move to single file

app/main.py

@@ -1,11 +1,136 @@
-from chatterbot import ChatBot
-from scripts.chatbot import cs_chatbot
-from scripts.chatbot import gpt_chatbot
+# from chatterbot import ChatBot
+# from scripts.chatbot import cs_chatbot
+# from scripts.chatbot import gpt_chatbot
 from flask import Flask, render_template, request
 
+import config
+
+from chatterbot import ChatBot
+from chatterbot.trainers import ListTrainer
+from chatterbot.trainers import ChatterBotCorpusTrainer
+
+import json
+import openai
+
+# Creating ChatBot Instance
+cs_chatbot = ChatBot(
+    'CoronaBot',
+    storage_adapter='chatterbot.storage.SQLStorageAdapter',
+    logic_adapters=[
+        'chatterbot.logic.MathematicalEvaluation',
+        'chatterbot.logic.TimeLogicAdapter',
+        'chatterbot.logic.BestMatch',
+        {
+            'import_path': 'chatterbot.logic.BestMatch',
+            'default_response': 'I am sorry, but I do not understand. I am still learning.',
+            'maximum_similarity_threshold': 0.90
+        }
+    ],
+    database_uri='sqlite:///database.sqlite3'
+)
+
+ # Training with Personal Ques & Ans 
+training_data_simple = open('../training_data/normal.txt').read().splitlines()
+training_data_personal = open('../training_data/all.txt').read().splitlines()
+
+training_data = training_data_simple + training_data_personal
+
+trainer = ListTrainer(cs_chatbot)
+trainer.train(training_data)
+
+# Training with English Corpus Data 
+trainer_corpus = ChatterBotCorpusTrainer(cs_chatbot)
+
+
+# chatbot.py Camelia
+
+openai.api_key = config.api_key #os.getenv("API_KEY")
+
+def gpt_chatbot(question):
+
+    # prompt = """Codey is Codecademy's AI assistant and knows everything there is to know about programming. 
+    # Codey wants to help our learners with all kinds of questions and provide them detailed answers to any questions that they ask. 
+    # The assistant is helpful, creative, clever, very friendly, and very encouraging.
+
+    # Sonny: What is HTML?\nCodey: HTML (HyperText Markup Language) is the main building block of websites and webpages. It is used to specify the layout and content of a webpage, and makes it possible for a browser to read and display it. And it can be assisted by technologies such as Cascading Style Sheets and scripting languages such as JavaScript.\n\n
+    # Sonny: What is while loop?\nCodey: \nA while loop is a control flow structure that repeats a statement or group of statements until a certain condition becomes false. The condition is checked before the control flow enters the loop. This helps control the program flow.\n\n
+    # Sonny: What is a variable?\nCodey: A variable is a named memory location used to store data. This data can be of different data types.\n\n
+    # Sonny: What is the difference between HTML and CSS?\nCodey: HTML stands for Hypertext Markup Language, and CSS stands for Cascading Style Sheets. HTML and CSS are both used to define the look and layout of a website. HTML is used to define the content and structure of a web page, while CSS is used to change the appearance of a page.\n\n
+    # Sonny: What is coding?\nCodey: Coding is the process of writing computer programs. The program code is written in a programming language, and the program is compiled into a program that can be run by the CPU.\n\n
+    # Sonny: What is the difference between if and if else statement?\nCodey: The `if` statement is used to make a decision. If a certain condition is true, then the statement(s) following `if` is executed. If the condition is not true, then the code following the `else` statement is executed.\n\n
+    # Sonny: What is Object-oriented programming?\nCodey: Object-oriented programming (OOP) is a programming paradigm based on the concept of \"objects\", which might contain data, in the form of fields, often known as attributes; and code, in the form of procedures, often known as methods. A feature of objects is that an object's procedures can access and often modify the data fields of the object with which they are associated (objects have a notion of `this` or `self`). In OOP, computer programs are designed by making them out of objects that interact with one another.\n\n
+    # Sonny: What is polymorphism?\nCodey: Polymorphism is the provision of a single interface to entities of different types.\n\n
+    # Sonny: Give me an example of a if statement in Python.\nCodey: if coffee == \"hot\"\n  # Code runs if true\nelse:\n  # Code runs if false\n\n
+    # Sonny: How do I write a function in JavaScript?\nCodey: \nfunction addNumbers(a, b) {\n    return a + b;\n}\n\n
+    # Sonny: What is distinct in sql?\nCodey: Distinct is used to remove duplicate rows from a result set.\nSELECT DISTINCT column1, column2, ...\nFROM table_name;\n\n
+    # Sonny: What is a Where in SQL?\nCodey: WHERE is used to filter rows.\nSELECT column1, column2, ...\nFROM table_name\nWHERE column1 = value1;\n\n
+    # Sonny: What is a Subquery in SQL?\nCodey: A subquery is a SQL query nested inside another SQL query. \nSELECT column1, column2, ...\nFROM table_name\nWHERE column1 IN (SELECT column1 FROM table_name);\n\n
+    # Sonny: {}
+    # Codey:""".format(question)
+
+    prompt = """Codey is Codecademy's AI assistant and knows everything there is to know about programming.
+    Codey wants to help our learners with all kinds of questions and provide them detailed answers to any questions
+    that they ask. The assistant is helpful, creative, clever, very friendly, and very encouraging.
+    
+    Sonny: What is HTML?\n
+    Codey: HTML (HyperText Markup Language) is the main building block of websites and webpages. It is used to specify the layout and content of a webpage, and makes it possible for a browser to read and display it. And it can be assisted by technologies such as Cascading Style Sheets and scripting languages such as JavaScript.\n\n
+    
+    Sonny: What is while loop?\n
+    Codey: \nA `while` loop is a control flow structure that repeats a statement or group of statements until a certain condition becomes false. The condition is checked before the control flow enters the loop. This helps control the program flow.\n\n
+    
+    Sonny: What is a variable?\n
+    Codey: A variable is a named memory location used to store data. This data can be of different data types.\n\n
+    
+    Sonny: What is the difference between HTML and CSS?\n
+    Codey: HTML stands for Hypertext Markup Language, and CSS stands for Cascading Style Sheets. HTML and CSS are both used to define the look and layout of a website. HTML is used to define the content and structure of a web page, while CSS is used to change the appearance of a page.\n\n
+    
+    Sonny: What is coding?\n
+    Codey: Coding is the process of writing computer programs. The program code is written in a programming language, and the program is compiled into a program that can be run by the CPU.\n\n
+    
+    Sonny: What is the difference between if and if else statement?\n
+    Codey: The `if` statement is used to make a decision. If a certain condition is true, then the statement(s) following `if` is executed. If the condition is not true, then the code following the `else` statement is executed. The `else` statement is optional.\n\n
+    
+    Sonny: What is object-oriented programming?\n
+    Codey: Object-oriented programming (OOP) is a programming paradigm based on the concept of \"objects\", which might contain data, in the form of fields, often known as attributes; and code, in the form of procedures, often known as methods. A feature of objects is that an object's procedures can access and often modify the data fields of the object with which they are associated (objects have a notion of `this` or `self`).<br><br>
+    In OOP, computer programs are designed by making them out of objects that interact with one another.\n\n
+    
+    Sonny: What is a Where in SQL?\n
+    Codey: WHERE is used to filter rows.<br><br>
+    SELECT column1, column2, ...<br>
+    FROM table_name<br>
+    WHERE column1 = value1;\n\n
+
+    Sonny: What is a Subquery in SQL?\n
+    Codey: A subquery is a SQL query nested inside another SQL query.<br><br>
+    SELECT column1, column2, ...<br>
+    FROM table_name<br>
+    WHERE column1 IN (SELECT column1 FROM table_name);\n\n
+
+    Sonny: {}
+    Codey:""".format(question)
+
+    response = openai.Completion.create(
+        engine="davinci",
+        prompt=prompt,
+        stop="Sonny:",
+        temperature=0.6,
+        max_tokens=150,
+        top_p=1,
+        presence_penalty=0.3,
+    )
+    print(response)
+    json_response = json.dumps(response)
+    rep = json.loads(json_response)
+    bot_reply = rep['choices'][0]['text']
+    print(question)
+    print(str(bot_reply))
+    return str(bot_reply)
+
+
 app = Flask(__name__)
 app.static_folder = 'static'
 
+
 @app.route("/")
 def home():
     return render_template("index.html")