Skip to content

HTTPS clone URL

Subversion checkout URL

You can clone with HTTPS or Subversion.

Download ZIP
A chatterbot using reservoir computing to process and generate natural language.
Python
branch: master

Fetching latest commit…

Cannot retrieve the latest commit at this time

Failed to load latest commit information.
src
COPYING
README
start.sh

README

# Introduction

This is a primitive version of reserbot. This bot tries to learn natural languages from simple imitation. 
It is designed using a connectionist approach, with echo state neural networks. 
Now, it is possible to try to teach knowledge using an artificial language called tokipona:

"Toki Pona is a simple language designed to express the most, using the least. The entire language has only 123 words 
and 14 sounds. The grammar, although different from English, is very regular and easy to learn." 
(from http://en.tokipona.org/wiki/What_is_Toki_Pona%3F)

Additional languages are planned.

# How it works?

There is some documentation of theory and implementation in the wiki:

https://github.com/neuromancer/reserbot/wiki/ 

## Required dependencies for reserbot:

* Python 2.7
* Oger                           (http://reservoir-computing.org/oger) 
  and this package requires:
     - Numpy 1.1 or higher       (http://numpy.scipy.org/)   
     - Scipy 0.7 or higher       (http://www.scipy.org/)
     - Matplotlib 0.99 or higher (http://matplotlib.sourceforge.net/)
     - MDP 2.5 or higher         (http://mdp-toolkit.sourceforge.net/)

## Optional packages
* Xmpppy                         (http://xmpppy.sourceforge.net/) for jabber support

# How to use it?:
## Starting

To start this chatterbot, it is necessary to specify which language is going to use and which interface
For example, if you want to test it locally:

   ./start.sh tokipona --interface console
 
or, you can try the jabber interface
 
   ./start.sh tokipona --interface jabber  --user JABBERUSER --pass PASSWORD --jid JID

## Using the shell

Some example on how to use the shell are available here:
 
https://github.com/neuromancer/reserbot/wiki/Examples

TODO (coming up!): 

* Improved theoretical and technical documentation.
* Complete learning subsystem: 
    - Corrective feedback
    - Long term memory
Something went wrong with that request. Please try again.