app.py

import streamlit as st

# pip install streamlit fhir.resources==6.5.0 fhirclient smart.models sdcclient

# FHIR Resources:
from fhir.resources.observation import Observation
from fhir.resources.questionnaire import Questionnaire
from fhir.resources.questionnaireresponse import QuestionnaireResponse
from fhir.resources.referralrequest import ReferralRequest
from fhir.resources.careteam import CareTeam
from fhir.resources.practitioner import Practitioner
from fhir.resources.practitionerrole import PractitionerRole
from fhir.resources.program import Program
from fhir.resources.flag import Flag
from fhir.resources.documentreference import DocumentReference
from fhir.resources.immunization import Immunization
from fhir.resources.medication import Medication
from fhir.resources.medicationstatement import MedicationStatement
from fhir.resources.patient import Patient
from fhir.resources.organization import Organization
from fhir.resources.procedure import Procedure
from fhir.resources.condition import Condition
from fhir.resources.diagnosticreport import DiagnosticReport
from fhir.resources.riskassessment import RiskAssessment
from fhir.resources.riskprobability import RiskProbability
from fhir.resources.riskevidencesynthesis import RiskEvidenceSynthesis
from fhir.resources.questionnaireresponse import QuestionnaireResponse
from fhir.resources.careplan import CarePlan
from fhir.resources.goal import Goal
from fhir.resources.task import Task
from fhir.resources.activitydefinition import ActivityDefinition
from fhir.resources.library import Library
from fhir.resources.implementationguide import ImplementationGuide
from fhir.resources.structuredefinition import StructureDefinition
from fhir.resources.codeableconcept import CodeableConcept
from fhir.resources.coding import Coding
from fhir.resources.fhirdate import FHIRDate
from fhir.resources.humanname import HumanName
from fhir.resources.identifier import Identifier
from fhir.resources.contactpoint import ContactPoint
from fhir.resources.address import Address
from fhir.resources.period import Period
from fhir.resources.ratio import Ratio
from fhir.resources.range import Range
from fhir.resources.quantity import Quantity
from fhir.resources.simplequantity import SimpleQuantity
from fhir.resources.timing import Timing
from fhir.resources.timingrepeat import TimingRepeat
from fhir.resources.dosage import Dosage
from fhir.resources.administration import Administration
from fhir.resources.anatomicallocation import AnatomicalLocation
from fhir.resources.age import Age
from fhir.resources.distance import Distance
from fhir.resources.duration import Duration
from fhir.resources.money import Money
from fhir.resources.sampleddata import SampledData
from fhir.resources.signature import Signature
from fhir.resources.meta import Meta
from fhir.resources.identifier import Identifier
from fhir.resources.resource import Resource
from fhir.resources.fhirabstractmodel import FHIRAbstractModel
from fhir.resources.fhirabstractresource import FHIRAbstractResource

from fhirclient.models.observation import Observation as SmartObservation
from fhirclient.models.questionnaire import Questionnaire as SmartQuestion
from fhirclient.models.questionnaireresponse import QuestionnaireResponse as SmartQuestionnaireResponse
from fhirclient.models.referralrequest import ReferralRequest as SmartReferralRequest
from fhirclient.models.careteam import CareTeam as SmartCareTeam
from fhirclient.models.practitioner import Practitioner as SmartPractitioner
from fhirclient.models.practitionerrole import PractitionerRole as SmartPractitionerRole
from fhirclient.models.program import Program as SmartProgram
from fhirclient.models.flag import Flag as SmartFlag
from fhirclient.models.documentreference import DocumentReference as SmartDocumentReference
from fhirclient.models.immunization import Immunization as SmartImmunization
from fhirclient.models.medication import Medication as SmartMedication
from fhirclient.models.medicationstatement import MedicationStatement as SmartMedicationStatement
from fhirclient.models.patient import Patient as SmartPatient
from fhirclient.models.organization import Organization as SmartOrganization
from fhirclient.models.procedure import Procedure as SmartProcedure
from fhirclient.models.condition import Condition as SmartCondition
from fhirclient.models.diagnosticreport import DiagnosticReport as SmartDiagnosticReport
from fhirclient.models.riskassessment import RiskAssessment as SmartRiskAssessment
from fhirclient.models.riskprobability import RiskProbability as SmartRiskProbability
from fhirclient.models.riskevidencesynthesis import RiskEvidenceSynthesis as SmartRiskEvidenceSynthesis
from fhirclient.models.questionnaireresponse import QuestionnaireResponse as SmartQuestionnaireResponse
from fhirclient.models.careplan import CarePlan as SmartCarePlan
from fhirclient.models.goal import Goal as SmartGoal
from fhirclient.models.task import Task as SmartTask
from fhirclient.models.activitydefinition import ActivityDefinition as SmartActivityDefinition
from fhirclient.models.library import Library as SmartLibrary
from fhirclient.models.implementationguide import ImplementationGuide as SmartImplementationGuide
from fhirclient.models.structuredefinition import StructureDefinition as SmartStructureDefinition

import json
from typing import List, Tuple

import smart.models as smart
from sdcclient import SdcClient

# Initialize the SMART client
smart_client = smart.client

# Initialize the SDC client
sdc_client = SdcClient()

# Define a list of example patients
EXAMPLE_PATIENTS = [
    {
        "name": "Alice Smith",
        "birthdate": "1980-01-01",
        "gender": "female",
        "address": {
            "line": ["123 Main St"],
            "city": "Anytown",
            "state": "NY",
            "postalCode": "12345",
            "country": "US"
        },
        "phone": "555-555-1212"
    },
    {
        "name": "Bob Johnson",
        "birthdate": "1975-05-05",
        "gender": "male",
        "address": {
            "line": ["456 Oak St"],
            "city": "Anytown",
            "state": "NY",
            "postalCode": "12345",
            "country": "US"
        },
        "phone": "555-555-1212"
    }
]

# Define a list of example social determinants of health
EXAMPLE_SDH = [
    {
        "question": "Do you have reliable transportation?",
        "answer": "Yes"
    },
    {
        "question": "Do you have enough food to eat?",
        "answer": "No"
    },
    {
        "question": "Do you have stable housing?",
        "answer": "No"
    }
]

def get_patient(name: str) -> Tuple[Patient, str]:
    """
    Returns a tuple containing the FHIR Patient resource and the SMART Patient model
    for the given patient name.
    """
    # Get the example patient with the matching name
    example_patient = next((p for p in EXAMPLE_PATIENTS if p["name"] == name), None)
    if not example_patient:
        raise ValueError(f"No example patient found with name '{name}'")

    # Create a FHIR Patient resource
    patient = Patient()
    patient.name = [HumanName()]
    patient.name[0].given = [example_patient["name"].split()[0]]
    patient.name[0].family = [example_patient["name"].split()[1]]
    patient.birthDate = FHIRDate(example_patient["birthdate"])
    patient.gender = example_patient["gender"]
    patient.address = [Address()]
    patient.address[0].line = example_patient["address"]["line"]
    patient.address[0].city = example_patient["address"]["city"]
    patient.address[0].state = example_patient["address"]["state"]
    patient.address[0].postalCode = example_patient["address"]["postalCode"]
    patient.address[0].country = example_patient["address"]["country"]
    patient.telecom = [ContactPoint()]
    patient.telecom[0].system = "phone"
    patient.telecom[0].value = example_patient["phone"]

    # Create a SMART Patient model
    smart_patient = smart.Patient.read_from(patient.as_json())

    return patient, smart_patient

def create_observation(patient_id: str, code: str, value: str, unit: str) -> Observation:
    """
    Creates and returns a FHIR Observation resource with the given patient ID, code, value, and unit.
    """
    observation = Observation()
    observation.subject = {"reference": f"Patient/{patient_id}"}
    observation.code = CodeableConcept()
    observation.code.coding = [Coding()]
    observation.code.coding[0].system = "http://loinc.org"
    observation.code.coding[0].code = code
    observation.valueQuantity = Quantity()
    observation.valueQuantity.value = float(value)
    observation.valueQuantity.unit = unit
    observation.status = "final"
    observation.effectiveDateTime = FHIRDate("2023-02-21")
    observation.meta = Meta()
    observation.meta.profile = ["http://hl7.org/fhir/StructureDefinition/vitalsigns"]

    return observation

def create_assessment(patient_id: str, code: str, value: str) -> DiagnosticReport:
    """
    Creates and returns a FHIR DiagnosticReport resource with the given patient ID, code, and value.
    """
    report = DiagnosticReport()
    report.status = "final"
    report.subject = {"reference": f"Patient/{patient_id}"}
    report.code = CodeableConcept()
    report.code.coding = [Coding()]
    report.code.coding[0].system = "http://loinc.org"
    report.code.coding[0].code = code
    report.result = [Reference()]
    report.result[0].reference = f"Observation/{code}"
    report.result[0].display = value
    report.effectiveDateTime = FHIRDate("2023-02-21")

    return report

def create_rule() -> Library:
    """
    Creates and returns a FHIR Library resource representing a rule.
    """
    rule = Library()
    rule.status = "draft"
    rule.type = CodeableConcept()
    rule.type.coding = [Coding()]
    rule.type.coding[0].system = "http://terminology.hl7.org/CodeSystem/library-type"
    rule.type.coding[0].code = "logic-library"
    rule.type.coding[0].display = "Logic Library"
    rule.content = [Attachment()]
    rule.content[0].contentType = "text/cql"
    rule.content[0].data = "some cql code here"
    rule.relatedArtifact = [RelatedArtifact()]
    rule.relatedArtifact[0].type = "depends-on"
    rule.relatedArtifact[0].resource = {"reference": "Library/example-library"}

    return rule

def create_referral_request(patient_id: str, reason: str, specialty: str, provider_name: str) -> ReferralRequest:
    """
    Creates and returns a FHIR ReferralRequest resource with the given patient ID, reason, specialty, and provider name.
    """
    referral = ReferralRequest()
    referral.status = "active"
    referral.subject = {"reference": f"Patient/{patient_id}"}
    referral.reasonCode = [CodeableConcept()]
    referral.reasonCode[0].coding = [Coding()]
    referral.reasonCode[0].coding[0].system = "http://snomed.info/sct"
    referral.reasonCode[0].coding[0].code = "123456"
    referral.reasonCode[0].coding[0].display = reason
    referral.specialty = CodeableConcept()
    referral.specialty.coding = [Coding()]
    referral.specialty.coding[0].system = "http://snomed.info/sct"
    referral.specialty.coding[0].code = "123456"
    referral.specialty.coding[0].display = specialty
    referral.requester = {"reference": f"Practitioner/{provider_name}"}
    referral.serviceRequested = [CodeableConcept()]
    referral.serviceRequested[0].coding = [Coding()]
    referral.serviceRequested[0].coding[0].system = "http://snomed.info/sct"
    referral.serviceRequested[0].coding[0].code = "123456"
    referral.serviceRequested[0].coding[0].display = "Example Service"
    referral.priority = CodeableConcept()
    referral.priority.coding = [Coding()]
    referral.priority.coding[0].system = "http://terminology.hl7.org/CodeSystem/request-priority"
    referral.priority.coding[0].code = "routine"
    referral.priority.coding[0].display = "Routine"

    return referral

def create_provider(name: str, organization_name: str) -> Tuple[Practitioner, PractitionerRole, Organization]:
    """
    Creates and returns a tuple containing the FHIR Practitioner, PractitionerRole, and Organization resources for the given provider name and organization name.
    """
    # Create a FHIR Practitioner resource
    practitioner = Practitioner()
    practitioner.name = [HumanName()]
    practitioner.name[0].text = name
    practitioner.identifier = [Identifier()]
    practitioner.identifier[0].system = "http://example.com/providers"
    practitioner.identifier[0].value = "12345"

    # Create a FHIR PractitionerRole resource
    practitioner_role = PractitionerRole()
    practitioner_role.practitioner = {"reference": f"Practitioner/{practitioner.id}"}
    practitioner_role.organization = {"reference": f"Organization/{organization_name}"}
    practitioner_role.code = [CodeableConcept()]
    practitioner_role.code[0].coding = [Coding()]
    practitioner_role.code[0].coding[0].system = "http://nucc.org/provider-taxonomy"
    practitioner_role.code[0].coding[0].code = "207Q00000X"
    practitioner_role.code[0].coding[0].display = "Family Medicine"
    practitioner_role.specialization = [CodeableConcept()]
    practitioner_role.specialization[0].coding = [Coding()]
    practitioner_role.specialization[0].coding[0].system = "http://snomed.info/sct"
    practitioner_role.specialization[0].coding[0].code = "123456"
    practitioner_role.specialization[0].coding[0].display = "Example Specialty"

    # Create a FHIR Organization resource
    organization = Organization()
    organization.name = organization_name

    return practitioner, practitioner_role, organization

def create_program(name: str, goal_description: str, start_date: str, end_date: str) -> Program:
    """
    Creates and returns a FHIR Program resource with the given name, goal description, start date, and end date.
    """
    program = Program()
    program.status = "active"
    program.category = [CodeableConcept()]
    program.category[0].coding = [Coding()]
    program.category[0].coding[0].system = "http://example.com/program-categories"
    program.category[0].coding[0].code = "123456"
    program.category[0].coding[0].display = "Example Category"
    program.name = name
    program.description = "Example Description"
    program.goal = [Goal()]
    program.goal[0].description = CodeableConcept()
    program.goal[0].description.text = goal_description
    program.start = FHIRDate(start_date)
    program.end = FHIRDate(end_date)

    return program

def create_fulfillment(patient_id: str, medication_name: str, quantity: int, dispense_date: str) -> MedicationStatement:
    """
    Creates and returns a FHIR MedicationStatement resource representing a fulfillment of a prescription for the given patient ID, medication name, quantity, and dispense date.
    """
    # Create a FHIR Medication resource
    medication = Medication()
    medication.code = CodeableConcept()
    medication.code.text = medication_name

    # Create a FHIR MedicationStatement resource
    fulfillment = MedicationStatement()
    fulfillment.status = "completed"
    fulfillment.medicationReference = {"reference": f"Medication/{medication.id}"}
    fulfillment.subject = {"reference": f"Patient/{patient_id}"}
    fulfillment.dosage = [Dosage()]
    fulfillment.dosage[0].route = CodeableConcept()
    fulfillment.dosage[0].route.coding = [Coding()]
    fulfillment.dosage[0].route.coding[0].system = "http://example.com/routes"
    fulfillment.dosage[0].route.coding[0].code = "123456"
    fulfillment.dosage[0].route.coding[0].display = "Example Route"
    fulfillment.dosage[0].quantity = Quantity()
    fulfillment.dosage[0].quantity.value = quantity
    fulfillment.dosage[0].quantity.unit = "pill"
    fulfillment.effectiveDateTime = FHIRDate(dispense_date)

    return fulfillment

def create_alert(patient_id: str, message: str, category: str) -> Flag:
    """
    Creates and returns a FHIR Flag resource representing an alert for the given patient ID, message, and category.
    """
    alert = Flag()
    alert.status = "active"
    alert.subject = {"reference": f"Patient/{patient_id}"}
    alert.code = CodeableConcept()
    alert.code.coding = [Coding()]
    alert.code.coding[0].system = "http://example.com/alerts"
    alert.code.coding[0].code = "123456"
    alert.code.coding[0].display= category
    alert.period = Period()
    alert.period.start = FHIRDate("2023-02-21")

    return alert

def create_note(patient_id: str, text: str) -> DocumentReference:
    """
    Creates and returns a FHIR DocumentReference resource representing a note for the given patient ID and text.
    """
    note = DocumentReference()
    note.status = "current"
    note.subject = {"reference": f"Patient/{patient_id}"}
    note.type = CodeableConcept()
    note.type.coding = [Coding()]
    note.type.coding[0].system = "http://loinc.org"
    note.type.coding[0].code = "11506-3"
    note.type.coding[0].display = "Consult note"
    note.content = [Attachment()]
    note.content[0].contentType = "text/plain"
    note.content[0].data = text.encode("utf-8")
    note.author = [Reference()]
    note.author[0].reference = f"Practitioner/example-provider"
    note.date = FHIRDate("2023-02-21")

    return note

def create_social_determinant(question: str, answer: str) -> QuestionnaireResponse:
    """
    Creates and returns a FHIR QuestionnaireResponse resource representing a social determinant of health with the given question and answer.
    """
    response = SmartQuestionnaireResponse()
    response.questionnaire = "http://example.com/sdh-questionnaire"
    response.item = []
    item = QuestionnaireResponseItem()
    item.linkId = "1"
    item.text = question
    item.answer = []
    answer_item = QuestionnaireResponseItemAnswer()
    answer_item.valueString = answer
    item.answer.append(answer_item)
    response.item.append(item)

    return response

def create_care_team(name: str, provider_names: List[str]) -> CareTeam:
    """
    Creates and returns a FHIR CareTeam resource representing a care team with the given name and provider names.
    """
    care_team = SmartCareTeam()
    care_team.status = "active"
    care_team.name = name
    care_team.participant = []
    for provider_name in provider_names:
        provider_ref = f"Practitioner/{provider_name}"
        care_team.participant.append(CareTeamParticipant({"member": {"reference": provider_ref}}))

    return care_team

def create_task(title: str, description: str, assignee: str) -> Task:
    """
    Creates and returns a FHIR Task resource representing a task with the given title, description, and assignee.
    """
    task = SmartTask()
    task.status = "draft"
    task.intent = "order"
    task.title = title
    task.description = description
    task.requester = {"reference": "Practitioner/example-requester"}
    task.owner = {"reference": f"Practitioner/{assignee}"}

    return task

def create_activity_definition(title: str, description: str, category: str, code: str) -> ActivityDefinition:
    """
    Creates and returns a FHIR ActivityDefinition resource representing an activity definition with the given title, description, category, and code.
    """
    activity_definition = SmartActivityDefinition()
    activity_definition.status = "draft"
    activity_definition.kind = "procedure"
    activity_definition.title = title
    activity_definition.description = description
    activity_definition.category = CodeableConcept({"coding": [Coding({"system": "http://example.com/categories", "code": category, "display": f"Example {category}"})]})
    activity_definition.code = CodeableConcept({"coding": [Coding({"system": "http://example.com/codes", "code": code, "display": f"Example {code}"})]})

    return activity_definition

# Streamlit app code
import streamlit as st
from fhir.resources import *

st.set_page_config(page_title="FHIR Demo", page_icon=":heart:", layout="wide")

st.title("FHIR Demo")

st.sidebar.title("Navigation")
navigation = st.sidebar.radio("Go to", ("Home", "Observations", "Assessments", "Rules", "Referrals", "Providers", "Programs", "Fulfillment", "Alerts", "Notes", "Social Determinants of Health"))

st.sidebar.title("SMART App")
smart = None
if st.sidebar.button("Launch SMART App"):
    smart = SmartApp.launch()
    st.sidebar.write("SMART App launched")
if st.sidebar.button("Close SMART App"):
    if smart:
        smart.close()
        st.sidebar.write("SMART App closed")
    else:
        st.sidebar.write("No SMART App to close")

if navigation == "Home":
    st.write("Welcome to the FHIR Demo!")
    st.write("Use the sidebar to navigate to different FHIR resources.")
    st.write("Use the SMART App buttons in the sidebar to launch and close the app.")

elif navigation == "Observations":
    st.write("# Observations")
    patient_name = st.selectbox("Select patient", [p["name"] for p in EXAMPLE_PATIENTS])
    patient, smart_patient = get_patient(patient_name)
    st.write("### Patient")
    st.write(f"Name: {patient.name[0].given[0]} {patient.name[0].family[0]}")
    st.write(f"Birthdate: {patient.birthDate.as_json()}")
    st.write(f"Gender: {patient.gender}")
    st.write(f"Address: {patient.address[0].line[0]}, {patient.address[0].city}, {patient.address[0].state} {patient.address[0].postalCode}, {patient.address[0].country}")
    st.write(f"Phone: {patient.telecom[0].value}")
    st.write("### Add Observation")
    code = st.selectbox("Select code", ["8302-2", "8462-4", "8867-4", "9279-1"])
    value = st.number_input("Value")
    unit = st.selectbox("Select unit", ["bpm", "mmHg", "mg/dL", "kg"])
    observation = create_observation(patient.id, code, value, unit)
    smart_client = smart.patient(smart_patient)
    response = smart_client.create(observation)
    st.write("Observation created:")
    st.write(response.as_json())

elif navigation == "Assessments":
    st.write("# Assessments")
    patient_name = st.selectbox("Select patient", [p["name"] for p in EXAMPLE_PATIENTS])
    patient, smart_patient = get_patient(patient_name)
    st.write("### Patient")
    st.write(f"Name: {patient.name[0].given[0]} {patient.name[0].family[0]}")
    st.write(f"Birthdate: {patient.birthDate.as_json()}")
    st.write(f"Gender: {patient.gender}")
    st.write(f"Address: {patient.address[0].line[0]}, {patient.address[0].city}, {patient.address[0].state} {patient.address[0].postalCode}, {patient.address[0].country}")
    st.write(f"Phone: {patient.telecom[0].value}")
    st.write("### Add Assessment")
    code = st.selectbox("Select code", ["69646-2", "8150-9", "82810-3"])
    value = st.selectbox("Select value", ["Absent", "Mild", "Moderate", "Severe"])
    assessment = create_assessment(patient.id, code, value)
    smart_client = smart.patient(smart_patient)
    response = smart_client.create(assessment)
    st.write("Assessment created:")
    st.write(response.as_json())

elif navigation == "Rules":
    st.write("# Rules")
    st.write("### Add Rule")
    code = st.selectbox("Select code", ["36405-2", "89053-6"])
    description = st.text_input("Description")
    rule = create_rule(code, description)
    response = smart.server.create(rule)
    st.write("Rule created:")
    st.write(response.as_json())

elif navigation == "Referrals":
    st.write("# Referrals")
    patient_name = st.selectbox("Select patient", [p["name"] for p in EXAMPLE_PATIENTS])
    patient, smart_patient = get_patient(patient_name)
    st.write("### Patient")
    st.write(f"Name: {patient.name[0].given[0]} {patient.name[0].family[0]}")
    st.write(f"Birthdate: {patient.birthDate.as_json()}")
    st.write(f"Gender: {patient.gender}")
    st.write(f"Address: {patient.address[0].line[0]}, {patient.address[0].city}, {patient.address[0].state} {patient.address[0].postalCode}, {patient.address[0].country}")
    st.write(f"Phone: {patient.telecom[0].value}")
    st.write("### Add Referral")
    reason = st.text_input("Reason")
    specialty = st.text_input("Specialty")
    provider_name = st.selectbox("Select provider", [p["name"] for p in EXAMPLE_PROVIDERS])
    provider, practitioner_role, organization = create_provider(provider_name, "Example Healthcare")
    response1 = smart.server.create(provider)
    response2 = smart.server.create(practitioner_role)
    response3 = smart.server.create(organization)
    referral = create_referral_request(patient.id, reason, specialty, provider_name)
    response4 = smart.server.create(referral)
    st.write("Referral created:")
    st.write(response4.as_json())

elif navigation == "Providers":
    st.write("# Providers")
    st.write("### Add Provider")
    name = st.text_input("Name")
    organization_name = st.text_input("Organization")
    provider, practitioner_role, organization = create_provider(name, organization_name)
    response1 = smart.server.create(provider)
    response2 = smart.server.create(practitioner_role)
    response3 = smart.server.create(organization)
    st.write("Provider created:")
    st.write(response1.as_json())

elif navigation == "Programs":
    st.write("# Programs")
    st.write("### Add Program")
    name = st.text_input("Name")
    goal_description = st.text_input("Goal description")
    start_date = st.date_input("Start date")
    end_date = st.date_input("End date")
    program = create_program(name, goal_description, start_date.isoformat(), end_date.isoformat())
    response = smart.server.create(program)
    st.write("Program created:")
    st.write(response.as_json())

elif navigation == "Fulfillment":
    st.write("# Fulfillment")
    patient_name = st.selectbox("Select patient", [p["name"] for p in EXAMPLE_PATIENTS])
    patient, smart_patient = get_patient(patient_name)
    st.write("### Patient")
    st.write(f"Name: {patient.name[0].given[0]} {patient.name[0].family[0]}")
    st.write(f"Birthdate: {patient.birthDate.as_json()}")
    st.write(f"Gender: {patient.gender}")
    st.write(f"Address: {patient.address[0].line[0]}, {patient.address[0].city}, {patient.address[0].state} {patient.address[0].postalCode}, {patient.address[0].country}")
    st.write(f"Phone: {patient.telecom[0].value}")
    st.write("### Add Fulfillment")
    medication_name = st.selectbox("Select medication", ["Aspirin", "Lisinopril", "Metformin"])
    quantity = st.number_input("Quantity")
    dispense_date = st.date_input("Dispense date")
    fulfillment = create_fulfillment(patient.id, medication_name, quantity, dispense_date.isoformat())
    smart_client = smart.patient(smart_patient)
    response = smart_client.create(fulfillment)
    st.write("Fulfillment created:")
    st.write(response.as_json())

st.markdown("""


| Library | Description | PyPI URL |
|---------|-------------|----------|
| FHIR-Resources | 🩺 A Python library for working with FHIR resources. It provides classes and methods for creating, manipulating, and serializing FHIR resources. | https://pypi.org/project/fhir-resources/ |
| SMART on FHIR Python Client | 🔒 A Python library for accessing SMART on FHIR servers. It provides classes and methods for authenticating with SMART servers and accessing FHIR resources. | https://pypi.org/project/smart-on-fhir/ |
| PyFHIR | 📦 A Python library for parsing and generating FHIR resources. It provides classes for representing FHIR resources and methods for serializing and deserializing them. | https://pypi.org/project/pyfhir/ |
| HAPI FHIR | 💻 A Python library for working with FHIR servers. It provides classes and methods for querying FHIR servers and working with FHIR resources. | https://pypi.org/project/hapi-fhir/ |
| FHIR-Parser | 📄 A Python library for parsing FHIR resources. It provides a parser class for deserializing FHIR resources. | https://pypi.org/project/fhir-parser/ |
| FHIR-FLAT | 🧐 A Python library for working with FHIR resources. It provides classes for representing FHIR resources and methods for serializing and deserializing them. | https://pypi.org/project/fhir-flat/ |
| HL7apy | 📩 A Python library for working with HL7 messages. It provides classes and methods for parsing and generating HL7 messages. | https://pypi.org/project/hl7apy/ |
| pyHl7 | 📨 A Python library for parsing and generating HL7 messages. It provides classes for representing HL7 messages and methods for serializing and deserializing them. | https://pypi.org/project/pyhl7/ |
| FHIR-Utils | 🔧 A Python library for working with FHIR resources. It provides utility functions for common FHIR tasks. | https://pypi.org/project/fhir-utils/ |

""")

import streamlit as st

# Angular libraries
st.header("Angular Libraries")
st.write("Here are some popular Angular libraries:")

st.markdown("- [ngx-charts](https://www.npmjs.com/package/@swimlane/ngx-charts)")
st.markdown("- [angular-material](https://material.angular.io/)")

# Node.JS libraries
st.header("Node.JS Libraries")
st.write("Here are some popular Node.JS libraries:")

st.markdown("- [express](https://expressjs.com/)")
st.markdown("- [axios](https://www.npmjs.com/package/axios)")

# Docker libraries
st.header("Docker Libraries")
st.write("Here are some popular Docker libraries:")

st.markdown("- [docker-py](https://pypi.org/project/docker/)")
st.markdown("- [docker-compose](https://docs.docker.com/compose/)")

# Kubernetes libraries
st.header("Kubernetes Libraries")
st.write("Here are some popular Kubernetes libraries:")

st.markdown("- [kubernetes](https://pypi.org/project/kubernetes/)")
st.markdown("- [kubeflow](https://www.kubeflow.org/)")

# GraphQL libraries
st.header("GraphQL Libraries")
st.write("Here are some popular GraphQL libraries:")

st.markdown("- [graphene](https://pypi.org/project/graphene/)")
st.markdown("- [graphql-core](https://pypi.org/project/graphql-core/)")

# PostgreSQL libraries
st.header("PostgreSQL Libraries")
st.write("Here are some popular PostgreSQL libraries:")

st.markdown("- [psycopg2](https://pypi.org/project/psycopg2/)")
st.markdown("- [sqlalchemy](https://pypi.org/project/SQLAlchemy/)")

# Snowflake libraries
st.header("Snowflake Libraries")
st.write("Here are some popular Snowflake libraries:")

st.markdown("- [snowflake-connector-python](https://pypi.org/project/snowflake-connector-python/)")
st.markdown("- [snowflake-sqlalchemy](https://pypi.org/project/snowflake-sqlalchemy/)")

# AI libraries
st.header("AI Libraries")
st.write("Here are some popular AI libraries:")

st.markdown("- [tensorflow](https://pypi.org/project/tensorflow/)")
st.markdown("- [scikit-learn](https://pypi.org/project/scikit-learn/)")