SYSTEM ARCHITECTURE
namaste.csv
who_tm.csv
icsmaiing.ssv
PortegSql Database
namaste.csv → icd11 mapping
who_API Database
who_tm → icd11 mapping
Fuzzy Matching
BioBERT Embeddings
XMLR
(HuggingFace/OpenAI)
Automated API
Translation Service
AI Explanation
OAuth 2 (ASHIA, ABHA)
FHIR R4 APIs
Timestamping
Secure REST Endpoint (OAAI)
AI Chatbot Framework
(FastAPI + LLM)
User Interface (React/Next.js)
CSV Upload Page
ICD-11 Bar + Autodoc Medicine
FHIR Resources
EMR Brand of Ayush (BID & Dissociate)
Ministry of Ayush Analytics Dashboard
Frontend: React/Next.js
Backend: FastAPI (Python)
AI/NLP: HuggingFace, OpenAI, BioBERT
Deployment: Docker, Kubernetes
by darshan
