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.gitattributes

@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+ChatGPT_Reviews.csv filter=lfs diff=lfs merge=lfs -text
+ChatGpt_Reviews.docx filter=lfs diff=lfs merge=lfs -text

ChatGPT_Reviews.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e838ac76a7a83a8bbf807033501d4f737b476da0d10e0abe89ddb66ad660167
+size 20716595

ChatGpt_Reviews.docx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:582656821cc8711ad065737d9d7df22f0eed12d575bf243d4fc85b84cdc816e2
+size 1108696

app.py

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+import pandas as pd
+import numpy as np
+import re
+import streamlit as st 
+import joblib
+import numpy as np
+import pandas as pd
+
+
+html_temp = """
+    <div style="background-color:black;padding:10px">
+    <h2 style="color:white;text-align:center;">Chat GPT Review Prediction  </h2>
+    </div>
+    """
+st.markdown(html_temp, unsafe_allow_html=True)
+
+image_url="https://storage.googleapis.com/kaggle-datasets-images/6377125/10302664/91e3eb67027ab3122886b971613e7c2f/dataset-cover.jpg?t=2024-12-26-10-34-17"
+
+st.image(image_url, use_container_width=True)
+
+
+
+input_txt=st.text_input("Enter the Review")
+
+
+# preprocess the text
+
+def preprocess_text(text):
+    text = text.lower()  
+    text = re.sub(r'\d+', '', text)  
+    text = re.sub(r'[^\w\s]', '', text)  
+    text = re.sub(r'\s+', ' ', text)  
+
+    return text
+
+# loading the models
+loaded_tfidf = joblib.load("tfidf_model.joblib")
+model = joblib.load("chat_review_model.joblib")
+
+# processing
+if input:
+    test=preprocess_text(input_txt)
+    label=loaded_tfidf.transform([test])
+
+# predict and display
+if st.button("Submit"):
+    predict=model.predict(label)[0]
+        
+    if predict==1:
+        st.write("Its is a Good Review")
+        
+    elif predict==0:
+        st.write("Its is a Bad Review")
+

chat_review_model.joblib

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:43920f392997bec00f0921aaf501ef5f6b8348265b21f5b49377d7186d8c703d
+size 243946

requirements.txt

@@ -0,0 +1,9 @@
+joblib==1.2.0
+matplotlib==3.7.2
+matplotlib-inline==0.1.6
+numpy==1.24.4
+pandas==2.2.2
+scikit-learn==1.4.1.post1
+streamlit==1.33.0
+streamlit-chat==0.1.1
+nltk==3.8.1

tfidf_model.joblib

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:900bf57884c008f008ef9a92d840eb275459c9a6110acb321a4b4b15c1829e56
+size 1055889