Initial commit

.gitignore

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+__pychache__/*
+*.pyc
+venv/
+.idea/

app.py

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+from flask import Flask, request
+from flask_restful import Resource, Api
+from deeppavlov import build_model, configs
+from flask_cors import CORS
+
+
+app = Flask(__name__)
+CORS(app)
+api = Api(app)
+
+model = None
+paragraph = """The application process will remain open at 04th of July to 14th of August. 
+               Application form for admission is available at the Somaiya website. Our hours are 9am-8pm every day. 
+               The fee amount is INR 150000 and the hostel fees is INR 5000. The application fee is the 5000. 
+               There are total 7 courses are available at the university."""
+
+
+class HelloWorld(Resource):
+    def get(self):
+        return {'hello': 'world'}
+
+
+class ChatBot(Resource):
+    def post(self):
+        question = request.form['question']
+        print(question)
+        answer = model([paragraph], [question])
+        print(answer)
+        return answer
+
+
+def load_model():
+    global model
+    model = build_model(configs.squad.squad, download=False)
+
+
+api.add_resource(HelloWorld, '/')
+api.add_resource(ChatBot, '/chat/')
+
+
+if __name__ == '__main__':
+    load_model()
+    app.run(host='127.0.0.1', port=8888, debug=True)

requirements.txt

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+absl-py==0.7.0
+aniso8601==4.1.0
+asn1crypto==0.24.0
+astor==0.7.1
+certifi==2018.11.29
+cffi==1.11.5
+chardet==3.0.4
+Click==7.0
+cryptography==2.5
+Cython==0.28.5
+DAWG-Python==0.7.2
+deeppavlov==0.1.6
+docopt==0.6.2
+flasgger==0.9.1
+Flask==1.0.2
+Flask-Cors==3.0.6
+Flask-RESTful==0.3.7
+fuzzywuzzy==0.16.0
+gast==0.2.2
+grpcio==1.18.0
+h5py==2.8.0
+idna==2.7
+itsdangerous==1.1.0
+Jinja2==2.10
+jsonschema==2.6.0
+Keras==2.2.0
+Keras-Applications==1.0.2
+Keras-Preprocessing==1.0.1
+Markdown==3.0.1
+MarkupSafe==1.1.0
+mistune==0.8.4
+nltk==3.2.5
+numpy==1.14.5
+overrides==1.9
+pandas==0.23.1
+protobuf==3.6.1
+pycparser==2.19
+pymorphy2==0.8
+pymorphy2-dicts==2.4.393442.3710985
+pymorphy2-dicts-ru==2.4.404381.4453942
+pyOpenSSL==18.0.0
+pyTelegramBotAPI==3.5.2
+python-dateutil==2.7.5
+pytz==2018.9
+PyYAML==3.13
+requests==2.19.1
+rusenttokenize==0.0.4
+scikit-learn==0.19.1
+scipy==1.1.0
+six==1.12.0
+tensorboard==1.10.0
+tensorflow==1.10.0
+termcolor==1.1.0
+tqdm==4.23.4
+urllib3==1.23
+Werkzeug==0.14.1