Update app.py

app.py

@@ -5,11 +5,11 @@ from sentence_transformers import SentenceTransformer
 from sklearn.metrics.pairwise import cosine_similarity
 
 # Load dataset 
-df = pd.read_csv("analytics_vidhya_articles.csv", parse_dates=["Date"])
+df = pd.read_csv("analyticsvidhyacomplete.csv", parse_dates=["Date"])
 
 # Preprocessing
 df['Date'] = pd.to_datetime(df['Date'])
-df["combined_text"] = df["Title"].astype(str) + " " + df["Description"].astype(str)
+df["combined_text"] = df["Title"].astype(str) + " " + df["Description"].astype(str)  + " " + df["Content"].astype(str)
 
 # Load model
 model = SentenceTransformer("all-MiniLM-L6-v2")