Create app.py

Author: lakshay451

Fake-News-Detector/app.py

@@ -0,0 +1,23 @@
+import pickle
+from flask import Flask, request, render_template
+
+app = Flask(__name__)
+model = pickle.load(open('pac.pkl', 'rb'))
+tfidf = pickle.load(open('tfidf_vectorizer.pkl','rb'))
+
+@app.route('/')
+def home():
+	return render_template('home.html')
+
+
+@app.route('/predict',methods=['POST'])
+def predict():
+    if request.method == 'POST':
+    	news = request.form['news']
+    	data = [news]
+    	vect = tfidf.transform(data)
+    	my_prediction = model.predict(vect)
+    	return render_template('prediction.html', prediction=my_prediction)
+
+if __name__ == '__main__':
+    app.run(debug=True)