📌 Overview This workflow provides an automated pipeline for processing medical X-ray images using VLM Run (model: vlmrun-orion-1:auto), and distributing the AI-generated analysis to multiple channels—email, Telegram, and Google Drive. --- ⚙️ How It Works Upload X-Ray Image A Form Trigger allows the user to upload an X-ray file. Once the image is submitted, the workflow immediately starts processing. --- Automated X-Ray Analysis The uploaded X-ray image is sent to VLM Run (vlmrun-orion-1:auto) via an OpenAI-compatible endpoint. The model returns: A text-based interpretation or description A disease-highlighted output image (if detected) A URL reference pointing to the annotated result image stored in Google Cloud --- Extract Artifact From artifact reference, download file using artifact node. --- Generate Report File The Convert to File node transforms the analysis text into a shareable .txt report. This file is used both for email and Drive storage. --- Send Notifications to Gmail & Telegram The workflow automatically: 📧 Emails the doctor (or configured staff email): The diagnostic description The generated report file The annotated X-ray image 📨 Sends a Telegram message containing: The same report The disease-highlighted X-ray image This ensures instant notification and cross-platform availability. --- Upload to Google Drive The final step uses Google Drive OAuth2 to store: The report file The annotated medical image These files are uploaded to a designated Drive folder for archiving and future reference. --- 🧩 Key Features ✔️ Automated X-ray processing using VLM Run ✔️ Structured extraction of annotated medical images ✔️ Multi-channel notification (Email + Telegram) ✔️ Centralized archive via Google Drive ✔️ Zero manual intervention after upload ✔️ Works with OpenAI-compatible VLM endpoints --- 🔧 Requirements VLM Run API Credentials Required to call vlm-agent-1 for image analysis. Gmail OAuth2 Credentials Needed to automatically email the diagnostic report. Telegram Bot Token Sends analysis results to a Telegram chat or group. Google Drive OAuth2 Stores reports and annotated images in Google Drive. --- 📎 Notes This workflow automates image handling and communication. All AI-generated content must be reviewed by a qualified medical professional before any clinical use.
