned_keyphrase_extraction")
+
+# Streamlit app
+st.title("Keyphrase Extraction App")
+st.write("Enter text below to extract keyphrases using two different models:")
+
+# Text input
+user_input = st.text_area("Text Input", "")
+
+# Extract keyphrases
+if st.button("Extract Keyphrases"):
+    if user_input:
+        keyphrases_model1 = model1(user_input)
+        keyphrases_model2 = model2(user_input)
+
+        st.write("Extracted Keyphrases from `ml6team/keyphrase-extraction-kbir-inspec`:")
+        for keyphrase in keyphrases_model1:
+            st.write(keyphrase['word'])
+
+        st.write("Extracted Keyphrases from `aglazkova/bart_finetuned_keyphrase_extraction`:")
+        for keyphrase in keyphrases_model2:
+            st.write(keyphrase['word'])
+    else:
+        st.write("Please enter some text to extract keyphrases.")