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behavior_database.sql
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behavior_database.sql
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import pydot
import networkx as nx
import matplotlib.pyplot as plt
from PIL import Image, ImageDraw, ImageFont
from your_ai_model import YourAIModel
import json
import yaml
import os
import logging
import threading
import time
import flask
from flask import Flask, request, jsonify
import smtplib
from email.mime.text import MIMEText
from flask import Flask, request, render_template, redirect, url_for, flash, jsonify
from flask_sqlalchemy import SQLAlchemy
from flask_login import LoginManager, UserMixin, login_user, login_required, logout_user, current_user
from apscheduler.schedulers.background import BackgroundScheduler
from datetime import datetime
from concurrent.futures import ThreadPoolExecutor
import subprocess
from time import sleep
from enum import Enum
import random
import transformers
from transformers import pipeline
import datetime
import os
from flask import Flask, render_template, jsonify, request
from flask_socketio import SocketIO, emit
import yaml
import matplotlib.pyplot as plt
import csv
import tempfile
from multiprocessing import Pool, cpu_count
from tabulate import tabulate
from fpdf import FPDF
import pandas as pd
from textblob import TextBlob # For sentiment analysis
from flask import Flask, request, render_template, jsonify, session, redirect, url_for, flash
from flask_login import LoginManager, UserMixin, login_user, login_required, logout_user
import tensorflow as tf
from pyquil import Program, get_qc
from pyquil.gates import H, CNOT
import json
import matplotlib.pyplot as plt
import networkx as nx
from PIL import Image, ImageDraw, ImageFont
import smtplib
from email.mime.text import MIMEText
from email.mime.multipart import MIMEMultipart
import datetime
import requests
import argparse
import spacy
from sympy import symbols, Eq, solve
from vaderSentiment.vaderSentiment import SentimentIntensityAnalyzer
import pickle
import time
import threading
from flask_wtf import FlaskForm
from wtforms import StringField, PasswordField, SelectField
from wtforms.validators import DataRequired, Length
import tensorflow as tf
from tensorflow.keras.models import Sequential
from tensorflow.keras.layers import Dense, Embedding, LSTM, Dropout
from tensorflow.keras.preprocessing.text import Tokenizer
from tensorflow.keras.preprocessing.sequence import pad_sequences
import requests
import subprocess
import openai # Import OpenAI library for AI responses
import wixapi # Import WiX API library (if available)
import shopify # Import Shopify API library (if available)
from wolframalpha import Client as WolframAlphaClient # Import Wolfram Alpha API library (if available)
from github import Github # Import GitHub API library (if available)
import sqlite3 # Import SQLite library for database
import re
from queue import Queue
from threading import Thread
from your_ai_library import YourAIModel # Substitute with your actual AI library
from firebase_admin import initialize_app, analytics # Substitute with your Firebase SDK
from dashboard import update_dashboard # Hypothetical real-time dashboard
import argparse
from jinja2 import Template
import hashlib
from datetime import datetime
import concurrent.futures
from getpass import getpass
import shutil # for file operations like moving for backup
from flask_restful import Api, Resource
from flask_socketio import SocketIO, emit, join_room, leave_room, rooms
from flask_limiter.util import get_remote_address
from flask_oauthlib.provider import OAuth2Provider
from flask_jwt_extended import JWTManager, jwt_required, create_access_token, get_jwt_identity
from flask_marshmallow import Marshmallow
from flask_cors import CORS
from celery import Celery
import re
from string import Template
from datetime import datetime
import shutil
import aiohttp
import asyncio
from apscheduler.schedulers.asyncio import AsyncIOScheduler
import subprocess
import hashlib
import asyncio
from datetime import datetime, timedelta
from queue import Queue
import xml.etree.ElementTree as ET
from pydantic import BaseModel
import grpc
from redis import Redis
from api_gateway import APIGateway
from nlp import NLP
from ai_routing import AIRouting
import kubernetes.client
from zookeeper import KazooClient
from blockchain import Blockchain
from quantum_computing import QuantumProcessor
from edge_computing import EdgeComputing
from nml import NeuralMachineLearning
import tensorflow as tf
import torch
import markdown
from bs4 import BeautifulSoup # HTML Parsing
from PyPDF2 import PdfFileReader, PdfFileWriter # PDF Handling
import pandas as pd # Excel Handling
from PIL import Image # Image Handling
import cv2 # Video Handling
import soundfile as sf # Audio Handling
import zipfile
from werkzeug.utils import secure_filename
from dotenv import load_dotenv
import base64 # Simulating encryption
import uuid
from lib.advanced_config_parser_v2 import AdvancedConfigParserV2
from services.ai_ci_cd_query_interface_v2 import AICiCdQueryInterfaceV2
import logging.config
import logging.handlers
import pythonjsonlogger.jsonlogger
from bs4 import BeautifulSoup
import tensorflow as tf
from pyquil import Program, get_qc
from pyquil.gates import H, CNOT
import json
import matplotlib.pyplot as plt
import networkx as nx
from PIL import Image, ImageDraw, ImageFont
+-----------------------------------------------------------------------------------------------------------+
| Friz AI Quantum NML Extended & Advanced Architecture with GPT, Quantum, Cloud, GitHub & WiX Integrations |
+-----------------------------------------------------------------------------------------------------------+
| |
| +--------------+ +----------------+ +----------+ +---------------------+ +--------+ +-----+|
| | Front-End | -> | API & Services | -> | AI Core | -> | Quantum Processing | ->| Cloud | ->| WiX | |
| +--------------+ +----------------+ +----------+ +---------------------+ +--------+ +-----+|
| | ^ | | | | | |
| | | V | | | | |
| | +-----------------+ +---------------+ | | | | |
| | | UI Elements | | Microservices | | | | | |
| | +-----------------+ +---------------+ | | | | |
| | | | | | | | |
| | V V | | | | |
| | +-----------------+ +-----------------+ | | | | |
| | | UI Interaction | | Business Logic | | | | | |
| | +-----------------+ +-----------------+ | | | | |
| | | | | | | | |
| V V V V V V V |
| +---------------+ +-------------------+ +-------+ +---------------------+ +--------+ +-------+ |
| | Quantum NML | | Data Management | |Analytics| | Quantum Algorithms | | Big Data| | GitHub| |
| +---------------+ +-------------------+ +-------+ +---------------------+ +--------+ +-------+ |
| | | | | | | |
| V V V V V V |
| +---------------+ +-------------------+ +----------+ +---------------------+ +--------+ +-------+ |
| |Quantum States | | NML Parser | |Semantic | | Quantum Encryption | | ML Ops | |Version| |
| +---------------+ +-------------------+ | Engine | +---------------------+ +--------+ |Control| |
| | | +----------+ | | +-------+ |
| V V | | | |
| +---------------+ +-------------------+ | | | |
| |Quantum Gates | | AI Bots | <-+ | | |
| +---------------+ +-------------------+ | | |
| | | | | |
| V V V V |
| +---------------+ +-------------------+ +---------------------+ +--------+ +--------+ +-------+ |
| | Security & | | Integration Points| | Quantum Data Storage| | Analytics |Cloud DB| |Collab.||
| | Compliance | +-------------------+ +---------------------+ +--------+ +--------+ |Tools | |
| +---------------+ | | | +-------+ |
| | V | | |
| V +-------------------+ | | |
| +---------------+ | Content Solutions | | | |
| | Data Security | +-------------------+- | | |
| +---------------+ | | | |
| | V | | |
| V +-------------------+ | | |
| +---------------+ | eCommerce Services | | | |
| | Content Types | +-------------------+ | | |
| +---------------+ | | | |
| | V | | |
| V +-------------------+ | | |
| +---------------+ | Business Services | | | |
| | Workflows | +-------------------+ | | |
| +---------------+ | | |
| | | | |
| V V V |
| +----------------+ | | |
| | GPT Integrations| | | |
| +----------------+ | | |
| | Server Bot 1.10 | eCommerce Bot 1.10 | App Bot 1.10 | | | |
| | Image Bot 1.10 | Audio Bot 1.10 | Codebot 1.10 | | | |
| | FrizGPT | englishX | scienceX | | | |
| | historyX | File Bot 1.10 | Website Bot 1.10 | | | |
| | iFrame Bot 1.10 | JavaScript Bot 1.10 | HTML Bot 1.10 | | | |
| | Video Bot 1.10 | Python Bot 1.10 | Swift Bot 1.10 | | | |
| | Visual Bot 1.10 | SEO Bot 1.10 | mathX | | | |
| | Quantum Analytics Bot | Quantum Modeling Bot | Quantum Security Bot | | |
| +----------------+ | | |
| | Cloud Services Integration | Edge Computing Bots | | | |
| | Hybrid Cloud Management | Decentralized Data Systems | | | |
| +----------------+ | | |
| | WiX Content Management | Website Building Tools | | | |
| | Interactive Web Services | Dynamic Content Generation | | | |
| +----------------+ | | |
| |
+-----------------------------------------------------------------------------------------------------------+
+------------------------------------------------------+
| AI Ecosystem Architecture |
+------------------------------------------------------+
+------------------------+
| Core Service |-----+
+------------------------+ |
|
| +---------------------------+
+------------------------+ | | NLP Chatbot |
| AI Microservice |<----+----------| (Abstract Interface) |
+------------------------+ | +---------------------------+
|
| +---------------------------+
+------------------------+ | | AI-Driven Chatbot |
| File Handling Service |<----+----------| (Factory Pattern) |
+------------------------+ | +---------------------------+
|
| +---------------------------+
+------------------------+ | | Machine Learning Model |
| Script Execution Serv. |<----+----------| (Model Registry) |
+------------------------+ | +---------------------------+
|
| +---------------------------+
+------------------------+ | | API Layer |
| Data Service |<----+----------| (/api/v1/frizonData) |
+------------------------+ +---------------------------+
+------------------------------------------------------+
| Friz AI |
| https://www.friz-ai.com |
+------------------------------------------------------+
+---------------------+
| Friz Bot |
| (Customizable) |
+---------------------+
|
| +-----------------------------+
| | GPT-4 Service |
| +-----------------------------+
|
| +-----------------------------+
| | AI-Driven Services |
| +-----------------------------+
|
| +-----------------------------+
| | Friz AI Quantum NML |
| | Computing & Code Building |
| +-----------------------------+
|
| +-----------------------------+
| | E-commerce |
| | Solutions |
| +-----------------------------+
|
| +-----------------------------+
| | AI Business Software |
| | and Products |
| +-----------------------------+
|
| +-----------------------------+
| | Custom Bots |
| | +--------------------------+ |
| | | Server Bot 1.01 | |
| | +--------------------------+ |
| | | Image Bot 1.01 | |
| | +--------------------------+ |
| | | Audio Bot 1.01 | |
| | +--------------------------+ |
| | | Website Bot 1.01 | |
| | +--------------------------+ |
| | | Code Bot 1.01 | |
| | +--------------------------+ |
| | | Server Bot 2.0 | |
| | +--------------------------+ |
| | | Vision Bot 2.0 | |
| | +--------------------------+ |
| | | Language Bot 2.0 | |
| | +--------------------------+ |
| | | Data Bot 2.0 | |
| | +--------------------------+ |
| | | Security Bot 2.0 | |
| | +--------------------------+ |
| | | Commerce Bot 2.0 | |
| | +--------------------------+ |
| | | Voice Bot 2.0 | |
| | +--------------------------+ |
| | | DevOps Bot 2.0 | |
| | +--------------------------+ |
| | | Quantum Bot 2.0 | |
| | +--------------------------+ |
| +-----------------------------+
|
| +-----------------------------+
| | FrizGPT |
| | (Powered by OpenAI) |
| +-----------------------------+
|
| +-----------------------------+
| | Friz Vision |
| | (Computer Vision Service) |
| +-----------------------------+
|
| +-----------------------------+
| | FrizVoice |
| | (Voice Recognition Service) |
| +-----------------------------+
|
| +-----------------------------+
| | Server Bot 1.01 |
| | (AI-Powered Server) |
| +-----------------------------+
|
| +-----------------------------+
| | Image Bot 1.01 |
| | (AI Image Processing) |
| +-----------------------------+
|
| +-----------------------------+
| | Audio Bot 1.01 |
| | (AI Audio Processing) |
| +-----------------------------+
|
| +-----------------------------+
| | Website Bot 1.01 |
| | (AI-Enhanced Websites) |
| +-----------------------------+
|
| +-----------------------------+
| | Code Bot 1.01 |
| | (AI-Powered Code Creation) |
| +-----------------------------+
|
| +-----------------------------+
| | Server Bot 2.0 |
| | (Advanced AI Servers) |
| +-----------------------------+
|
| +-----------------------------+
| | Vision Bot 2.0 |
| | (Advanced Computer Vision) |
| +-----------------------------+
|
| +-----------------------------+
| | Language Bot 2.0 |
| | (Advanced Natural Language) |
| +-----------------------------+
|
| +-----------------------------+
| | Data Bot 2.0 |
| | (Advanced Data Analytics) |
| +-----------------------------+
|
| +-----------------------------+
| | Security Bot 2.0 |
| | (Advanced Cybersecurity) |
| +-----------------------------+
|
| +-----------------------------+
| | Commerce Bot 2.0 |
| | (Advanced E-commerce) |
| +-----------------------------+
|
| +-----------------------------+
| | Voice Bot 2.0 |
| | (Advanced Voice Assistants) |
| +-----------------------------+
|
| +-----------------------------+
| | DevOps Bot 2.0 |
| | (Advanced DevOps Automation)|
| +-----------------------------+
|
| +-----------------------------+
| | Quantum Bot 2.0 |
| | (Advanced Quantum Computing)|
| +-----------------------------+
# SQL Database Schema (Simplified)
# ... (Your SQL schema code here)
# Relationships between tables (foreign keys, etc.)
# ... (Your SQL relationships code here)
# Sample SQL Queries (for illustrative purposes)
# ... (Your SQL queries here)
# New Tables for the "New Service Layer"
# ... (Your new tables code here)
# Relationships for the "New Service Layer"
# ... (Your new relationships code here)
# Sample SQL Queries (for illustrative purposes)
# ... (Your SQL queries for the new service layer here)
-- SQL Database Schema (Simplified)
+------------------------+
| Core Service |-----+
+------------------------+ |
|
| +---------------------------+
+------------------------+ | | NLP Chatbot |
| AI Microservice |<----+----------| (Abstract Interface) |
+------------------------+ | +---------------------------+
|
| +---------------------------+
+------------------------+ | | AI-Driven Chatbot |
| File Handling Service |<----+----------| (Factory Pattern) |
+------------------------+ | +---------------------------+
|
| +---------------------------+
+------------------------+ | | Machine Learning Model |
| Script Execution Serv. |<----+----------| (Model Registry) |
+------------------------+ | +---------------------------+
|
| +---------------------------+
+------------------------+ | | API Layer |
| Data Service |<----+----------| (/api/v1/frizonData) |
+------------------------+ +---------------------------+
,
+-------------------------+--
| Core Service |-----+
+----------------------------+ |
|
+--------------------------+ | +-------------------------------------+
| AI Webpage Generation |<------+------| NLP Chatbot Service |
+--------------------------+ | +-------------------------------------+
|
+--------------------------+ | +-------------------------------------+
| Text Reading Service |<------+------| AI-Driven Chatbot Service |
+--------------------------+ | +-------------------------------------+
|
+--------------------------+ | +-------------------------------------+
| File Handling Ser. |<------+------| Machine Learning Model Registry |
+--------------------------+ | +-------------------------------------+
|
+--------------------------+ | +-------------------------------------+
| Image Handling Ser. |<------+------| API v2 Layer |
+--------------------------+ | +-------------------------------------+
|
+--------------------------+ | +-------------------------------------+
| Video Handling Ser. |<------+------| Document Functionality Service |
+--------------------------+ | +-------------------------------------+
|
+--------------------------+ | +-------------------------------------+
| Document Gen. Service |<------+------| AI Chatbot Multimedia Service |
+--------------------------+ +-------------------------------------+
,
+----------------------------+
| Core Service |-----+
+----------------------------+ |
|
+--------------------------+ | +-------------------------------------+
| AI Webpage Generation |<------+------| NLP Chatbot Service |
+--------------------------+ | +-------------------------------------+
|
+--------------------------+ | +-------------------------------------+
| Text Reading Service |<------+------| AI-Driven Chatbot Service |
+--------------------------+ | +-------------------------------------+
|
+--------------------------+ | +-------------------------------------+
| File Handling Ser. |<------+------| Machine Learning Model Registry |
+--------------------------+ | +-------------------------------------+
|
+--------------------------+ | +-------------------------------------+
| Image Handling Ser. |<------+------| API v2 Layer |
+--------------------------+ | +-------------------------------------+
|
+--------------------------+ | +-------------------------------------+
| Video Handling Ser. |<------+------| Document Functionality Service |
+--------------------------+ | +-------------------------------------+
|
+--------------------------+ | +-------------------------------------+
| Document Gen. Service |<------+------| AI Chatbot Multimedia Service |
+--------------------------+ +-------------------------------------+
,
+----------------------------------+
| Core Orchestrator |-------+
+----------------------------------+ |
|
+---------------------+ | +------------------------------+
| Security Layer |<--------------+------+ Core Service Layer |
+---------------------+ | +------------------------------+
|
+---------------------+ | +------------------------------+
| Analytics Layer |<--------------+------+ NLP Chatbot Microservice |
+---------------------+ | +------------------------------+
|
+---------------------+ | +------------------------------+
| Caching Layer |<--------------+------+ AI-Driven Chatbot Service |
+---------------------+ | +------------------------------+
|
+---------------------+ | +------------------------------+
| Multi-language Supp.|<--------------+------+ ML Model Registry Microservice|
+---------------------+ | +------------------------------+
|
+---------------------+ | +------------------------------+
|Template Generation S|<--------------+------+ API v4 Layer Microservice |
+---------------------+ | +------------------------------+
|
+---------------------+ | +------------------------------+
|Webpage Generation S |<--------------+------+ Document Func. Microservice |
+---------------------+ | +------------------------------+
|
+---------------------+ | +------------------------------+
|Shopify/WiX Service |<--------------+------+ AI Multimedia Chatbot Service|
+---------------------+ | +------------------------------+
|
+---------------------+ | +------------------------------+
| File/Content Gen. S |<--------------+------+ UI/UX Component Service |
+---------------------+ | +------------------------------+
|
+---------------------+ | +------------------------------+
|Google AI Text Search|<--------------+------+ AI-Driven Analytics Service |
+---------------------+ | +------------------------------+
|
+---------------------+ | +------------------------------+
|Google AI Data Store |<--------------+------+ Internationalization Svc |
+---------------------+ +------------------------------+
,
+----------------------------------+
| Core Orchestrator |-------+
+----------------------------------+ |
| Orchestrates the flow of data | |
| and requests between different | |
| components and services. | |
| Coordinates interactions with | |
| AI Chatbots, JavaScript, | |
| Python, HTML, CSS, TXT, YML, | |
| and Swift services. | |
+---------------------+ | +------------------------------+
| Security Layer |<---------+------+ Core Service Layer |
+---------------------+ | | Responsible for enforcing |
| Provides security and | | security policies and |
| authentication mechanisms. | | access control. |
| Manages user access to | | Utilizes JWT tokens for |
| AI Chatbots and other | | authentication. |
| services. | | |
+---------------------+ | +------------------------------+
| Analytics Layer |<---------+------+ Gathers and analyzes data |
+---------------------+ | | for business intelligence, |
| Handles data analytics, | | reporting, and monitoring. |
| reporting, and monitoring. | | Utilizes Python and AI |
| Employs Python and AI | | models for data analysis. |
| models for advanced data | | |
| analysis. | | |
+---------------------+ |
| Caching Layer |<---------+------+ Caches frequently used |
+---------------------+ | | data to improve performance.|
| Caches data for faster | | Utilizes caching for |
| access and reduced load. | | AI Chatbots and webpages. |
| Utilizes caching for | | |
| AI Chatbots and webpages. | | |
+---------------------+ |
| Multi-language Supp.|<---------+------+ Provides internationalization|
+---------------------+ | | and localization support. |
| Supports multiple languages | | Implements language-specific|
| and translations. | | content using YML and TXT. |
| Utilizes YML and TXT for | | |
| language-specific content. | | |
+---------------------+ |
|Template Generation S|<---------+------+ Generates HTML/CSS templates |
+---------------------+ | | for webpages and apps. |
| Generates templates for | | Employs HTML and CSS for |
| consistent UI/UX. | | webpage structure and style.|
| Utilizes HTML and CSS for | | |
| webpage structure and style.| | |
+---------------------+ |
|Webpage Generation S |<---------+------+ Assembles webpages and apps |
+---------------------+ | | using templates and dynamic |
| Generates webpages with | | content. Utilizes HTML, CSS,|
| dynamic content. | | and JavaScript for dynamic |
| Employs HTML, CSS, and | | web content generation. |
| JavaScript for dynamic | | |
| web content generation. | | |
+---------------------+ |
|Shopify/WiX Service |<---------+------+ Integrates with Shopify and |
+---------------------+ | | WiX for e-commerce websites.|
| Manages e-commerce sites | | Implements e-commerce |
| and online stores. | | functionality using JS, |
| Utilizes JavaScript for | | HTML, and CSS. |
| HTML, CSS, and e-commerce | | |
| functionality. | | |
+---------------------+ |
| File/Content Gen. S |<---------+------+ Generates content, such as |
+---------------------+ | | text, images, videos, and |
| Generates various content | | documents using AI-driven |
| using AI-driven chatbots. | | chatbots. Employs Python, |
| Employs Python, AI chatbots, | | Swift, and AI models for |
| Swift, and AI models for | | content generation. |
| content generation. | | |
+---------------------+ |
|Google AI Text Search|<---------+------+ Utilizes Google AI for |
+---------------------+ | | advanced text search and |
| Performs advanced text | | processing. Employs Python,|
| searches and processing. | | JS, and Google AI for text |
| Employs Python, JS, and | | data retrieval and analysis.|
| Google AI for text data | | |
| retrieval and analysis. | | |
+---------------------+ |
|Google AI Data Store |<---------+------+ Integrates with Google Cloud |
+---------------------+ | | services for data storage |
| Manages data storage and | | and retrieval. Employs |
| retrieval using Google | | Python and Google Cloud for|
| Cloud services. | | data management. |
+---------------------+ +------------------------------+
,
+----------------------------------+
| Core Orchestrator |-------+
+----------------------------------+ |
|
+---------------------+ | +------------------------------+
| Security Layer |<--------------+------+ Core Service Layer |
+---------------------+ | +------------------------------+
|
+---------------------+ | +------------------------------+
| Analytics Layer |<--------------+------+ NLP Chatbot Microservice |
+---------------------+ | +------------------------------+
|
+---------------------+ | +------------------------------+
| Caching Layer |<--------------+------+ AI-Driven Chatbot Service |
+---------------------+ | +------------------------------+
|
+---------------------+ | +------------------------------+
| Multi-language Supp.|<--------------+------+ ML Model Registry Microservice|
+---------------------+ | +------------------------------+
|
+---------------------+ | +------------------------------+
|Template Generation S|<--------------+------+ API v4 Layer Microservice |
+---------------------+ | +------------------------------+
|
+---------------------+ | +------------------------------+
|Webpage Generation S |<--------------+------+ Document Func. Microservice |
+---------------------+ | +------------------------------+
|
+---------------------+ | +------------------------------+
|Shopify/WiX Service |<--------------+------+ AI Multimedia Chatbot Service|
+---------------------+ | +------------------------------+
|
+---------------------+ | +------------------------------+
| File/Content Gen. S |<--------------+------+ UI/UX Component Service |
+---------------------+ | +------------------------------+
|
+---------------------+ | +------------------------------+
|Google AI Text Search|<--------------+------+ AI-Driven Analytics Service |
+---------------------+ | +------------------------------+
|
+---------------------+ | +------------------------------+
|Google AI Data Store |<--------------+------+ Internationalization Svc |
+---------------------+ +------------------------------+
-- SQL Database Schema (Simplified)
CREATE TABLE CoreOrchestrator (
-- Core Orchestrator table definition
);
CREATE TABLE SecurityLayer (
-- Security Layer table definition
);
CREATE TABLE AnalyticsLayer (
-- Analytics Layer table definition
);
CREATE TABLE CachingLayer (
-- Caching Layer table definition
);
CREATE TABLE MultiLanguageSupport (
-- Multi-language Support table definition
);
CREATE TABLE TemplateGenerationService (
-- Template Generation Service table definition
);
CREATE TABLE WebpageGenerationService (
-- Webpage Generation Service table definition
);
CREATE TABLE ShopifyWixService (
-- Shopify/WiX Service table definition
);
CREATE TABLE FileContentGenerationService (
-- File/Content Generation Service table definition
);
CREATE TABLE GoogleAITextSearch (
-- Google AI Text Search table definition
);
CREATE TABLE GoogleAIDataStore (
-- Google AI Data Store table definition
);
-- Relationships between tables (foreign keys, etc.)
-- Note: These relationships are illustrative and may not represent actual database design.
ALTER TABLE SecurityLayer ADD FOREIGN KEY (CoreOrchestratorID) REFERENCES CoreOrchestrator(ID);
ALTER TABLE AnalyticsLayer ADD FOREIGN KEY (SecurityLayerID) REFERENCES SecurityLayer(ID);
-- ... and so on for other tables
-- Sample SQL Queries (for illustrative purposes)
SELECT * FROM CoreOrchestrator;
SELECT * FROM SecurityLayer;
-- ... and so on for other tables
CREATE TABLE CoreOrchestrator (
-- Core Orchestrator table definition
);
CREATE TABLE SecurityLayer (
-- Security Layer table definition
);
CREATE TABLE AnalyticsLayer (
-- Analytics Layer table definition
);
-- ... and so on for other tables
-- Relationships between existing tables (foreign keys, etc.)
ALTER TABLE SecurityLayer ADD FOREIGN KEY (CoreOrchestratorID) REFERENCES CoreOrchestrator(ID);
-- ... and so on for other tables
-- New Tables for the "New Service Layer"
CREATE TABLE NewServiceLayer (
-- New Service Layer table definition
);
-- Relationships for the "New Service Layer"
ALTER TABLE NewServiceLayer ADD FOREIGN KEY (CoreOrchestratorID) REFERENCES CoreOrchestrator(ID);
-- ... and so on for other relationships
-- Sample SQL Queries (for illustrative purposes)
SELECT * FROM CoreOrchestrator;
SELECT * FROM SecurityLayer;
-- ... and so on for other tables
# AI Model Class
class AIModel:
def build_model(self):
print("Building TensorFlow model")
# TensorFlow model building logic here
# Quantum Computing Class
class QuantumComputing:
def quantum_operations(self):
print("Performing Quantum Operations")
p = Program(H(0), CNOT(0, 1))
qc = get_qc('2q-qvm')
result = qc.run_and_measure(p, trials=10)
print(result)
# AI Chatbot Class
class AIChatbot:
def __init__(self, software_data_list):
self.software_data_list = software_data_list
def find_software_data(self, extension):
for data in self.software_data_list:
if data['extension'] == extension:
return data
return None
def respond_to_query(self, extension):
software_data = self.find_software_data(extension)
if software_data:
print(f"Description: {software_data['description']}")
print(f"Capabilities: {software_data['capabilities']}")
else:
print("No information available for the given extension.")
software_data_list = [
{
"extension": ".css",
"description": "Integrate CSS code snippets for styling and visual design of web pages.",
"capabilities": "Styling web page elements, layout design, responsive design, and visual enhancements.",
"frameworks": "None (CSS is a core web technology).",
"features": "Selectors, properties, values, media queries, and CSS frameworks/libraries.",
"actions": "Style elements, create responsive layouts, apply animations/transitions, and improve the visual appeal of web pages.",
"integrations": "HTML, JavaScript frameworks, frontend frameworks, and web development tools.",
"snippet": ""
},
{
"extension": ".h",
"description": "Use .h (header) file snippets for declaring functions, constants, and variables in C-based languages.",
"capabilities": "Function declarations, constant definitions, variable declarations, and type definitions.",
"frameworks": "C, C++, Objective-C, and other C-based languages.",
"features": "Function prototypes, constant definitions, variable declarations, and struct/class declarations.",
"actions": "Declare functions, constants, variables, and data structures to organize and modularize code.",
"integrations": "C-based language projects, libraries, and development environments.",
"snippet": ""
},
{
"extension": ".py",
"description": "Utilize Python code snippets for versatile scripting, automation, and backend development.",
"capabilities": "Scripting, automation, web development, data analysis, scientific computing, and machine learning.",
"frameworks": "Django, Flask, NumPy, Pandas, TensorFlow, and many more.",
"features": "Dynamic typing, whitespace indentation, list comprehension, generators, and extensive standard library.",
"actions": "Write scripts for automation, develop web applications, process data, and implement machine learning algorithms.",
"integrations": "Backend services, data analysis tools, machine learning frameworks, and automation workflows.",
"snippet": ""
},
{
"extension": ".rb",
"description": "Include Ruby code snippets for scripting, web development, and automation tasks.",
"capabilities": "Scripting, web development, automation, data processing, and task automation.",
"frameworks": "Ruby on Rails, Sinatra, and other web frameworks.",
"features": "Classes, modules, mixins, blocks, lambdas, and metaprogramming.",
"actions": "Write scripts for automation, build web applications, process data, and automate repetitive tasks.",
"integrations": "Web frameworks, automation tools, data processing pipelines, and scripting environments.",
"snippet": ""
},
{
"extension": ".scss",
"description": "Incorporate SCSS code snippets for enhanced styling capabilities and modular CSS development.",
"capabilities": "Variable usage, nested selectors, mixins, inheritance, and modular CSS organization.",
"frameworks": "None (SCSS is compiled to CSS and used with CSS frameworks or vanilla CSS).",
"features": "Variables, nesting, mixins, partials, and imports.",
"actions": "Organize CSS code, define reusable styles, apply dynamic styles, and improve CSS development efficiency.",
"integrations": "CSS frameworks, CSS preprocessors, frontend development tools, and build systems.",
"snippet": ""
},
{
"extension": ".java",
"description": "Integrate Java code snippets for cross-platform application development and backend systems.",
"capabilities": "Cross-platform app development, web development, server-side applications, and enterprise systems.",
"frameworks": "Spring, Hibernate, Android, JavaFX, and many more.",
"features": "Classes, objects, interfaces, inheritance, multithreading, and exception handling.",
"actions": "Build desktop applications, develop web services, create Android apps, and implement enterprise systems.",
"integrations": "Backend systems, enterprise platforms, Android development, and web frameworks.",
"snippet": ""
},
{
"extension": ".c",
"description": "Include C code snippets for low-level programming, system development, and embedded systems.",
"capabilities": "Systems programming, embedded systems, driver development, and performance-critical applications.",
"frameworks": "C programming language.",
"features": "Pointers, memory management, low-level I/O, data structures, and preprocessor directives.",
"actions": "Write low-level code, develop embedded systems, implement device drivers, and optimize performance-critical applications.",
"integrations": "Operating systems, microcontrollers, system libraries, and low-level programming.",
"snippet": ""
},
{
"extension": ".cpp",
"description": "Utilize C++ code snippets for general-purpose programming, performance optimization, and systems development.",
"capabilities": "General-purpose programming, performance optimization, systems development, and game development.",
"frameworks": "Boost, Qt, Unreal Engine, and other libraries and frameworks.",
"features": "Classes, objects, inheritance, templates, STL, and memory management.",
"actions": "Write efficient code, develop large-scale systems, optimize performance-critical applications, and create games.",
"integrations": "Performance-critical applications, game development, systems programming, and large-scale applications.",
"snippet": ""
},
{
"extension": ".jsx",
"description": "Incorporate JSX code snippets for building user interfaces with React.",
"capabilities": "Building user interfaces, component-based architecture, and virtual DOM manipulation.",
"frameworks": "React.js, Next.js, and other React-based frameworks.",
"features": "Component structure, props, state, lifecycle methods, JSX expressions, and event handling.",
"actions": "Build dynamic user interfaces, manage component state, handle user interactions, and integrate with backend services.",
"integrations": "React.js, frontend frameworks, web development tools, and backend services.",
"snippet": ""
},
{
"extension": ".sql",
"description": "Include SQL code snippets for database management, data manipulation, and querying.",
"capabilities": "Database creation, table creation, data manipulation, querying, and database administration.",
"frameworks": "SQL is supported by most relational database management systems (RDBMS).",
"features": "Data definition language (DDL), data manipulation language (DML), data control language (DCL), and database transactions.",
"actions": "Create databases, design tables, insert/update/delete data, retrieve data, and manage database security.",
"integrations": "Relational databases (MySQL, PostgreSQL, Oracle), ORM frameworks, and database administration tools.",
"snippet": ""
},
{
"extension": ".docker",
"description": "Integrate Dockerfile snippets for containerizing applications and managing development environments.",
"capabilities": "Application containerization, reproducible builds, environment isolation, and deployment automation.",
"frameworks": "Docker, Docker Compose, and containerization platforms.",
"features": "Base images, dependencies installation, file copying, environment configuration, and application execution.",
"actions": "Package applications, standardize development environments, automate deployments, and isolate applications.",
"integrations": "
},
{
"extension": ".sql.erb",
"description": "Include ERB (Embedded Ruby) code snippets within SQL for dynamic SQL queries in web development.",
"capabilities": "Dynamic SQL queries, conditional logic, and code reuse in SQL statements.",
"frameworks": "Ruby on Rails, ActiveRecord, and other Ruby-based web frameworks.",
"features": "Ruby code blocks, variable interpolation, conditional statements, and reusable query fragments.",
"actions": "Generate dynamic SQL queries based on logic, reuse SQL code snippets, and build dynamic data retrieval.",
"integrations": "Ruby on Rails, ActiveRecord, and SQL databases.",
"snippet": ""
},
{
"extension": ".py.erb",
"description": "Utilize ERB (Embedded Ruby) code snippets within Python for dynamic Python code generation.",
"capabilities": "Dynamic code generation, conditional logic, and code reuse in Python scripts.",
"frameworks": "Ruby on Rails, Django, and other Ruby and Python-based frameworks.",
"features": "Ruby code blocks, variable interpolation, conditional statements, and reusable code snippets.",
"actions": "Generate dynamic Python code based on logic, reuse code snippets, and automate code generation.",
"integrations": "Ruby on Rails, Django, Python frameworks, and Python script automation.",
"snippet": ""
},
{
"extension": ".java.erb",
"description": "Incorporate ERB (Embedded Ruby) code snippets within Java for dynamic Java code generation.",
"capabilities": "Dynamic code generation, conditional logic, and code reuse in Java applications.",
"frameworks": "Ruby on Rails, Java web frameworks, and other Java-based frameworks.",
"features": "Ruby code blocks, variable interpolation, conditional statements, and reusable code snippets.",
"actions": "Generate dynamic Java code based on logic, reuse code snippets, and automate code generation.",
"integrations": "Ruby on Rails, Java web frameworks, Java applications, and Java code generation.",
"snippet": ""
},
{
"extension": ".js.erb",
"description": "Utilize ERB (Embedded Ruby) code snippets within JavaScript for dynamic JavaScript code generation.",
"capabilities": "Dynamic code generation, conditional logic, and code reuse in JavaScript applications.",
"frameworks": "Ruby on Rails, JavaScript-based frameworks, and other web development frameworks.",
"features": "Ruby code blocks, variable interpolation, conditional statements, and reusable code snippets.",
"actions": "Generate dynamic JavaScript code based on logic, reuse code snippets, and automate code generation.",
"integrations": "Ruby on Rails, JavaScript-based frameworks, JavaScript applications, and JavaScript code generation.",
"snippet": ""
},
{
"extension": ".sql.phtml",
"description": "Incorporate PHP code snippets within SQL for dynamic SQL queries in web development.",
"capabilities": "Dynamic SQL queries, conditional logic, and code reuse in SQL statements.",
"frameworks": "PHP frameworks, CMS platforms, and other web development frameworks that support PHP.",
"features": "PHP code blocks, variable interpolation, conditional statements, and reusable query fragments.",
"actions": "Generate dynamic SQL queries based on logic, reuse SQL code snippets, and build dynamic data retrieval.",
"integrations": "PHP frameworks, CMS platforms, SQL databases, and web development frameworks.",
"snippet": ""
},
{
"extension": ".rb.phtml",
"description": "Utilize PHP code snippets within Ruby for embedding PHP code in Ruby applications.",
"capabilities": "Embedding and executing PHP code within Ruby applications.",
"frameworks": "Ruby frameworks, PHP frameworks, and web development frameworks that support PHP and Ruby.",
"features": "PHP code blocks, variable interpolation, control structures, and code execution.",
"actions": "Execute PHP code within Ruby applications, interact with PHP frameworks, and integrate PHP functionality in Ruby projects.",
"integrations": "Ruby frameworks, PHP frameworks, and web development frameworks.",
"snippet": ""
},
{
"extension": ".css",
"description": "Integrate CSS code snippets for styling and visual design of web pages.",
"capabilities": "Styling web page elements, layout design, responsive design, and visual enhancements.",
"frameworks": "None (CSS is a core web technology).",
"features": "Selectors, properties, values, media queries, and CSS frameworks/libraries.",
"actions": "Style elements, create responsive layouts, apply animations/transitions, and improve the visual appeal of web pages.",
"integrations": "HTML, JavaScript frameworks, frontend frameworks, and web development tools.",
"snippet": ""
},
{
"extension": ".h",
"description": "Use .h (header) file snippets for declaring functions, constants, and variables in C-based languages.",
"capabilities": "Function declarations, constant definitions, variable declarations, and type definitions.",
"frameworks": "C, C++, Objective-C, and other C-based languages.",
"features": "Function prototypes, constant definitions, variable declarations, and struct/class declarations.",
"actions": "Declare functions, constants, variables, and data structures to organize and modularize code.",
"integrations": "C-based language projects, libraries, and development environments.",
"snippet": ""
},
{
"extension": ".py",
"description": "Utilize Python code snippets for versatile scripting, automation, and backend development.",
"capabilities": "Scripting, automation, web development, data analysis, scientific computing, and machine learning.",
"frameworks": "Django, Flask, NumPy, Pandas, TensorFlow, and many more.",
"features": "Dynamic typing, whitespace indentation, list comprehension, generators, and extensive standard library.",
"actions": "Write scripts for automation, develop web applications, process data, and implement machine learning algorithms.",
"integrations": "Backend services, data analysis tools, machine learning frameworks, and automation workflows.",