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Building Swasth Setu: AI for healthcare coordination

Designing Swasth Setu, an AI-powered healthcare coordination platform featuring real-time Socket.IO communication and RAG assistant workflows.

Healthcare discovery and coordination systems are frequently fragmented. Swasth Setu is built as an end-to-end platform for hospital discovery, appointment management, emergency alerts, and cross-hospital resource planning.

Key Architectures

  1. Hospital Discovery: Built patient-facing query filters indexing specialty, city, facilities, and real-time bed availability.
  2. Real-time Socket.IO alerts: Enabled hospital admins to broadcast critical resource indicators, doctors shift changes, and ambulance coordination in real-time.
  3. Retrieval-Augmented Generation (RAG): Integrated Hugging Face Embeddings and OpenRouter APIs to build a RAG workflow that reads dashboard analytics, interprets doctor reports, and generates summaries for emergency responders.
User Question -> Embed -> Retrieve Matching Equipment/Beds -> Ground Context in Prompt -> Generative Response

This ensures coordination remains grounded on factual local resource metrics.