How To Develop Question Answering Bot Using Only Hugging Face Transformer In 10 Min

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

Рет қаралды 35,265

Жыл бұрын

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
🔔 Subscribe To My Channel For More Content of Data Science, Machine Learning, and AI: / @aiscienceslearn
✅ Stay Connected to Us.
👉 Twitter: / aiscienceslearn
👉 Facebook: / aiscienceslearn
👉 LinkedIn: / ai-sciences
👉 Website: www.aisciences.io
✅ For Business Inquires: contact@aisciences.io
=============================
✅ Important Python Projects:
👉 Get a look at our course on data science and AI here:
bit.ly/3thtoUJ
👉 The Python Codes are available at this link:
github.com/AISCIENCES/Ytube-qab
✅ Recommended Playlists:
👉 Artificial Intelligence
• Learn Artificial Intel...
👉 Machine Learning
• Learn Machine Learning
✅ Other Videos You Might Be Interested In Watching:
👉 Social Media Follower Prediction | ML | Python | For Beginners
• Learn How To Predict S...
👉 Simplest Password Cracker Using Python | Tips and Tricks | Most Easy • Ethical\Simplest Passw...
👉 Build Facebook's Wav2Vec2 Model For Speech To Text Application | Easy Python Tutorial
• Build Facebook's Wav2V...
👉 Fake Currency Detection Using Logistic Regression Model | Python | Tutorial For Beginners
• Logistic Regression Mo...
=============================
✅ About AI Sciences.
AI Sciences is an e-learning company; the company publishes online courses and books about data science and computer technology for anyone, anywhere.
We are a group of experts, PhD students, and young practitioners of artificial intelligence, computer science, machine learning, and statistics. Some of us work for big-name companies like Google, Facebook, Microsoft, KPMG, BCG, and Mazars.
We decided to produce courses and books mainly dedicated to beginners and newcomers on the techniques and methods of machine learning, statistics, artificial intelligence, and data science. Initially, our objective was to help only those who wish to understand these techniques more easily and to be able to start without too much theory or lengthy reading. Today, we also publish more complete books on selected topics for a wider audience.
🔔 Subscribe To our Channel For More Content of Data Science, Machine Learning, and AI: / @aiscienceslearn
=================================
#questionansweringbot #simpletransformersquestionanswering #questionansweringmodelusingbert #bertforquestionansweringhuggingface
Disclaimer: We do not accept any liability for any loss or damage which is incurred by you acting or not acting as a result of watching any of my publications. You acknowledge that you use the information I provide at your own risk. Do your own research.
Copyright Notice: This video and my KZfaq channel contain dialog, music, and images that are the property of AI Sciences. You are authorized to share the video link and channel and embed this video in your website or others as long as a link back to my KZfaq Channel is provided.
© AI Sciences

Пікірлер: 46

@yusufersayyem7242 10 ай бұрын

Thank you so much sir .....👍

@AliAlias 10 ай бұрын

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 10 ай бұрын

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

@rakeshmk281 11 ай бұрын

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

@AISciencesLearn 10 ай бұрын

Yes it is for the larger data set.

@satishkumar-ir9wy 7 ай бұрын

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

@AISciencesLearn 7 ай бұрын

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

@findthetruth3021 Жыл бұрын

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

@AISciencesLearn Жыл бұрын

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.

@kamilkwims Жыл бұрын

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

@AISciencesLearn Жыл бұрын

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

@safwanmohammed7715 11 ай бұрын

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

@kamilkwims 11 ай бұрын

@@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.

@chandrantwins 8 ай бұрын

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

@AISciencesLearn 8 ай бұрын

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

@chandrantwins 8 ай бұрын

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

@k_a6237 Жыл бұрын

can u show how to integrate it with telegram?

@AISciencesLearn Жыл бұрын

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

@paiseseraja Жыл бұрын

version error comes when importing pipeline from transformers

@AISciencesLearn Жыл бұрын

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

@echofloripa 11 ай бұрын

How big can be the table?

@AISciencesLearn 11 ай бұрын

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

@clarence7924 5 ай бұрын

do you have the file for the data.csv?

@AISciencesLearn 5 ай бұрын

github.com/AISCIENCES/Ytube-qab

@chpujitha8661 Жыл бұрын

Can you provide data set link

@rafikidean6551 Жыл бұрын

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

@user-qi4jw1lf9i 10 ай бұрын

Please make one also to read the pdf and give answers

@AISciencesLearn 10 ай бұрын

Sure, we will make this very soon.

@vetonrushiti19 Ай бұрын

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

@elnegm41 Жыл бұрын

could I get the colab notebook

@AISciencesLearn Жыл бұрын

github.com/AISCIENCES/Ytube-qab

@abhishekmalakar9405 Жыл бұрын

I am getting incorrect answer with my own dataset.

@AISciencesLearn Жыл бұрын

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 ?

@akshatjaiswal6073 Жыл бұрын

How to host this

@AISciencesLearn Жыл бұрын

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

@wojciechosinski5927 Жыл бұрын

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

@vandanasingh2249 Жыл бұрын

how can we pass multiple files

@AISciencesLearn Жыл бұрын

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 Жыл бұрын

Can you provide data set link

@AISciencesLearn Жыл бұрын

github.com/AISCIENCES/Ytube-qab

@chpujitha8661 Жыл бұрын

Can you provide data set link

@AISciencesLearn Жыл бұрын

github.com/AISCIENCES/Ytube-qab

@chpujitha8661 Жыл бұрын

Can you provide data set link

@AISciencesLearn Жыл бұрын

github.com/AISCIENCES/Ytube-qab