FHIR - AI and OpenAPI Chain

💻 Contributors - Ikram Shah and Sowmiya Nagarajan.

💪 Built with OpenAI, LangChain & Streamlit

Demo

https://github.com/ikram-shah/fhir-ai-and-openapi-chain/assets/17762967/99512028-8190-4581-9f0a-fd7b699c7d2c

Overview

🤖 Ask question to any of your chosen FHIR API in natural language 🤖

Try online on Streamlit

Get OpenAI Key from OpenAI Platform
Get FHIR Server API endpoint
- You may either enter your own sample FHIR server (unauthenticated access needed)
- You may create a temporary sample server in Intersystems IRIS FHIR platform

Try locally using local FHIR server

OpenAI API Key

Get OpenAI Key from OpenAI Platform

Setup Local FHIR Server

Prerequisites: Git & Docker desktop

Installation:

$ git clone https://github.com/ikram-shah/fhir-ai-and-openapi-chain.git

$ docker-compose up -d

Generate sample patient data ref

./synthea-loader.sh 10

docker-compose exec iris iris session iris -U FHIRServer

FHIRSERVER>d ##class(fhirtemplate.Setup).LoadPatientData("/irisdev/app/output/fhir","FHIRSERVER","/fhir/r4")

Test FHIR R4 API by visitng http://localhost:32783/fhir/r4/metadata

Streamlit

pip install -r requirements.txt

streamlit run src/streamlit/src/main.py

Folder Structure

fhir-ai-and-openapi-chain/
├──src
│   ├── streamlit/              //streamlit code             
│   │   ├── src/
│   │   │   ├── main.py                 
│   │   │   └── ...
│   └── fhirtemplate/
│       ├── setup.cls
│       └── ...
.
.
.
├── requirements.txt            //requirements for streamlit to run
├── docker-compose.yml
├── Dockerfile
├── README.md
└── https://github.com/ikram-shah/fhir-ai-and-openapi-chain/blob/master/LICENSE

Known Limitations

Due to the limitations imposed by OpenAI’s token usage, if the reference data + prompt being sent to the OpenAI API exceeds the specified limit, an error may be encountered.

Useful Resouces

HL7 OpenAPI Specifications

FHIR Postman collection by apievangelist

InterSystems IRIS FHIR Documentation

FHIR API

Intersystems Community

License

This project is licensed under the MIT License.

You can find the full text of the license in the https://github.com/ikram-shah/fhir-ai-and-openapi-chain/blob/master/LICENSE file.