Psykh-A-Mental-Health-Chatbot

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Psykh-A-Mental-Health-Chatbot

★ 43 Open GitHub ↗

This repository consists of our final year project implementation i.e Psykh it's a chatbot which basically solves day to day mental health issues.

// repository documentation

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refer to this youtube video in order to know "how to run the project" : https://youtu.be/XMAw_bKTLbA?si=XIRTCmmNn8Db2-ri

# Psykh: Mental Health Chatbot

## Project Screenshots

### 1. Chatbot
![Chatbot](https://github.com/ritik872000/Psykh-A-Mental-Health-Chatbot/blob/main/Project-Screenshots/Chatbot.png)
### 2. Landing Page
![Landing Page](https://github.com/ritik872000/Psykh-A-Mental-Health-Chatbot/blob/main/Project-Screenshots/Landing_Page.png)
### 3. Features
![Features](https://github.com/ritik872000/Psykh-A-Mental-Health-Chatbot/blob/main/Project-Screenshots/Features.png)
### 4. Blogs
![Blogs](https://github.com/ritik872000/Psykh-A-Mental-Health-Chatbot/blob/main/Project-Screenshots/Blogs.png)
### 5. About
![About](https://github.com/ritik872000/Psykh-A-Mental-Health-Chatbot/blob/main/Project-Screenshots/About.png)

## Model Comparison

### 1. Intent Classification Accuracy Comparison
![About](https://github.com/ritik872000/Psykh-A-Mental-Health-Chatbot/blob/main/Project-Screenshots/Intent%20Results.png)

DIET classifier gives higher accuracy on test set compared to SVM but in terms of speed SVM outperforms DIET that is why we've used SVM.

### 2. Entity Classification Accuracy Comparison
![About](https://github.com/ritik872000/Psykh-A-Mental-Health-Chatbot/blob/main/Project-Screenshots/Entity%20Results.png)

## Dataset Information

### 1. Resources: Kaggle, Reddit
### 2. No of Intents: 36
### 3. NLU Examples: 1000+

Psykh-A-Mental-Health-Chatbot

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