Apple Doctor

Apple doctor is an ai revolved app made to simplify self analysis - and workflow management, communicating between doctors and patients

Made by a mark cuban ai camp student.

Tech Stack

Pocketbase - used for persistent reflections between patient's and Doctor's
Daisyui x Tailwindcss - css library making css easier and efficient.
React x Astro - server side rendering for fast cms
Express x machine learning 4 kids api - for ai to frontend communication and model training

Running/Installing

Install all frontend dependencies used for development

npm i

Setting up backend
- go to machine_learning_4kids and click try it - then create a new project and fill 2 labels with data from data.json
  - the data you fill in is the symptoms copy each symptom inside of " " then apply it to the label.
  - go back and select test and train your model
- Dowload the backend code from the backend branch then continue to do the following:
- Next click make - python and then copy your api key -> your then going to place key inside of .env file
```
api_key=key
```
- or if using replit then refer to secrets -> click the three dots next to api_key and replace it with your own Skip the next few if you are using replit
- Download the dataset from branch backend and then create a config.json file in the main dir where server.js is located
```
{
  "min_confidence":"20",
 "rated_confidence":"60",
 "dataset":"./data.json"
}
```
- Now you can run server.js which sets up all endpoints
- You can check the status of the model on the status page
- When you get to the frontend portion be sure to swap the api url for analyzing requests with yours!
Database
- Pretty simple go to pocketbase website download the latest version run the following command || you can use Pockethost which can host it for free on their servers
- To start the server run the following in terminal either windows or linux:
```
 pocketbase serve
```
- goto admin panel || https://your_pockethost_api_route.pockethost.io/_/ - and finish installment
- Now that you have an database swap to backend branch go into pocketbase folder and download the schema
- Go back to your panel - then settings and under import collections either click to upload the file or copy and paste
Run the frontend
- Download the code and do the following
- Swap the api route to your url
const api = new Pocketbase(https://replace_with_url/) // do not include /_/ or /api just the base route https://route
```
- Your done! that was easy now we need to just run the frontend

```bash
npm run dev
```

Dev Log

Oct 28th:
- Implemented Login / Register both as a patient and a doctor
- Started working on the dashboard
- Reworked Readme
Oct 29th: Design layout refractoring - made the ai navigatable / consistent and easy to use
- Doctors ui is seperate from user ui
- Messages page done - you can create chats by searching your doctor or vice versa
  - realtime reflective messages work aswell
  - grabbing useful data for accessments - analyzing data from reputable sources and making useful prompts to better get a quality answer.
  - Optimized ai backend api to better give an answer based on median confidency rating
Oct 30th:
- Finished working on analysis output / analyzing for user dashboard
- Reorganized / fixed dataset inconsistencies by using concise inputs
- small bug fixes on backend
- Proper ui sizing for pc monitors
- Adding common symptoms to datasets for users to view - to get a general understanding of the disease/illness
- Adding suggestions - which can tell if a user can do it at home or if they should contact their doctor about the issue
- Cleaned the ui for pc users
- Made it so you cannot create duplicated chats
- Added chat deletion option - and send to doctor button works
- Added bulk label updates allowing you to append data to multiple labels from the dataset all at once and auto train the model
Oct 31st
- Did alot of ui fixes and enhancements
- Added more data to the database cleaned up the dataset to be more accurate for both doctors and regular users
- Implemented Attachments in messages allowing users to send their assements as an attachment inwhich shows as a card in the chat
- Bug fixes on the backend & frontend
Nov 1st - 3rd
- Implemented doctor and user profile editing avatars and more
- Finished settings page
- Added message deleting by hovering
- Fixes to message ui
- Published the website to be presented

MalikWhitten67/Apple-Doctor

Apple Doctor

Tech Stack

Running/Installing

Dev Log