Upload similarity_score_refined.py

similarity_score_refined.py

@@ -16,14 +16,14 @@ Original file is located at
 # print("Google Drive mounted.")
 
 import re
-  from sklearn.feature_extraction.text import TfidfVectorizer
-  from nltk.corpus import stopwords
-  from nltk.stem import WordNetLemmatizer
+from sklearn.feature_extraction.text import TfidfVectorizer
+from nltk.corpus import stopwords
+from nltk.stem import WordNetLemmatizer
 
 # Ensure you have downloaded stopwords and wordnet
-  import nltk
-  nltk.download('stopwords')
-  nltk.download('wordnet')
+import nltk
+nltk.download('stopwords')
+nltk.download('wordnet')
 
 def extract_text(file_path):
     import docx2txt
@@ -77,7 +77,7 @@ def calculate_tfidf(doc):
 
 def call_chatgpt_api(prompt, api_key,model="gpt-3.5-turbo"):
     import openai
-    openai.api_key = userdata.get('OPEN_API_KEY')
+    openai.api_key = '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'
     response = openai.ChatCompletion.create(
         model="gpt-3.5-turbo",
         messages=[