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EFHM RAG Application

Overview

EFHM RAG (Retrieval-Augmented Generation) is BrainSAIT's knowledge retrieval system that enables intelligent querying of healthcare documentation and policies.

Core Features

Knowledge Retrieval

  • Semantic search
  • Context-aware responses
  • Multi-document synthesis

Healthcare Focus

  • NPHIES documentation
  • Payer policies
  • Clinical guidelines
  • SOPs

RAG Architecture

  • Vector embeddings
  • Chunk optimization
  • Re-ranking
  • Source citation

Architecture

graph LR
    Q[Query] --> E[Embeddings]
    E --> R[Retrieval]
    R --> C[Context]
    C --> G[Generation]
    G --> A[Answer]

Use Cases

  • Policy queries
  • Procedure lookups
  • Compliance questions
  • Training support

Last updated: January 2025