Triage Assessment System

This is a FastAPI application that provides a system for transcribing audio files and converting the transcription into a JSON object that follows a specific schema. The system uses the Groq API for audio transcription and a language model for text-to-JSON conversion.

Setup

1. Clone the repository:

git clone https://github.com/YASSERRMD/triage_system_groq.git
cd triage_system_groq

2. Install the required packages:

pip install -r requirements.txt

3. Create a .env file in the project root directory and add your Groq API key:

GROQ_API_KEY=your_groq_api_key_here

Replace your_groq_api_key_here with your actual Groq API key.

Usage

1. Run the FastAPI application:

uvicorn app:app --reload

2. Open your web browser and navigate to http://localhost:8000.

3. Use the provided interface to upload an audio file and view the transcription and the JSON object converted from the transcription.

JSON Schema

The JSON schema used for converting the transcription is as follows:

{
  "$schema": "http://json-schema.org/draft-07/schema#",
  "title": "Triage Assessment Form",
  "type": "object",
  "properties": {
    "voiceObservation": {
      "type": "string"
    },
    "patientInformation": {
      "type": "object",
      "properties": {
        "patientName": { "type": "string" },
        "age": { "type": "integer" },
        "gender": { "type": "string", "enum": ["male", "female", "other"] }
      },
      "required": ["patientName", "age", "gender"]
    },
    "abcdeAssessment": {
      "type": "object",
      "properties": {
        "airwayStatus": { "type": "string", "enum": ["clear", "obstructed", "partially obstructed"] },
        "breathingStatus": { "type": "string", "enum": ["normal", "labored", "not breathing"] },
        "circulationStatus": { "type": "string", "enum": ["normal", "weak", "absent"] },
        "disabilityStatus": { "type": "string", "enum": ["alert", "verbal", "pain", "unresponsive"] },
        "exposure": { "type": "string" }
      },
      "required": ["airwayStatus", "breathingStatus", "circulationStatus", "disabilityStatus", "exposure"]
    },
    "triageClassification": {
      "type": "object",
      "properties": {
        "triageCategory": { "type": "string", "enum": ["red", "yellow", "green", "black"] },
        "comments": { "type": "string" }
      },
      "required": ["triageCategory"]
    }
  },
  "required": ["patientInformation", "abcdeAssessment", "triageClassification"]
}