Hi this is what I use to give the chatbot some learning capacities:

It's a WIP

3 things:

Short time memory:

I used <topic> tag and <set> vars

They are temporary informations that are used only, example to turn on specific subject of conversation

<think><set name="topic">SPEAKABOUTROBOTS</set></think>

Set the conversation subject to SPEAKABOUTROBOTS

So all the AIML into

<topic name="SPEAKABOUTROBOTS">

</topic>

Are parsed in priority

<set tag> are used to set, example, the numbers of persons in front of the robot in time T

Personal memory

I use this to store some personal information like "What is my mothers name"

You can play with it with : <think><set name="whatismymothername"><star /></set></think>

like with short memory, BUT with the help from python : chatBot.savePredicates() it populate the local DB config ( from aiml/config folder ). And on the next restart with the help of chatBot.getPredicate() , the data are back

Shared memory between bots

I use a specific python function to send a record to an open Database . It's simple :

I dedicate some patern like :

 <pattern>THE * IS *</pattern>

"THE SKY IS BLUE"

I do a python redirection to a webservice : http://www.myai.cloud/shared_memory.php?action=update&question=WHAT IS THE SKY&awnser="THE SKY IS BLUE"

Something I didn't use is : WriteAIML because I have some problems with it. And finaly did'nt need it.

This is embedded ProgramAb function that create an aiml from Data about specific <learn> aiml tag

Sorry I wrote this post very fast and maybe it's not accuracy enough

I add some videos later

Sources :

python :

https://github.com/MyRobotLab/aiml/blob/master/bots/BOTS-FRENCH/Inmoov_…

Aiml ( french words )

Shared memory : https://github.com/MyRobotLab/aiml/blob/master/bots/BOTS-FRENCH/Inmoov_…

Personnal memory : https://github.com/MyRobotLab/aiml/blob/master/bots/BOTS-FRENCH/Inmoov_…

Short memory

https://github.com/MyRobotLab/aiml/blob/master/bots/BOTS-FRENCH/Inmoov_…