How to make tensorflow answer specific questions on specific way

Hello,

I have a project where I need to make a basic Q&A app in next.js with tensorflow.

Since I know nothing about machine learning, I think it’s better to seek an advice before starting.
I need to teach tensorflow to provide specific answers on specific questions.

  1. What are the steps of doing that?
  2. What are the topics that I should learn about tensorflow to be able to make something like that?
  3. How would you start this basic project (what approach would you use)?

Thanks in advance for the answers!

Hi @Mateja_Petrovic ,

  • Collect and prepare a dataset of QA pair and choose a suitable pretrained model or train a custom model and integrate it into next js application and create a interface for user input and display the answer accordingly and in the end deploy the application .
  • Basics of neural networks and deep learning , NLP concepts , Tenssorflow .js for browser based machine learning transfer and fine tuning models text preprocessing and tokenization
  • Use Tensorflow .js to run the model in the browser start with a small , focused dataset for your specific domain implementation a simple next.js frontend for user interaction , graudually expanf functionality and improve model performance .

Additionally you can refer this documentation for more details Information .

Thank You .

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