The Chatbot : Another Foray into the Vast World of Machine Learning
Confession : This is me trying to dig myself out of tutorial hell. I've lost count of the number of times I've wanted to try something - then start watching a tutorial - lose the plot halfway there - only to blindly follow along and type out commands wanting to look at a final product and feel like I've accomplished something. And that is rarely ever the case. Sound familiar? It's a pretty common problem I hear.
So what am I doing here? Well right now I find myself wanting to be able to apply TensorFlow in my future projects. In order to achieve this hefty goal, I will be building a fully end-to-end Chatbot application that responds to user input. You can check out the progress I make here:
This is not the first time I will be using TensorFlow. Nor is it the first time I will be building a Web Application. Will I be following tutorials? Absolutely.
The catch - this time I will be documenting all of my thought processes, problems faced, lessons learned and all those other things in-between. Essentially, if all goes to plan, this series of articles should allow anyone to speedrun their way through to achieving a similar goal. Why do it this way you ask? Well, if I can explain that entire process, that should mean all those things must have stuck with me yeah? Fingers crossed
Here's the current plan :
- Follow along with this tutorial :and build the model for the application.
- Connect the model to a Flask backend
- Connect the Flask application to a React frontend
- Add styling
And well that's all I can think of so far I'm afraid. I'll be wrapping up things here for now. Wish me luck!
Original Link: https://dev.to/jdprabasha/the-chatbot-another-foray-into-the-vast-world-of-machine-learning-1f3k
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