Medication Analysis Workflow

Journey from Image to Intelligent Medical Report

📱 Input
🧠 Vision AI
🔍 Analysis AI
⚕️ Safety Check
📄 Report
📱

1. Image Input Processing

User uploads medication image or provides URL. The system converts the image to base64 encoding for AI processing.

Flask Base64 Encoding File Upload Image Processing
🧠

2. AI Vision Model - Medication Identification

Qwen2-VL-72B-Instruct analyzes the image to identify the medication name. This state-of-the-art vision model processes visual features to extract text and identify pharmaceutical products.

Qwen2-VL-72B Computer Vision OCR Nebius API
🔍

3. Medical Knowledge Analysis

Meta-Llama-3.1-70B-Instruct gathers comprehensive medication information including dosage, side effects, interactions, and safety data from medical databases.

Llama-3.1-70B Medical Knowledge JSON Processing Drug Database
⚕️

4. Safety Analysis & Allergy Check

Cross-references medication components with user's known allergies. Identifies potential allergic reactions and drug interactions for personalized safety warnings.

Allergy Matching Safety Algorithms Risk Assessment Medical Validation
📄

5. Comprehensive Report Generation

Generates a detailed HTML report with medication information, safety warnings, dosage instructions, and downloadable format. Includes references to authoritative medical sources.

HTML Generation CSS Styling PDF Export Medical References