Docs/WORKFLOW.md

Updated Workflow Steps

1. User Uploads Prescription Image

   • Frontend: User uploads an image via the Streamlit app.
   • Action: Image is sent to the backend.

2. Backend Receives Image

   • Backend: Django server receives the image.
   • Action: Backend calls the Doctor's Handwriting Detection API.

3. Doctor's Handwriting Detection API

   • API: Image is processed to detect bounding boxes and classes.
   • Action: Bounding boxes and classes are returned to the backend.

4. Backend Calls OCR Model

   • Backend: Extract bounding boxes and classes from API response.
   • Action: Send bounding boxes to an OCR model to convert to text. DocTR (via Roboflow Hosted API)

5. Backend Processes OCR Text

   • Backend: OCR model returns detected text.
   • Action: Send text to Falcon LLM model via AI71 API.

6. Falcon LLM Model via AI71 API

   • API: Text is processed for context understanding.
   • Action: Processed text is returned to the backend.

7. Backend Sends Final Results to Frontend

   • Backend: Final processed text received from AI71 API.
   • Action: Send final results to the frontend