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This repository is used to store source code from Google Cloud Platform (GCP) on Cloud Run and Cloud Function in deploying Machine Learning and Health Information models.

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DocBot

Profile

Team ID : B21-CAP0362

Members

Roles/personnel

  • Project Plan (M2082044 - Nur Imam Masri)
  • UI/UX (C2242155 - Nurul Uswatun Hasanah, M2242154 - Rafkah Rizqia)
  • Build Machine Learning Model (M2082044 - Nur Imam Masri, M2242154 - Rafkah Rizqia)
  • Android Development (A0131304 - Dian Arisma Wicakso, A0141345 - I Made Ari Widiarsana)
  • Deployment Application (C2242155 - Nurul Uswatun Hasanah)

GitHub stars GitHub forks

DocBot-ML

This project is our final project for Google Bangkit Academy 2021.

Machine Learning: DocBot-ML

Android: DocBotApp

Features

  • ML-API Deployment
  • Health-Info
    • Disease Info
    • Fruits and Vegetables Info
    • Covid Info
    • Health Unit (Puskesmas, Rumah Sakit, ...)

API for ML

Deploy use : Cloud Run Google CLoud Flatform

TEST THE API

URL : https://docbotml-api-**********-et.a.run.app

Method : GET

Auth required : NO

Success Response

Condition : If everything is OK.

Code : 200

Content example

Application is working

PREDICT THE IMAGE FOR DISEASES AND FRUITSVEGETABLES

URL Diseases : https://docbotml-api-**********-et.a.run.app

URL Fruits Vegetables : https://docbotml-api-**********-et.a.run.app/process

Method : POST

Auth required : NO

Data must provided

Provide image to be predict with key "img".

Data example All fields must be sent.

const formdata = new Formdata()
formdata.append("img" , <image file>)

body : formdata

Success Response

Condition : If everything is OK.

Code : 200

Content example

{
  "result": "banana"
}

Referensi

Articles COVID19 API

get all info covid

get data health info for covid

URL : https://asia-southeast2-light-maker-******.cloudfunctions.net/covidinfo

Method : GET

Auth required : NO

No Data must provided

Success Response

Condition : If everything is OK.

Code : 200

Content example

{
      "name": "Covid",
      "icon": "https://storage.googleapis.com/health-info/Covid19/covid19.jpg",
      "article": [
        {
          "id": 1,
          "name": "Peta Sebaran COVID-19",
          "image": "https://storage.googleapis.com/health-info/Covid19/peta%20sebaran.jpg",
          "desc": "https://covid19.go.id/peta-sebaran"       
        },
        {
          "id": 2,
          "name": "Ayah-Bunda Waspada! Infeksi Covid-19 pada Anak-anak Menggila",
          "image": "https://storage.googleapis.com/health-info/Covid19/waspada%20covid%20pada%20anak.jpeg",
          "desc": "https://www.cnbcindonesia.com/news/20210605172649-4-250827/ayah-bunda-waspada-infeksi-covid-19-pada-anak-anak-menggila",
        },
        ...
      ],
    },

   

GET all articles Covid19

get all articles for Covid19

URL : https://asia-southeast2-light-maker-******.cloudfunctions.net/covidinfo

Method : POST

Auth required : NO

Data must provided

Provide CATEGORY to be search.

Data example All fields must be sent.

{
  "category": "Covid"
}

Success Response

Condition : If everything is OK.

Code : 200

Content example

[
    {
      "id": 1,
      "name": "Peta Sebaran COVID-19",
      "image": "https://storage.googleapis.com/health-info/Covid19/peta%20sebaran.jpg",
      "desc": "https://covid19.go.id/peta-sebaran"       
    },
    {
      "id": 2,
      "name": "Ayah-Bunda Waspada! Infeksi Covid-19 pada Anak-anak Menggila",
      "image": "https://storage.googleapis.com/health-info/Covid19/waspada%20covid%20pada%20anak.jpeg",
      "desc": "https://www.cnbcindonesia.com/news/20210605172649-4-250827/ayah-bunda-waspada-infeksi-covid-19-pada-anak-anak-menggila",
    },
    {
      "id": 3,
      "name": "Standar amannya, pembelajaran tatap muka saat pandemi berakhir tapi...",
      "image": "https://storage.googleapis.com/health-info/Covid19/tatap%20muka.jpg",
      "desc": "https://nasional.kontan.co.id/news/standar-amannya-pembelajaran-tatap-muka-saat-pandemi-berakhir-tapi",
    },
    ...
]

Articles Diseases API

get all info diseases

get data health info for diseases

URL : https://asia-southeast2-light-maker-******.cloudfunctions.net/disease_info

Method : GET

Auth required : NO

No Data must provided

Success Response

Condition : If everything is OK.

Code : 200

Content example

    {
      "name": "Conjunctivitis",
      "id": 1,
      "icon": "https://storage.googleapis.com/health-info/disease/conjunctivitis.jpg",
      "article": [
        {
          "id": 1,
          "name": "7 Pink Eye Symptoms You Shouldn’t Ignore",
          "image": "https://storage.googleapis.com/health-info/disease/1.jpg",
          "desc": "https://www.thehealthy.com/eye-care/pink-eye-symptoms/",     
        },
        ...
      ],
    },
    {
      "name": "Cataracts",
      "id": 2,
      "icon": "https://storage.googleapis.com/health-info/disease/katarak.jpg",
      "article": [
        {
          "id": 1,
          "name": "When Should an Individual Have Cataract Surgery?",
          "image": "https://storage.googleapis.com/health-info/disease/katarak1.jpg",
          "desc": "https://visionaware.org/your-eye-condition/cataracts/considering-cataract-surgery/",     
        },
        ...
      ],
    },
    ...

   

GET one category

get all data articles diseases for ONE category

URL : https://asia-southeast2-light-maker-******.cloudfunctions.net/disease_info

Method : POST

Auth required : NO

Data must provided

Provide CATEGORY to be search.

Data example All fields must be sent.

{
  "category": "Cataracts"
}

Success Response

Condition : If everything is OK.

Code : 200

Content example

    {
      "name": "Cataracts",
      "id": 2,
      "icon": "https://storage.googleapis.com/health-info/disease/katarak.jpg",
      "article": [
        {
          "id": 1,
          "name": "When Should an Individual Have Cataract Surgery?",
          "image": "https://storage.googleapis.com/health-info/disease/katarak1.jpg",
          "desc": "https://visionaware.org/your-eye-condition/cataracts/considering-cataract-surgery/",     
        },
        {
          "id": 2,
          "name": "A Visual Guide to Cataracts",
          "image": "https://storage.googleapis.com/health-info/disease/katarak2.jpg",
          "desc": "https://www.webmd.com/eye-health/cataracts/ss/slideshow-cataracts",
        },
        {
          "id": 3,
          "name": "Cataracts",
          "image": "https://storage.googleapis.com/health-info/disease/katarak3.jpg",
          "desc": "https://www.mayoclinic.org/diseases-conditions/cataracts/symptoms-causes/syc-20353790",
        },
      ],
    },

Articles Fruits and Vegetables API

get all info fruits and vegetables

get data health info for fruits and vegetables

URL : https://asia-southeast2-light-maker-******.cloudfunctions.net/fruitvege_info

Method : GET

Auth required : NO

No Data must provided

Success Response

Condition : If everything is OK.

Code : 200

Content example

    {
      "name": "Banana",
      "id": 1,
      "icon": "https://storage.googleapis.com/health-info/fruitandvege/banana.jpg",
      "article": [
        {
          "id": 1,
          "name": "11 Evidence-Based Health Benefits of Bananas",
          "image": "https://storage.googleapis.com/health-info/fruitandvege/10.jpg",
          "desc": "https://www.healthline.com/nutrition/11-proven-benefits-of-bananas"       
        },
        ...
      ],
    },
    {
      "name": "Apple",
      "id": 2,
      "icon": "https://storage.googleapis.com/health-info/fruitandvege/apple.jpg",
      "article": [
        {
          "id": 1,
          "name": "10 Impressive Health Benefits of Apples",
          "image": "https://storage.googleapis.com/health-info/fruitandvege/apple%201.jpg",
          "desc": "https://www.healthline.com/nutrition/10-health-benefits-of-apples",
        },
        ...
      ],
    },
    ...

   

GET one category

get all data articles fruits and vegetables for ONE category

URL : https://asia-southeast2-light-maker-******.cloudfunctions.net/fruitvege_info

Method : POST

Auth required : NO

Data must provided

Provide CATEGORY to be search.

Data example All fields must be sent.

{
  "category": "Apple"
}

Success Response

Condition : If everything is OK.

Code : 200

Content example

    {
      "name": "Apple",
      "id": 2,
      "icon": "https://storage.googleapis.com/health-info/fruitandvege/apple.jpg",
      "article": [
        {
          "id": 1,
          "name": "10 Impressive Health Benefits of Apples",
          "image": "https://storage.googleapis.com/health-info/fruitandvege/apple%201.jpg",
          "desc": "https://www.healthline.com/nutrition/10-health-benefits-of-apples",
        },
        {
          "id": 2,
          "name": "6 possible side effects of eating too many apples",
          "image": "https://storage.googleapis.com/health-info/fruitandvege/apple%202.jpg",
          "desc": "https://timesofindia.indiatimes.com/life-style/health-fitness/diet/6-possible-side-effects-of-eating-too-many-apples/photostory/80363064.cms",
        },
        {
          "id": 3,
          "name": "An Apple a Day Keeps the Doctor Away — Fact or Fiction?",
          "image": "https://storage.googleapis.com/health-info/fruitandvege/apple%203.jpg",
          "desc": "https://www.healthline.com/nutrition/an-apple-a-day-keeps-the-doctor-away",
        },
      ],
    },

Unit Kesehatan API

get all info unit kesehatan

get data health info for unit kesehatan

URL : https://asia-southeast2-light-maker-******.cloudfunctions.net/unit_kesehatan

Method : GET

Auth required : NO

No Data must provided

Success Response

Condition : If everything is OK.

Code : 200

Content example

{
      "name": "Unit Kesehatan",
      "icon": "https://storage.googleapis.com/health-info/unitkesehatan/puskesmas.jpg",
      "article": [
        {
          "id": 1,
          "name": "Puskesmas Jati Makmur",
          "image": "https://storage.googleapis.com/health-info/unitkesehatan/jatimakmur.jpg",
          "address": "JL. Raya Klayan, Kel. Jati Makmur Kec. Pondok Gede, Komplek Jatiwaringin Asri, RT.003/RW.017, Jatimakmur, Kec. Pondokgede, Kota Bks, Jawa Barat 17413",
          "contact":"+622184994466",       
        },
        {
          "id": 2,
          "name": "PHC UPTD Jatibening",
          "image": "https://storage.googleapis.com/health-info/unitkesehatan/jatibening.jpg",
          "address": "Jalan Amarilis, RT. 2 / RW. 12 Pondok Gede Jatibening Pondokgede RT.009, RT.009/RW.012, Jatibening, Kec. Pondokgede, Kota Bks, Jawa Barat 17412",
          "contact":"+6281291851844",
        },
        ...
      ],
    },

   

GET all bio unit kesehatan

get all bio unit kesehatan

URL : https://asia-southeast2-light-maker-******.cloudfunctions.net/unit_kesehatan

Method : POST

Auth required : NO

Data must provided

Provide CATEGORY to be search.

Data example All fields must be sent.

{
  "category": "Unit Kesehatan"
}

Success Response

Condition : If everything is OK.

Code : 200

Content example

[
    {
      "id": 1,
      "name": "Puskesmas Jati Makmur",
      "image": "https://storage.googleapis.com/health-info/unitkesehatan/jatimakmur.jpg",
      "address": "JL. Raya Klayan, Kel. Jati Makmur Kec. Pondok Gede, Komplek Jatiwaringin Asri, RT.003/RW.017, Jatimakmur, Kec. Pondokgede, Kota Bks, Jawa Barat 17413",
      "contact":"+622184994466",       
    },
    {
      "id": 2,
      "name": "PHC UPTD Jatibening",
      "image": "https://storage.googleapis.com/health-info/unitkesehatan/jatibening.jpg",
      "address": "Jalan Amarilis, RT. 2 / RW. 12 Pondok Gede Jatibening Pondokgede RT.009, RT.009/RW.012, Jatibening, Kec. Pondokgede, Kota Bks, Jawa Barat 17412",
      "contact":"+6281291851844",
    },
    {
      "id": 3,
      "name": "puskesmas Jatirahayu",
      "image": "https://storage.googleapis.com/health-info/unitkesehatan/jatirahayu.jpg",
      "address":"Jl. Poris Raya, RT.001/RW.018, Jatirahayu, Kec. Pd. Melati, Kota Bks, Jawa Barat 17414",
      "contact":"+62218488737",
    },
    ...
]

Error Responses

Condition : If category is empty.

Code : 401

Content

{
  "message": "category tidak boleh kosong"
}

Condition : If category not faound.

Code : 404

Content

{
  "message": "category tidak ditemukan"
}

Condition : If something wrong.

Code : 404

About

This repository is used to store source code from Google Cloud Platform (GCP) on Cloud Run and Cloud Function in deploying Machine Learning and Health Information models.

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docker flask google-cloud-platform

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v1.0 Latest
Jun 7, 2021

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