Dr Chat Bot

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  Dr Chat Bot

Inspiration

Dr Chat Bot is designed to provide quick and easy medical recommendation based on user Symptoms it is simple tool for those who may not have immediate access to healthcare or have difficulty visiting a pharmacy in person Dr Chat bot is user-friendly and accessible, allowing users to input their symptoms and receive medication recommendations within minutes, it's important to note that our chat bot is not a replacement for professional medical advice. We strongly encourage users to consult with their healthcare provider before starting any new medication.

What it does

It Works By Finding patters in User Input and Compare with The Symptoms Stores in json data set and from there it gives appropriate response to the user it is Built upon feed forward neural network and Bag of Words it works in 3 Stages 1 tokenization 2 stemming 3 bag of Words

How I built it

I Use Pytorch to Build the Model and for Backend I used Flask

Challenges I ran into

Natural Language Processing (NLP) Accuracy: The accuracy of NLP algorithms used in chatbots is still a significant challenge. The chatbot may not always accurately interpret user input, leading to incorrect or irrelevant responses. as a beginner Building neural networks and finding patterns in data was Challenging part for me Medical data: Collecting data of viral symptoms and there treatments and preprocessing data and Getting appropriate response to the user Problem..

Accomplishments that we're proud of

I Competed My Project in Time!! it was My first hackathon and i am really proud of my self

What we learned

I learn About Chat Bots link I learn About pytorch and neural network Works link How to integrate ML models into Web using Flask and many more..

What's next for Dr Chat Bot

There are many things I wanted to Add in this Project but due to lack of time And knowledge I was not Able to build that but In Future my Plan is somehow I will Create a Big Chat Simulation Chat can Solve all the Real Word Problems , main goal is that we can upload MRI images to Dr Chat Bot and by using CNN and NLP he will tell Us What is the Actual Problem and what will be the Solution for That Example: It Will take brain tumor MRI images and Find The Pattens in That images to tell what type of tumor and what is the Size of tumor and all the Possible Treatment

Built With

• css
• flask
• html5
• javascript
• natural-language-processing
• nltk
• numpy
• python
• pytorch