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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
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
Intelligent Agent - AI AGENT-MODEL Template
simple WebBrowser (can capture weblines / open tabs / Change search engines etc /Veiw sourcecode)
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....
Apriori Algorithm
Working AprioriAlgorythm (market basket Anaylasis)
Basic Publisher and Subscriber Design Pattern
Object syntax reader and Syntax Highlighter; useful in script-editor design; Some VB syntax is included.
Basic Feed-forward Neural network with Back Propagation
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
The Positional Encoder Decoder is a Visual Basic .NET class that provides functionality for encoding and decoding tokens and sentences using positional embeddings. It allows you to convert between string tokens and their corresponding embeddings, and vice versa.
Basic Tokenizer - Creates tokens - enabling for creation of personal syntax; removal of unwanted characters etc