Update app.py

app.py

@@ -30,7 +30,6 @@ Our main method first asks the user for their openai key. Then we have some test
 
 #imports
 import pandas as pd
-from textblob import TextBlob
 import spacy
 import tensorflow_hub as hub
 from scipy.spatial import distance
@@ -51,11 +50,6 @@ customer = pd.read_csv('customer_data.csv')
 order = pd.read_csv('order_data.csv')
 service = pd.read_csv('cust_service_data.csv')
 
-"""# Spelling correction"""
-
-def correctSpelling(sentence):
-  return str(TextBlob(sentence).correct())
-
 """# Entity Extraction"""
 
 # extract entities, label, label definition from natural language questions and append to dataframe
@@ -144,97 +138,6 @@ def query_to_SQL_to_MongoDB(query, key, organization):
     SQL = response['choices'][0]['text'] # extract the outputted SQL Query
     return complex_SQL_to_MongoDB(SQL)
 
-#Example: 
-
-'''
-db.Customer.aggregate(
-
-    {
-        
-        $lookup:
-
-        {
-
-            from: "Orders",
-            localField: "cust_id",
-            foreignField: "cust_id",
-            as: "Customer"
-
-        }
-    
-    }, 
-
-    {
-
-        $group:
-
-        {
-
-            _id: "cust_name",
-            count: {$count : {}}
-
-        }
-
-    }, 
-
-    {
-
-        $sort:{count : -1}
-
-    }, 
-
-    {
-
-        $limit: 1
-
-    }
-
-)
-
-
-'''
-
-'''
-db.Customer.aggregate( 
-    {
-        $lookup: 
-        { 
-            from : "Orders", 
-            localField: "cust_id", 
-            foreignField: "cust_id", 
-            as: "Customer"
-            
-        } 
-    },
-    {
-        $lookup: 
-        { 
-            from : "Driver", 
-            localField: "driver_id", 
-            foreignField: "driver_id", 
-            as: "Customer"
-        } 
-    },
-        
-    {
-        $match:
-        {
-
-            $group: 
-            {
-                 _id: "c.cust_name", 
-                 count: {$count: {order_id}
-            } 
-         }
-         
-    }, 
-    { 
-        $sort: {count : -1}
-    }, 
-    { $limit : 1 }
-    
-    )
-'''
 
 keywords = {'INNER', 'FROM', 'WHERE', 'GROUP', 'BY', 'ON', 'SELECT', 'BETWEEN', 'LIMIT', 'AND', 'ORDER'}