How To Develop Question Answering Bot Using Only Hugging Face Transformer In 10 Min | AISciences.io

In this video, we are going to develop a question answering Bot using Hugging Face Transformers. Please visit our website for more information: www.aisciences.io
Video Title: How To Develop Question Answering Bot Using Only Hugging Face Transformer In 10 Min | AISciences.io
This video has information on In 10 Minutes: Develop Question Answering Bot Using Only Hugging Face Transformer but also covers the following topics:
Simple Transformers Question Answering
Bert For Question Answering Hugging Face
Hugging Face Question Answering Tutorial
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#questionansweringbot #simpletransformersquestionanswering #questionansweringmodelusingbert #bertforquestionansweringhuggingface
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[@yusufersayyem7242]

Thank you so much sir .....👍

[@AliAlias]

Thanks 🎉,
Can this model answer advance & complex questions? Like (sum, count, compare... etc.) and can return list of values or on value as answer?

[@AISciencesLearn]

Yes this can but you have to build the function and after that it will answer.

[@kamilkwims]

The problem with this method is that it works only with small datasets

[@AISciencesLearn]

Thanks a lot for your suggestions. But have you checked that?

[@safwanmohammed7715]

Yes. I have tried that for a 10column table it would allow only 100 rows of data. Any suggestions to increase it?

[@kamilkwims]

@@safwanmohammed7715you can do it by the splitting model importing. Try to create a lot of notebooks and split your dataset. Then call the model on each notebook and ask for your question.

[@satishkumar-ir9wy]

thanks for informative video
How can i create a qna bot on pdf files?

[@AISciencesLearn]

Thanks a lot for your question. yes you can make this. For this you have to use the vectorization technique.

[@findthetruth3021]

This is amazing but how ca you share it with everyone publicly?

[@AISciencesLearn]

Thank you for your comment. Moreover, this is basically the programming behind the questioning answering Bot. First of all when you will develop then you can easily share it with your colleges.

[@rakeshmk281]

Hi I am getting error An error occurred: index out of range in self
is it since I use large dataset?

[@AISciencesLearn]

Yes it is for the larger data set.

[@k_a6237]

can u show how to integrate it with telegram?

[@AISciencesLearn]

Thanks a lot for your question. Yes we will make video for that. Visit the channel regularly.

[@user-qi4jw1lf9i]

Please make one also to read the pdf and give answers

[@AISciencesLearn]

Sure, we will make this very soon.

[@vetonrushiti19]

@@AISciencesLearn Hello, to make this done which model you suggest we can use to read pdf files and get answers from llm?

[@echofloripa]

How big can be the table?

[@AISciencesLearn]

Thankyou for your question. The table has the 10 positions.

[@chandrantwins]

is there any table questoin answer which support german and english?

[@AISciencesLearn]

Thanks a lot for your question. yes you can use google translator which will support both the language.

[@chandrantwins]

But is there any model already exist which support both German and English

[@chpujitha8661]

Can you provide data set link

[@rafikidean6551]

You could probably upload your own customized data set and check to see if it conforms with the numbers in your data set.

[@elnegm41]

could I get the colab notebook

[@AISciencesLearn]

github.com/AISCIENCES/Ytube-qab

[@abhishekmalakar9405]

I am getting incorrect answer with my own dataset.

[@AISciencesLearn]

Thanks a lot for your question. Kindly tell us the accurate problem because we don’t know whats your data set. Is your data set is according to our data set ?

[@paiseseraja]

version error comes when importing pipeline from transformers

[@AISciencesLearn]

Your version is not matching. Kindly import the same version for working. You must sure that version is same.

[@clarence7924]

do you have the file for the data.csv?

[@AISciencesLearn]

github.com/AISCIENCES/Ytube-qab

[@akshatjaiswal6073]

How to host this

[@AISciencesLearn]

Thank you. hosting in which sense you are asking. can you elaborate this.

[@wojciechosinski5927]

@@AISciencesLearn Probably to use it in form of an API. AFAIK you need to use something like FastAPI

[@vandanasingh2249]

how can we pass multiple files

[@AISciencesLearn]

Thanks a lot for your question. you can pass the multiple files by merging them in one file. or you can use the read command which files you want to pass.

[@chpujitha8661]

Can you provide data set link

[@AISciencesLearn]

github.com/AISCIENCES/Ytube-qab

[@chpujitha8661]

Can you provide data set link

[@AISciencesLearn]

github.com/AISCIENCES/Ytube-qab

[@chpujitha8661]

Can you provide data set link

[@AISciencesLearn]

github.com/AISCIENCES/Ytube-qab

[@rdubitsk]

@@AISciencesLearn How can I find the data.csv file within the code?