Transform unstructured text to structured JSON
curl --request POST \
--url https://api.sully.ai/v1/utils/text-to-json \
--header 'Content-Type: application/json' \
--header 'X-ACCOUNT-ID: <api-key>' \
--header 'X-API-KEY: <api-key>' \
--data @- <<EOF
{
"text": "Patient is a 45-year-old male presenting with chest pain...",
"schema": {
"type": "object",
"description": "Structured clinical summary extracted from a patient encounter note",
"properties": {
"patientInfo": {
"type": "object",
"description": "Demographic details about the patient mentioned in the note",
"properties": {
"age": {
"type": "number",
"description": "Patient age in years as a number, e.g. 45"
},
"gender": {
"type": "string",
"description": "Patient gender as stated or implied in the note"
},
"allergies": {
"type": [
"array",
"null"
],
"description": "List of documented allergies; null if none mentioned",
"items": {
"type": "string",
"description": "A single allergy (drug, food, or environmental)"
}
}
},
"required": [
"age",
"gender",
"allergies"
]
},
"symptoms": {
"type": "array",
"description": "Active symptoms the patient is currently experiencing or reporting",
"items": {
"type": "string",
"description": "A single symptom in plain language, e.g. 'chest pain'"
}
},
"diagnosis": {
"type": "array",
"description": "Only confirmed diagnoses — do not include suspected or rule-out conditions",
"items": {
"type": "string",
"description": "A single confirmed diagnosis"
}
},
"severityLevel": {
"type": "string",
"description": "Overall clinical severity based on the presenting condition and vitals",
"enum": [
"mild",
"moderate",
"severe",
"critical"
]
},
"notes": {
"type": [
"string",
"null"
],
"description": "Additional clinical notes, provider observations, or contextual information not captured elsewhere"
}
},
"required": [
"patientInfo",
"symptoms",
"diagnosis",
"severityLevel",
"notes"
]
}
}
EOFimport requests
url = "https://api.sully.ai/v1/utils/text-to-json"
payload = {
"text": "Patient is a 45-year-old male presenting with chest pain...",
"schema": {
"type": "object",
"description": "Structured clinical summary extracted from a patient encounter note",
"properties": {
"patientInfo": {
"type": "object",
"description": "Demographic details about the patient mentioned in the note",
"properties": {
"age": {
"type": "number",
"description": "Patient age in years as a number, e.g. 45"
},
"gender": {
"type": "string",
"description": "Patient gender as stated or implied in the note"
},
"allergies": {
"type": ["array", "null"],
"description": "List of documented allergies; null if none mentioned",
"items": {
"type": "string",
"description": "A single allergy (drug, food, or environmental)"
}
}
},
"required": ["age", "gender", "allergies"]
},
"symptoms": {
"type": "array",
"description": "Active symptoms the patient is currently experiencing or reporting",
"items": {
"type": "string",
"description": "A single symptom in plain language, e.g. 'chest pain'"
}
},
"diagnosis": {
"type": "array",
"description": "Only confirmed diagnoses — do not include suspected or rule-out conditions",
"items": {
"type": "string",
"description": "A single confirmed diagnosis"
}
},
"severityLevel": {
"type": "string",
"description": "Overall clinical severity based on the presenting condition and vitals",
"enum": ["mild", "moderate", "severe", "critical"]
},
"notes": {
"type": ["string", "null"],
"description": "Additional clinical notes, provider observations, or contextual information not captured elsewhere"
}
},
"required": ["patientInfo", "symptoms", "diagnosis", "severityLevel", "notes"]
}
}
headers = {
"X-API-KEY": "<api-key>",
"X-ACCOUNT-ID": "<api-key>",
"Content-Type": "application/json"
}
response = requests.post(url, json=payload, headers=headers)
print(response.text)const options = {
method: 'POST',
headers: {
'X-API-KEY': '<api-key>',
'X-ACCOUNT-ID': '<api-key>',
'Content-Type': 'application/json'
},
body: JSON.stringify({
text: 'Patient is a 45-year-old male presenting with chest pain...',
schema: {
type: 'object',
description: 'Structured clinical summary extracted from a patient encounter note',
properties: {
patientInfo: {
type: 'object',
description: 'Demographic details about the patient mentioned in the note',
properties: {
age: {type: 'number', description: 'Patient age in years as a number, e.g. 45'},
gender: {type: 'string', description: 'Patient gender as stated or implied in the note'},
allergies: {
type: ['array', 'null'],
description: 'List of documented allergies; null if none mentioned',
items: {type: 'string', description: 'A single allergy (drug, food, or environmental)'}
}
},
required: ['age', 'gender', 'allergies']
},
symptoms: {
type: 'array',
description: 'Active symptoms the patient is currently experiencing or reporting',
items: {
type: 'string',
description: 'A single symptom in plain language, e.g. \'chest pain\''
}
},
diagnosis: {
type: 'array',
description: 'Only confirmed diagnoses — do not include suspected or rule-out conditions',
items: {type: 'string', description: 'A single confirmed diagnosis'}
},
severityLevel: {
type: 'string',
description: 'Overall clinical severity based on the presenting condition and vitals',
enum: ['mild', 'moderate', 'severe', 'critical']
},
notes: {
type: ['string', 'null'],
description: 'Additional clinical notes, provider observations, or contextual information not captured elsewhere'
}
},
required: ['patientInfo', 'symptoms', 'diagnosis', 'severityLevel', 'notes']
}
})
};
fetch('https://api.sully.ai/v1/utils/text-to-json', options)
.then(res => res.json())
.then(res => console.log(res))
.catch(err => console.error(err));<?php
$curl = curl_init();
curl_setopt_array($curl, [
CURLOPT_URL => "https://api.sully.ai/v1/utils/text-to-json",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "POST",
CURLOPT_POSTFIELDS => json_encode([
'text' => 'Patient is a 45-year-old male presenting with chest pain...',
'schema' => [
'type' => 'object',
'description' => 'Structured clinical summary extracted from a patient encounter note',
'properties' => [
'patientInfo' => [
'type' => 'object',
'description' => 'Demographic details about the patient mentioned in the note',
'properties' => [
'age' => [
'type' => 'number',
'description' => 'Patient age in years as a number, e.g. 45'
],
'gender' => [
'type' => 'string',
'description' => 'Patient gender as stated or implied in the note'
],
'allergies' => [
'type' => [
'array',
'null'
],
'description' => 'List of documented allergies; null if none mentioned',
'items' => [
'type' => 'string',
'description' => 'A single allergy (drug, food, or environmental)'
]
]
],
'required' => [
'age',
'gender',
'allergies'
]
],
'symptoms' => [
'type' => 'array',
'description' => 'Active symptoms the patient is currently experiencing or reporting',
'items' => [
'type' => 'string',
'description' => 'A single symptom in plain language, e.g. \'chest pain\''
]
],
'diagnosis' => [
'type' => 'array',
'description' => 'Only confirmed diagnoses — do not include suspected or rule-out conditions',
'items' => [
'type' => 'string',
'description' => 'A single confirmed diagnosis'
]
],
'severityLevel' => [
'type' => 'string',
'description' => 'Overall clinical severity based on the presenting condition and vitals',
'enum' => [
'mild',
'moderate',
'severe',
'critical'
]
],
'notes' => [
'type' => [
'string',
'null'
],
'description' => 'Additional clinical notes, provider observations, or contextual information not captured elsewhere'
]
],
'required' => [
'patientInfo',
'symptoms',
'diagnosis',
'severityLevel',
'notes'
]
]
]),
CURLOPT_HTTPHEADER => [
"Content-Type: application/json",
"X-ACCOUNT-ID: <api-key>",
"X-API-KEY: <api-key>"
],
]);
$response = curl_exec($curl);
$err = curl_error($curl);
curl_close($curl);
if ($err) {
echo "cURL Error #:" . $err;
} else {
echo $response;
}package main
import (
"fmt"
"strings"
"net/http"
"io"
)
func main() {
url := "https://api.sully.ai/v1/utils/text-to-json"
payload := strings.NewReader("{\n \"text\": \"Patient is a 45-year-old male presenting with chest pain...\",\n \"schema\": {\n \"type\": \"object\",\n \"description\": \"Structured clinical summary extracted from a patient encounter note\",\n \"properties\": {\n \"patientInfo\": {\n \"type\": \"object\",\n \"description\": \"Demographic details about the patient mentioned in the note\",\n \"properties\": {\n \"age\": {\n \"type\": \"number\",\n \"description\": \"Patient age in years as a number, e.g. 45\"\n },\n \"gender\": {\n \"type\": \"string\",\n \"description\": \"Patient gender as stated or implied in the note\"\n },\n \"allergies\": {\n \"type\": [\n \"array\",\n \"null\"\n ],\n \"description\": \"List of documented allergies; null if none mentioned\",\n \"items\": {\n \"type\": \"string\",\n \"description\": \"A single allergy (drug, food, or environmental)\"\n }\n }\n },\n \"required\": [\n \"age\",\n \"gender\",\n \"allergies\"\n ]\n },\n \"symptoms\": {\n \"type\": \"array\",\n \"description\": \"Active symptoms the patient is currently experiencing or reporting\",\n \"items\": {\n \"type\": \"string\",\n \"description\": \"A single symptom in plain language, e.g. 'chest pain'\"\n }\n },\n \"diagnosis\": {\n \"type\": \"array\",\n \"description\": \"Only confirmed diagnoses — do not include suspected or rule-out conditions\",\n \"items\": {\n \"type\": \"string\",\n \"description\": \"A single confirmed diagnosis\"\n }\n },\n \"severityLevel\": {\n \"type\": \"string\",\n \"description\": \"Overall clinical severity based on the presenting condition and vitals\",\n \"enum\": [\n \"mild\",\n \"moderate\",\n \"severe\",\n \"critical\"\n ]\n },\n \"notes\": {\n \"type\": [\n \"string\",\n \"null\"\n ],\n \"description\": \"Additional clinical notes, provider observations, or contextual information not captured elsewhere\"\n }\n },\n \"required\": [\n \"patientInfo\",\n \"symptoms\",\n \"diagnosis\",\n \"severityLevel\",\n \"notes\"\n ]\n }\n}")
req, _ := http.NewRequest("POST", url, payload)
req.Header.Add("X-API-KEY", "<api-key>")
req.Header.Add("X-ACCOUNT-ID", "<api-key>")
req.Header.Add("Content-Type", "application/json")
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}HttpResponse<String> response = Unirest.post("https://api.sully.ai/v1/utils/text-to-json")
.header("X-API-KEY", "<api-key>")
.header("X-ACCOUNT-ID", "<api-key>")
.header("Content-Type", "application/json")
.body("{\n \"text\": \"Patient is a 45-year-old male presenting with chest pain...\",\n \"schema\": {\n \"type\": \"object\",\n \"description\": \"Structured clinical summary extracted from a patient encounter note\",\n \"properties\": {\n \"patientInfo\": {\n \"type\": \"object\",\n \"description\": \"Demographic details about the patient mentioned in the note\",\n \"properties\": {\n \"age\": {\n \"type\": \"number\",\n \"description\": \"Patient age in years as a number, e.g. 45\"\n },\n \"gender\": {\n \"type\": \"string\",\n \"description\": \"Patient gender as stated or implied in the note\"\n },\n \"allergies\": {\n \"type\": [\n \"array\",\n \"null\"\n ],\n \"description\": \"List of documented allergies; null if none mentioned\",\n \"items\": {\n \"type\": \"string\",\n \"description\": \"A single allergy (drug, food, or environmental)\"\n }\n }\n },\n \"required\": [\n \"age\",\n \"gender\",\n \"allergies\"\n ]\n },\n \"symptoms\": {\n \"type\": \"array\",\n \"description\": \"Active symptoms the patient is currently experiencing or reporting\",\n \"items\": {\n \"type\": \"string\",\n \"description\": \"A single symptom in plain language, e.g. 'chest pain'\"\n }\n },\n \"diagnosis\": {\n \"type\": \"array\",\n \"description\": \"Only confirmed diagnoses — do not include suspected or rule-out conditions\",\n \"items\": {\n \"type\": \"string\",\n \"description\": \"A single confirmed diagnosis\"\n }\n },\n \"severityLevel\": {\n \"type\": \"string\",\n \"description\": \"Overall clinical severity based on the presenting condition and vitals\",\n \"enum\": [\n \"mild\",\n \"moderate\",\n \"severe\",\n \"critical\"\n ]\n },\n \"notes\": {\n \"type\": [\n \"string\",\n \"null\"\n ],\n \"description\": \"Additional clinical notes, provider observations, or contextual information not captured elsewhere\"\n }\n },\n \"required\": [\n \"patientInfo\",\n \"symptoms\",\n \"diagnosis\",\n \"severityLevel\",\n \"notes\"\n ]\n }\n}")
.asString();require 'uri'
require 'net/http'
url = URI("https://api.sully.ai/v1/utils/text-to-json")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
request["X-API-KEY"] = '<api-key>'
request["X-ACCOUNT-ID"] = '<api-key>'
request["Content-Type"] = 'application/json'
request.body = "{\n \"text\": \"Patient is a 45-year-old male presenting with chest pain...\",\n \"schema\": {\n \"type\": \"object\",\n \"description\": \"Structured clinical summary extracted from a patient encounter note\",\n \"properties\": {\n \"patientInfo\": {\n \"type\": \"object\",\n \"description\": \"Demographic details about the patient mentioned in the note\",\n \"properties\": {\n \"age\": {\n \"type\": \"number\",\n \"description\": \"Patient age in years as a number, e.g. 45\"\n },\n \"gender\": {\n \"type\": \"string\",\n \"description\": \"Patient gender as stated or implied in the note\"\n },\n \"allergies\": {\n \"type\": [\n \"array\",\n \"null\"\n ],\n \"description\": \"List of documented allergies; null if none mentioned\",\n \"items\": {\n \"type\": \"string\",\n \"description\": \"A single allergy (drug, food, or environmental)\"\n }\n }\n },\n \"required\": [\n \"age\",\n \"gender\",\n \"allergies\"\n ]\n },\n \"symptoms\": {\n \"type\": \"array\",\n \"description\": \"Active symptoms the patient is currently experiencing or reporting\",\n \"items\": {\n \"type\": \"string\",\n \"description\": \"A single symptom in plain language, e.g. 'chest pain'\"\n }\n },\n \"diagnosis\": {\n \"type\": \"array\",\n \"description\": \"Only confirmed diagnoses — do not include suspected or rule-out conditions\",\n \"items\": {\n \"type\": \"string\",\n \"description\": \"A single confirmed diagnosis\"\n }\n },\n \"severityLevel\": {\n \"type\": \"string\",\n \"description\": \"Overall clinical severity based on the presenting condition and vitals\",\n \"enum\": [\n \"mild\",\n \"moderate\",\n \"severe\",\n \"critical\"\n ]\n },\n \"notes\": {\n \"type\": [\n \"string\",\n \"null\"\n ],\n \"description\": \"Additional clinical notes, provider observations, or contextual information not captured elsewhere\"\n }\n },\n \"required\": [\n \"patientInfo\",\n \"symptoms\",\n \"diagnosis\",\n \"severityLevel\",\n \"notes\"\n ]\n }\n}"
response = http.request(request)
puts response.read_body{
"data": {
"patientInfo": {
"age": 45,
"gender": "male",
"allergies": null
},
"symptoms": [
"chest pain"
],
"diagnosis": [],
"severityLevel": "moderate",
"notes": null
}
}{
"error": 123,
"message": "<string>"
}{
"error": 123,
"message": "<string>"
}Utils
Transform Text to JSON
Transforms unstructured text into structured JSON according to a provided schema. This utility endpoint extracts specific data patterns from free-form content.
POST
/
v1
/
utils
/
text-to-json
Transform unstructured text to structured JSON
curl --request POST \
--url https://api.sully.ai/v1/utils/text-to-json \
--header 'Content-Type: application/json' \
--header 'X-ACCOUNT-ID: <api-key>' \
--header 'X-API-KEY: <api-key>' \
--data @- <<EOF
{
"text": "Patient is a 45-year-old male presenting with chest pain...",
"schema": {
"type": "object",
"description": "Structured clinical summary extracted from a patient encounter note",
"properties": {
"patientInfo": {
"type": "object",
"description": "Demographic details about the patient mentioned in the note",
"properties": {
"age": {
"type": "number",
"description": "Patient age in years as a number, e.g. 45"
},
"gender": {
"type": "string",
"description": "Patient gender as stated or implied in the note"
},
"allergies": {
"type": [
"array",
"null"
],
"description": "List of documented allergies; null if none mentioned",
"items": {
"type": "string",
"description": "A single allergy (drug, food, or environmental)"
}
}
},
"required": [
"age",
"gender",
"allergies"
]
},
"symptoms": {
"type": "array",
"description": "Active symptoms the patient is currently experiencing or reporting",
"items": {
"type": "string",
"description": "A single symptom in plain language, e.g. 'chest pain'"
}
},
"diagnosis": {
"type": "array",
"description": "Only confirmed diagnoses — do not include suspected or rule-out conditions",
"items": {
"type": "string",
"description": "A single confirmed diagnosis"
}
},
"severityLevel": {
"type": "string",
"description": "Overall clinical severity based on the presenting condition and vitals",
"enum": [
"mild",
"moderate",
"severe",
"critical"
]
},
"notes": {
"type": [
"string",
"null"
],
"description": "Additional clinical notes, provider observations, or contextual information not captured elsewhere"
}
},
"required": [
"patientInfo",
"symptoms",
"diagnosis",
"severityLevel",
"notes"
]
}
}
EOFimport requests
url = "https://api.sully.ai/v1/utils/text-to-json"
payload = {
"text": "Patient is a 45-year-old male presenting with chest pain...",
"schema": {
"type": "object",
"description": "Structured clinical summary extracted from a patient encounter note",
"properties": {
"patientInfo": {
"type": "object",
"description": "Demographic details about the patient mentioned in the note",
"properties": {
"age": {
"type": "number",
"description": "Patient age in years as a number, e.g. 45"
},
"gender": {
"type": "string",
"description": "Patient gender as stated or implied in the note"
},
"allergies": {
"type": ["array", "null"],
"description": "List of documented allergies; null if none mentioned",
"items": {
"type": "string",
"description": "A single allergy (drug, food, or environmental)"
}
}
},
"required": ["age", "gender", "allergies"]
},
"symptoms": {
"type": "array",
"description": "Active symptoms the patient is currently experiencing or reporting",
"items": {
"type": "string",
"description": "A single symptom in plain language, e.g. 'chest pain'"
}
},
"diagnosis": {
"type": "array",
"description": "Only confirmed diagnoses — do not include suspected or rule-out conditions",
"items": {
"type": "string",
"description": "A single confirmed diagnosis"
}
},
"severityLevel": {
"type": "string",
"description": "Overall clinical severity based on the presenting condition and vitals",
"enum": ["mild", "moderate", "severe", "critical"]
},
"notes": {
"type": ["string", "null"],
"description": "Additional clinical notes, provider observations, or contextual information not captured elsewhere"
}
},
"required": ["patientInfo", "symptoms", "diagnosis", "severityLevel", "notes"]
}
}
headers = {
"X-API-KEY": "<api-key>",
"X-ACCOUNT-ID": "<api-key>",
"Content-Type": "application/json"
}
response = requests.post(url, json=payload, headers=headers)
print(response.text)const options = {
method: 'POST',
headers: {
'X-API-KEY': '<api-key>',
'X-ACCOUNT-ID': '<api-key>',
'Content-Type': 'application/json'
},
body: JSON.stringify({
text: 'Patient is a 45-year-old male presenting with chest pain...',
schema: {
type: 'object',
description: 'Structured clinical summary extracted from a patient encounter note',
properties: {
patientInfo: {
type: 'object',
description: 'Demographic details about the patient mentioned in the note',
properties: {
age: {type: 'number', description: 'Patient age in years as a number, e.g. 45'},
gender: {type: 'string', description: 'Patient gender as stated or implied in the note'},
allergies: {
type: ['array', 'null'],
description: 'List of documented allergies; null if none mentioned',
items: {type: 'string', description: 'A single allergy (drug, food, or environmental)'}
}
},
required: ['age', 'gender', 'allergies']
},
symptoms: {
type: 'array',
description: 'Active symptoms the patient is currently experiencing or reporting',
items: {
type: 'string',
description: 'A single symptom in plain language, e.g. \'chest pain\''
}
},
diagnosis: {
type: 'array',
description: 'Only confirmed diagnoses — do not include suspected or rule-out conditions',
items: {type: 'string', description: 'A single confirmed diagnosis'}
},
severityLevel: {
type: 'string',
description: 'Overall clinical severity based on the presenting condition and vitals',
enum: ['mild', 'moderate', 'severe', 'critical']
},
notes: {
type: ['string', 'null'],
description: 'Additional clinical notes, provider observations, or contextual information not captured elsewhere'
}
},
required: ['patientInfo', 'symptoms', 'diagnosis', 'severityLevel', 'notes']
}
})
};
fetch('https://api.sully.ai/v1/utils/text-to-json', options)
.then(res => res.json())
.then(res => console.log(res))
.catch(err => console.error(err));<?php
$curl = curl_init();
curl_setopt_array($curl, [
CURLOPT_URL => "https://api.sully.ai/v1/utils/text-to-json",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "POST",
CURLOPT_POSTFIELDS => json_encode([
'text' => 'Patient is a 45-year-old male presenting with chest pain...',
'schema' => [
'type' => 'object',
'description' => 'Structured clinical summary extracted from a patient encounter note',
'properties' => [
'patientInfo' => [
'type' => 'object',
'description' => 'Demographic details about the patient mentioned in the note',
'properties' => [
'age' => [
'type' => 'number',
'description' => 'Patient age in years as a number, e.g. 45'
],
'gender' => [
'type' => 'string',
'description' => 'Patient gender as stated or implied in the note'
],
'allergies' => [
'type' => [
'array',
'null'
],
'description' => 'List of documented allergies; null if none mentioned',
'items' => [
'type' => 'string',
'description' => 'A single allergy (drug, food, or environmental)'
]
]
],
'required' => [
'age',
'gender',
'allergies'
]
],
'symptoms' => [
'type' => 'array',
'description' => 'Active symptoms the patient is currently experiencing or reporting',
'items' => [
'type' => 'string',
'description' => 'A single symptom in plain language, e.g. \'chest pain\''
]
],
'diagnosis' => [
'type' => 'array',
'description' => 'Only confirmed diagnoses — do not include suspected or rule-out conditions',
'items' => [
'type' => 'string',
'description' => 'A single confirmed diagnosis'
]
],
'severityLevel' => [
'type' => 'string',
'description' => 'Overall clinical severity based on the presenting condition and vitals',
'enum' => [
'mild',
'moderate',
'severe',
'critical'
]
],
'notes' => [
'type' => [
'string',
'null'
],
'description' => 'Additional clinical notes, provider observations, or contextual information not captured elsewhere'
]
],
'required' => [
'patientInfo',
'symptoms',
'diagnosis',
'severityLevel',
'notes'
]
]
]),
CURLOPT_HTTPHEADER => [
"Content-Type: application/json",
"X-ACCOUNT-ID: <api-key>",
"X-API-KEY: <api-key>"
],
]);
$response = curl_exec($curl);
$err = curl_error($curl);
curl_close($curl);
if ($err) {
echo "cURL Error #:" . $err;
} else {
echo $response;
}package main
import (
"fmt"
"strings"
"net/http"
"io"
)
func main() {
url := "https://api.sully.ai/v1/utils/text-to-json"
payload := strings.NewReader("{\n \"text\": \"Patient is a 45-year-old male presenting with chest pain...\",\n \"schema\": {\n \"type\": \"object\",\n \"description\": \"Structured clinical summary extracted from a patient encounter note\",\n \"properties\": {\n \"patientInfo\": {\n \"type\": \"object\",\n \"description\": \"Demographic details about the patient mentioned in the note\",\n \"properties\": {\n \"age\": {\n \"type\": \"number\",\n \"description\": \"Patient age in years as a number, e.g. 45\"\n },\n \"gender\": {\n \"type\": \"string\",\n \"description\": \"Patient gender as stated or implied in the note\"\n },\n \"allergies\": {\n \"type\": [\n \"array\",\n \"null\"\n ],\n \"description\": \"List of documented allergies; null if none mentioned\",\n \"items\": {\n \"type\": \"string\",\n \"description\": \"A single allergy (drug, food, or environmental)\"\n }\n }\n },\n \"required\": [\n \"age\",\n \"gender\",\n \"allergies\"\n ]\n },\n \"symptoms\": {\n \"type\": \"array\",\n \"description\": \"Active symptoms the patient is currently experiencing or reporting\",\n \"items\": {\n \"type\": \"string\",\n \"description\": \"A single symptom in plain language, e.g. 'chest pain'\"\n }\n },\n \"diagnosis\": {\n \"type\": \"array\",\n \"description\": \"Only confirmed diagnoses — do not include suspected or rule-out conditions\",\n \"items\": {\n \"type\": \"string\",\n \"description\": \"A single confirmed diagnosis\"\n }\n },\n \"severityLevel\": {\n \"type\": \"string\",\n \"description\": \"Overall clinical severity based on the presenting condition and vitals\",\n \"enum\": [\n \"mild\",\n \"moderate\",\n \"severe\",\n \"critical\"\n ]\n },\n \"notes\": {\n \"type\": [\n \"string\",\n \"null\"\n ],\n \"description\": \"Additional clinical notes, provider observations, or contextual information not captured elsewhere\"\n }\n },\n \"required\": [\n \"patientInfo\",\n \"symptoms\",\n \"diagnosis\",\n \"severityLevel\",\n \"notes\"\n ]\n }\n}")
req, _ := http.NewRequest("POST", url, payload)
req.Header.Add("X-API-KEY", "<api-key>")
req.Header.Add("X-ACCOUNT-ID", "<api-key>")
req.Header.Add("Content-Type", "application/json")
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}HttpResponse<String> response = Unirest.post("https://api.sully.ai/v1/utils/text-to-json")
.header("X-API-KEY", "<api-key>")
.header("X-ACCOUNT-ID", "<api-key>")
.header("Content-Type", "application/json")
.body("{\n \"text\": \"Patient is a 45-year-old male presenting with chest pain...\",\n \"schema\": {\n \"type\": \"object\",\n \"description\": \"Structured clinical summary extracted from a patient encounter note\",\n \"properties\": {\n \"patientInfo\": {\n \"type\": \"object\",\n \"description\": \"Demographic details about the patient mentioned in the note\",\n \"properties\": {\n \"age\": {\n \"type\": \"number\",\n \"description\": \"Patient age in years as a number, e.g. 45\"\n },\n \"gender\": {\n \"type\": \"string\",\n \"description\": \"Patient gender as stated or implied in the note\"\n },\n \"allergies\": {\n \"type\": [\n \"array\",\n \"null\"\n ],\n \"description\": \"List of documented allergies; null if none mentioned\",\n \"items\": {\n \"type\": \"string\",\n \"description\": \"A single allergy (drug, food, or environmental)\"\n }\n }\n },\n \"required\": [\n \"age\",\n \"gender\",\n \"allergies\"\n ]\n },\n \"symptoms\": {\n \"type\": \"array\",\n \"description\": \"Active symptoms the patient is currently experiencing or reporting\",\n \"items\": {\n \"type\": \"string\",\n \"description\": \"A single symptom in plain language, e.g. 'chest pain'\"\n }\n },\n \"diagnosis\": {\n \"type\": \"array\",\n \"description\": \"Only confirmed diagnoses — do not include suspected or rule-out conditions\",\n \"items\": {\n \"type\": \"string\",\n \"description\": \"A single confirmed diagnosis\"\n }\n },\n \"severityLevel\": {\n \"type\": \"string\",\n \"description\": \"Overall clinical severity based on the presenting condition and vitals\",\n \"enum\": [\n \"mild\",\n \"moderate\",\n \"severe\",\n \"critical\"\n ]\n },\n \"notes\": {\n \"type\": [\n \"string\",\n \"null\"\n ],\n \"description\": \"Additional clinical notes, provider observations, or contextual information not captured elsewhere\"\n }\n },\n \"required\": [\n \"patientInfo\",\n \"symptoms\",\n \"diagnosis\",\n \"severityLevel\",\n \"notes\"\n ]\n }\n}")
.asString();require 'uri'
require 'net/http'
url = URI("https://api.sully.ai/v1/utils/text-to-json")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
request["X-API-KEY"] = '<api-key>'
request["X-ACCOUNT-ID"] = '<api-key>'
request["Content-Type"] = 'application/json'
request.body = "{\n \"text\": \"Patient is a 45-year-old male presenting with chest pain...\",\n \"schema\": {\n \"type\": \"object\",\n \"description\": \"Structured clinical summary extracted from a patient encounter note\",\n \"properties\": {\n \"patientInfo\": {\n \"type\": \"object\",\n \"description\": \"Demographic details about the patient mentioned in the note\",\n \"properties\": {\n \"age\": {\n \"type\": \"number\",\n \"description\": \"Patient age in years as a number, e.g. 45\"\n },\n \"gender\": {\n \"type\": \"string\",\n \"description\": \"Patient gender as stated or implied in the note\"\n },\n \"allergies\": {\n \"type\": [\n \"array\",\n \"null\"\n ],\n \"description\": \"List of documented allergies; null if none mentioned\",\n \"items\": {\n \"type\": \"string\",\n \"description\": \"A single allergy (drug, food, or environmental)\"\n }\n }\n },\n \"required\": [\n \"age\",\n \"gender\",\n \"allergies\"\n ]\n },\n \"symptoms\": {\n \"type\": \"array\",\n \"description\": \"Active symptoms the patient is currently experiencing or reporting\",\n \"items\": {\n \"type\": \"string\",\n \"description\": \"A single symptom in plain language, e.g. 'chest pain'\"\n }\n },\n \"diagnosis\": {\n \"type\": \"array\",\n \"description\": \"Only confirmed diagnoses — do not include suspected or rule-out conditions\",\n \"items\": {\n \"type\": \"string\",\n \"description\": \"A single confirmed diagnosis\"\n }\n },\n \"severityLevel\": {\n \"type\": \"string\",\n \"description\": \"Overall clinical severity based on the presenting condition and vitals\",\n \"enum\": [\n \"mild\",\n \"moderate\",\n \"severe\",\n \"critical\"\n ]\n },\n \"notes\": {\n \"type\": [\n \"string\",\n \"null\"\n ],\n \"description\": \"Additional clinical notes, provider observations, or contextual information not captured elsewhere\"\n }\n },\n \"required\": [\n \"patientInfo\",\n \"symptoms\",\n \"diagnosis\",\n \"severityLevel\",\n \"notes\"\n ]\n }\n}"
response = http.request(request)
puts response.read_body{
"data": {
"patientInfo": {
"age": 45,
"gender": "male",
"allergies": null
},
"symptoms": [
"chest pain"
],
"diagnosis": [],
"severityLevel": "moderate",
"notes": null
}
}{
"error": 123,
"message": "<string>"
}{
"error": 123,
"message": "<string>"
}Body
application/json
Text and schema for transformation
Request payload for transforming unstructured text into structured JSON
Unstructured text to transform
Example:
"Patient is a 45-year-old male presenting with chest pain..."
JSON Schema defining the structure to extract from the text. Use description fields on properties to guide the model — they act as extraction instructions (e.g. "only include confirmed diagnoses, not suspected ones").
Example:
{
"type": "object",
"description": "Structured clinical summary extracted from a patient encounter note",
"properties": {
"patientInfo": {
"type": "object",
"description": "Demographic details about the patient mentioned in the note",
"properties": {
"age": {
"type": "number",
"description": "Patient age in years as a number, e.g. 45"
},
"gender": {
"type": "string",
"description": "Patient gender as stated or implied in the note"
},
"allergies": {
"type": ["array", "null"],
"description": "List of documented allergies; null if none mentioned",
"items": {
"type": "string",
"description": "A single allergy (drug, food, or environmental)"
}
}
},
"required": ["age", "gender", "allergies"]
},
"symptoms": {
"type": "array",
"description": "Active symptoms the patient is currently experiencing or reporting",
"items": {
"type": "string",
"description": "A single symptom in plain language, e.g. 'chest pain'"
}
},
"diagnosis": {
"type": "array",
"description": "Only confirmed diagnoses — do not include suspected or rule-out conditions",
"items": {
"type": "string",
"description": "A single confirmed diagnosis"
}
},
"severityLevel": {
"type": "string",
"description": "Overall clinical severity based on the presenting condition and vitals",
"enum": ["mild", "moderate", "severe", "critical"]
},
"notes": {
"type": ["string", "null"],
"description": "Additional clinical notes, provider observations, or contextual information not captured elsewhere"
}
},
"required": [
"patientInfo",
"symptoms",
"diagnosis",
"severityLevel",
"notes"
]
}
Response
JSON data extracted from text
Response containing the structured JSON data extracted from text
Extracted structured data that conforms to the provided schema
Example:
{
"patientInfo": {
"age": 45,
"gender": "male",
"allergies": null
},
"symptoms": ["chest pain"],
"diagnosis": [],
"severityLevel": "moderate",
"notes": null
}
⌘I