WellChart - Automated Pre-Charting for Digital Health

This is an open source AI ambient scribe app for healthcare. Record patient-doctor conversations and automatically generate SOAP notes based on the transcripts. Make sure you are HIPAA compliant before using this in a healthcare setting.

Table of Contents

1. Demo
2. Project Details
3. Technical Details
4. Installation and Usage
5. Feedback
6. Contributing
7. License
8. References

Demo

scribeHC-mobile-demo.MP4

scribeHC-web-demo.MP4

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Project Details

Apps

• Expo mobile app for recording patient-doctor conversations.
• Next.js dashboard for managing conversations and SOAP notes.
• FastAPI for processing audio recordings, generating transcripts, and generating SOAP notes.

Features

• Animations: react-native-reanimated for OpenAI-like animations.
• Authentication: Sign up with Google, Apple, or email. Clerk components for Next.js, custom components (signin, signup, OTP, password reset) for Expo.
• Audio Recording: Record patient-doctor conversations using expo-av.
• Transcripts + SOAP Notes: Generated in FastAPI using OpenAI APIs.
• Web Dashboard: Next.js app for managing SOAP notes.
• Note Editor: Edit generated SOAP notes using novel.

Refer to building-hipaa-compliant for more information on making this project HIPAA compliant.

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Technical Details

Tech Stack

• React Native
• Expo
• NativeWind
• TypeScript
• tRPC
• Drizzle ORM
• Clerk
• Next.js
• Tailwind CSS
• FastAPI
• SST Ion
• Jest
• Testing Library
• Turborepo

.github
  └─ workflows
        └─ CI with pnpm cache setup
.vscode
  ├─ Recommended extensions and settings for VSCode users
  └─ Multi-root Workspaces for smoother python experience in monorepo
apps
  ├─ expo
  |   ├─ Expo SDK 51
  |   ├─ React Native using React 18
  |   ├─ Navigation using Expo Router
  |   ├─ Tailwind using NativeWind
  |   ├─ Typesafe API calls using tRPC
  |   └─ Jest + React Native Testing Library for unit tests
  ├─ nextjs
  |   ├─ Next.js 14
  |   ├─ React 18
  |   ├─ Tailwind CSS
  |   └─ E2E Typesafe API Server & Client
  └─ fastapi
      ├─ FastAPI for uploading and processing audio recordings
      ├─ OpenAI Whisper for transcription
      └─ OpenAI Chat Completions API for generating SOAP notes from transcripts
packages
  ├─ api
  |   ├─ tRPC v11 router definition.
  |   └─ Generated TypeScript client from FastAPI OpenAPI spec.
  ├─ db
  |   └─ Typesafe db calls using Drizzle & Amazon RDS
  ├─ ui
  |   └─ shadcn/ui.
  └─ validators
      └─ Zod schemas for repo-wide type-safety and validation.
infra
  └─ SST Ion resources
tooling
  ├─ eslint
  |   └─ shared, fine-grained, eslint presets
  ├─ prettier
  |   └─ shared prettier configuration
  ├─ tailwind
  |   └─ shared tailwind configuration
  ├─ github
  |   └─ shared github actions
  └─ typescript
      └─ shared tsconfig you can extend from

In this project, we use @hyper as a placeholder for package names. As a user, you might want to replace it with your own organization or project name. You can use find-and-replace to change all the instances of @hyper to something like @my-company or @project-name.

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Installation and Usage

1. Setup dependencies

# Install dependencies
pnpm i

# Configure environment variables
# There is an `.env.example` in the root directory you can use for reference
cp .env.example .env
cp .env.example .env.local

Configure AWS credentials https://docs.sst.dev/advanced/iam-credentials#loading-from-a-file

Install the SST CLI https://ion.sst.dev/docs/reference/cli

# Run SST Ion (run this in apps/nextjs)
pnpm dev

# Push the Drizzle schema to the RDS database
pnpm db:generate
pnpm db:migrate

2. Configure Expo dev-script

Use iOS Simulator

1. Make sure you have XCode and XCommand Line Tools installed as shown on expo docs.

   NOTE: If you just installed XCode, or if you have updated it, you need to open the simulator manually once. Run npx expo start in the root dir, and then enter I to launch Expo Go. After the manual launch, you can run pnpm dev in the root directory.

   +  "dev:ios": "expo start --ios",

2. Run pnpm dev:ios at apps/expo to open the iOS simulator.

Use Android Emulator

1. Install Android Studio tools as shown on expo docs.

2. Run pnpm dev:android script at apps/expo to open the Android emulator.

   +  "dev:android": "expo start --android",

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Feedback

Share your thoughts in Discussions

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Contributing

We welcome contributions! Find out how you can contribute to the project in CONTRIBUTING.md: Contributing Guidelines

Made with contrib.rocks

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License

Distributed under the MIT License. See LICENSE for more information.

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References

This repo originates from create-t3-turbo. Feel free to check out the project if you are running into issues with running/deploying the starter.

Thanks as well to the following:

• next-fast-turbo for the learnings on how to bring FastAPI into the project.

• Build a ChatGPT Clone with React Native by Simon Grimm for the inspiring the direction of the mobile app.

• Andy AI for fueling the original idea of this project.

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