In this model I have created a basic AI chatbot Interface with External plugin abilities; with visual basic An Interface AI_Contracts enables for Intefacing with the AI; Implementing the Interface and placing in the the compiled DLL into the APP\Plugins folder enables for the AI_Interface to discover and call the plugin obtaining a response to be returned to the user; The project was design in 4 stages ; Each stage or milestone enables for the development and extension of the Chatbot to become a enriched product worthy of public release;

NEW VERSION AVAILABLE : Basic Chat-Bot Design developed in 8 stages... From here you can design and build your own chat-bot, connect to external API etc...Archived lessons -UPDATED TUTORIAL HERE >>>>>>>>>>>>>>https://github.com/spydaz/Chatbot_2020_Tutorial

Intelligent Agent - AI AGENT-MODEL Template

simple WebBrowser (can capture weblines / open tabs / Change search engines etc /Veiw sourcecode)

The tree data structure is a versatile object ; This offering offers the Trie tree - And Binary tree - Data tree. Information can be save at nodes of the tree Trees can be Printed to Tree-view Control / Function Insert / Find Prefix / Find Word a Start Character is used and Stop Character is used. the Trie tree Can store Characters as nodes; Used for Faster String matching! The binary is numerical addressing ; given a numerical value / find the node in the tree to store the value; Sentences can be added to the Search Tree; As well as finding prefixes and suffixes of sentences in the trie

BAsic inference engine Model - A basic staarting point for designing an Artificial intelligence Model

Basic Tokenizer - Creates tokens - enabling for creation of personal syntax; removal of unwanted characters etc

The dialog manager is used to create and manage dialogs / Conversations ; Dialogs contain Intents; Which can also Contain Entitys lists; Named entity recgnition ; Slot Filling Techniques have been used; The tools have been included to create / import / Export Dialogs....

Object syntax reader and Syntax Highlighter; useful in script-editor design; Some VB syntax is included.

This is a windows service with a Wrapper to control the service. Custom-Commands can be sent to the service for it to execute; The Service returns information via TCP/UDP. ; To implment the service will need to be running (create installer) And A refference to the AI_ServiceController made; The controller controls the service

Basic Publisher and Subscriber Design Pattern

Basic Feed-forward Neural network with Back Propagation

Working AprioriAlgorythm (market basket Anaylasis)

Apriori Algorithm

🔍 Discover professional principles and lessons from nine years of experience at GitHub, aimed at improving your skills in internet security and defense.