Chatterbot: Implementing a retrieval-based model using tensorflow ?

[phpmind]

Hi,
How hard will it be to Implement retrieval-based model using Tensorflow as part of this project ?
I want to use seq2seq model as a part of this improvement.
Thanks

[gunthercox]

Hi, this likely wouldn't be too difficult. I would estimate a difficulty of maybe 2 out of 5 with 5 being the hardest to implement.

:star: :star:

[vkosuri]

Some useful links, If you haven't seen before
https://keras.io/
https://github.com/farizrahman4u/seq2seq

[vkosuri]

@gunthercox could you please let me know, what are advantages and disadvantages using seq2seq model in chatterbot

[phpmind]

Some reference -
http://www.wildml.com/2016/07/deep-learning-for-chatbots-2-retrieval-based-model-tensorflow/
https://github.com/dennybritz/chatbot-retrieval/

[vikramsoni2]

hi @phpmind I am also looking to develop similar logic adapter, have you had any advancement on this topic? The model is easy to implement, I am concerned about how to integrate it with chatterbot storage. Because the data for NN wouldn't necessarily have the same structure

[khushbumodi0]

hi, @gunthercox @vkosuri I am also looking to implement Tensorflow in chatterbot. Do you have any idea that how can I implement Tensorflow in Chatterbot?

[gunthercox]

Hi @khushbumodi0, I have only looked into Tensorflow implementations briefly. I don't have anything that could demonstrate this effectively at the moment.

[gunthercox]

Hi everyone, it's been a while but I'm actually going to close this ticket off as a duplicate of #761. I know this one is the older of the two but #761 has received a greater amount of comments and discussion. Let's redirect any future thoughts related to this subject to that ticket.

[lock[bot]]

This thread has been automatically locked since there has not been any recent activity after it was closed. Please open a new issue for related bugs.