db_added_in_code
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46
main.py
46
main.py
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@ -5,6 +5,7 @@ import faiss
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import torch
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from flask import Flask, render_template, request, jsonify
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from flask_cors import CORS, cross_origin
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import psycopg2
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import spacy
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import spacy_transformers
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import torch
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@ -24,12 +25,21 @@ import threading
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from sentence_transformers import SentenceTransformer
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app = Flask(__name__)
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#allow frontend address
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url = os.getenv("FRONTEND_URL_WITH_PORT")
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cors = CORS(app, resources={r"/predict": {"origins": url}, r"/feedback": {"origins": url}})
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#cors = CORS(app, resources={r"/predict": {"origins": "*"}, r"/feedback": {"origins": "*"}})
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conn = psycopg2.connect(
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database=os.getenv("POSTGRES_DB"),
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user=os.getenv("POSTGRES_USER"),
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password=os.getenv("POSTGRES_PASSWORD"))
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cur = conn.cursor()
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#rg = ResponseGenerator(index)
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@ -85,12 +95,25 @@ def feedback():
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data = request.get_json()['feedback']
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# Make data frame of above data
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print(data)
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df = pd.DataFrame([data])
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file_exists = os.path.isfile('feedback.csv')
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#df = pd.DataFrame([data])
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#file_exists = os.path.isfile('feedback.csv')
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#df = pd.DataFrame(data=[data['response'], data['length'], data['fluency'], data['truthfulness'], data['usefulness'], data['speed']]
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# ,columns=['response', 'length', 'fluency', 'truthfulness', 'usefulness', 'speed'])
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df.to_csv('feedback.csv', mode='a', index=False, header=(not file_exists))
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#df.to_csv('feedback.csv', mode='a', index=False, header=(not file_exists))
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cur.execute('INSERT INTO feedback (query, history, janet_modified_query,
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is_modified_query_correct, user_modified_query,
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response, preferred_response, response_length_feedback,
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response_fluency_feedback, response_truth_feedback,
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response_useful_feedback, response_time_feedback, response_intent)'
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'VALUES (%s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s)',
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(data['query'], data['history'], data['modQuery'],
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data['queryModCorrect'], data['correctQuery'],
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data['janetResponse'], data['preferredResponse'], data['length'],
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data['fluency'], data['truthfulness'], data['usefulness'],
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data['speed'], data['intent'])
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)
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reply = jsonify({"status": "done"})
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#reply.headers.add('Access-Control-Allow-Origin', '*')
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return reply
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@ -130,4 +153,21 @@ if __name__ == "__main__":
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dm = DM()
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rg = ResponseGenerator(index,db,def_generator,def_retriever)
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threading.Thread(target=recommend, name='recommend').start()
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cur.execute('CREATE TABLE IF NOT EXISTS feedback (id serial PRIMARY KEY,'
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'query text NOT NULL,'
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'history text NOT NULL,'
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'janet_modified_query text NOT NULL,'
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'is_modified_query_correct text NOT NULL,'
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'user_modified_query text NOT NULL,'
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'response text NOT NULL,'
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'preferred_response text,'
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'response_length_feedback text NOT NULL,'
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'response_fluency_feedback text NOT NULL,'
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'response_truth_feedback text NOT NULL,'
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'response_useful_feedback text NOT NULL,'
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'response_time_feedback text NOT NULL,'
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'response_intent text NOT NULL);'
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)
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app.run(host='127.0.0.1', port=4000)
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@ -24,4 +24,5 @@ torchvision @ https://download.pytorch.org/whl/cu116/torchvision-0.14.1%2Bcu116-
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tqdm==4.64.1
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transformers==4.26.1
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markupsafe==2.0.1
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psycopg2==2.9.5
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Werkzeug==1.0.1
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