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Bot Libre Dev

Machine learning capabilities of Botlibre

по eavinash1983 опубликовано Nov 4 2016, 1:39

I have done a local setup of botlibre AI engine and been playing with the test cases that are shipped with the opensource code.

Further I have created a sample AIML file feed it to the engine and got expected answers to the questions.

My question is Botlibre has machine learning capabilities, can you flash some light on this.Also any example explaining the same would be helpful so that I can try it on my setup.


by admin posted Nov 4 2016, 11:19
Bot Libre has several learning capabilities. Bots have a 'learning' setting that can be enabled for the bot to learn new responses from conversations or imported chat logs.

Bots also have a 'comprehension' setting that can be enabled for the bot to try to find patterns and rules while learning to build template and scripted responses. When comprehension is enabled the bot will program itself in Self using the last script in it set of scripts with new states and rules.

For example the testComprehension() test gives an example of this by teaching the bot to count.

https://github.com/BotLibre/BotLibre/blob/master/ai-engine-test/source/org/botlibre/test/TestLanguage.java

testComprehension()

Also the bots environment and knowledgebase are designed for learning. The bot has its own object based database where it stores all objects. Objects can have any relationship to any other object and each relationship stores a 'correctness'. This allows a bot to have multiple relationships and have some take precedence, even for a given context, and also allows for negative relationships (negative correctness) to define a bad or incorrect relationship (you are not a human).

Also the Understanding scripts lets the bot understand simple language and learn from it.

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Опубликовано: Nov 4 2016, 1:39
Обновлено: Nov 4 2016, 1:45
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