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A fast responsive, machine learning, conversational dialog engine for creating chat bots, written in Go.
chatbot
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chatbot
is a conversational dialog engine build in Go which makes it possible to generate responses based on collections of known conversations. The language independent design of chatbot
allows it to be trained to speak any language. It’s much faster than ChatterBot
, our benchmark on 120 million conversations:
- ChatterBot takes 21s to answer
- chatbot takes 18ms to answer
Project layout and command line tools
-
bot
Conversational dialog engine
-
cli
-
train
Train the given conversation data and generate corpus format file
.gob
-
-d
reads alljson
andyaml
corpus files in the specified directory -
-i
read the specifiedjson
oryaml
corpus files, splitting multiple files by commas -
-o
specify the output.gob
file -
-m
print memory usage at regular intervals
-
-
ask
An example question and answer command line tool
-
-v
verbose -
-c
trained.gob
file -
-t
data for several possible answers
-
-
Data format
The data format can be provided via yaml
or json
files, refer to the format in https://github.com/kevwan/chatterbot-corpus
. Roughly, it is as follows.
categories:
- AI
- artificial intelligence
conversations:
- - What is AI?
- Artificial Intelligence is the branch of engineering and science devoted to constructing machines that think.
- - Are you sentient?
- Sort of.
Example of a question and answer
user: how are you?
bot: I am doing well, how about you?
user: I'm doing well, thanks!
bot: That is good to hear
Acknowledgements
go-zero - https://github.com/zeromicro/go-zero
The MapReduce
implementation of go-zero
in core/mr
package gives chatbot
a huge performance boost!
ChatterBot - https://github.com/gunthercox/ChatterBot
I was using ChatterBot
at first, but it responds too slow, so I decided to implement it myself. Thanks to ChatterBot, great project!
Give a Star! ⭐
If you like or are using this project to learn or start your solution, please give it a star. Thanks!