> For clean Markdown of any page, append .md to the page URL. > For a complete documentation index, see https://docs.emtelligent.com/llms.txt. > For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.emtelligent.com/_mcp/server. # Submit documents POST https://summarize.emtelligent.com/v1/jobs Content-Type: application/json Queue a document (or several about one patient) and a prompt for summarization. Returns immediately; poll `GET /v1/jobs/{id}`, then fetch the result. Reference: https://docs.emtelligent.com/summarization/api/jobs/submit-job-v-1-jobs-post ## Authentication - `Authorization` header (bearer token, required) — Customer API key or OAuth 2.0 access token (scope `summarization:process`) ## Request ### Headers - `idempotency-key` (string, optional, nullable) — Optional, recommended: retrying with the same key and body returns the original job instead of a new one (per organization, 24 h). 1-128 of [A-Za-z0-9_.:-] ### Body (application/json) This endpoint expects a JobRequest. - `prompt` (string, required) — What the summary should cover and how to write it, e.g. "Summarize the patient's active problems and medications for a referral letter." At most 8 KiB - `document` (DocumentIn, optional, nullable) — One document. Send it alone, or instead use any of `documents`, `prep_documents` and `nlp_results` (they can be combined) - `documents` (list of DocumentItemIn, optional, nullable) — Several documents about one patient, summarized as one: a single summary that cites them. At most 50, each at most 64 KiB, 1 MiB in total - `prep_documents` (list of PrepDocumentIn, optional, nullable) — Documents as Prep produces them: the objects of its JSONL file (one per line), sent as an array. Each is summarized like an item of `documents`, with its `id`, category, chart date and subject details. Same limits as `documents` - `nlp_results` (list of NlpResultIn, optional, nullable) — NLP API results you already have (`emtellipro-json-2`, as returned, including the documents' text); their documents are summarized. They have no dates or patient details; add those with `document_metadata` - `fhir_bundles` (list of map from string to any, optional, nullable) — FHIR R4 Bundles (e.g. from the Synth API). Each one's clinical notes (DocumentReference with a text attachment) are summarized, along with its structured record — problems, medications, procedures, immunizations, allergies, encounters, laboratory results and vital signs — and the patient's age and sex. Notes that can't be read (e.g. PDF attachments) are skipped and named in a `documents_skipped` warning - `document_metadata` (map from string to DocumentMetadataIn, optional, nullable) — Chart dates and subjects by document `id` (or position, for documents without one), over any of `documents`, `prep_documents`, `nlp_results` and `fhir_bundles` - `patient` (SubjectIn, optional, nullable) — Who every document should concern. With several documents, the summary carries a warning if they appear not to - `options` (OptionsIn, optional) ## Response ### 200 Idempotent retry: the job already created with this Idempotency-Key - `id` (string, required) - `type` ("summary", required) - `status` (enum, required) — `expired`: the result was downloaded or the 24-hour window passed - Allowed values: `queued`, `running`, `succeeded`, `failed`, `canceled`, `expired` - `created_at` (string, required) — UTC, `YYYY-MM-DDTHH:MM:SSZ` - `expires_at` (string, required) — When the job and any unread result are deleted - `result_available` (boolean, required) - `started_at` (string, optional, nullable) - `completed_at` (string, optional, nullable) - `error` (JobError, optional, nullable) — Present when `status` is `failed` - `progress` (JobProgress, optional, nullable) — While `running`, for jobs with several documents ### 202 Accepted and queued - `id` (string, required) - `type` ("summary", required) - `status` (enum, required) — `expired`: the result was downloaded or the 24-hour window passed - Allowed values: `queued`, `running`, `succeeded`, `failed`, `canceled`, `expired` - `created_at` (string, required) — UTC, `YYYY-MM-DDTHH:MM:SSZ` - `expires_at` (string, required) — When the job and any unread result are deleted - `result_available` (boolean, required) - `started_at` (string, optional, nullable) - `completed_at` (string, optional, nullable) - `error` (JobError, optional, nullable) — Present when `status` is `failed` - `progress` (JobProgress, optional, nullable) — While `running`, for jobs with several documents ## Errors ### 400 Bad Request Error Invalid document, prompt, JSON or Idempotency-Key; both or neither of `document` and `documents`; duplicate document ids - `error` (ErrorDetail, required) ### 401 Unauthorized Error Missing, unknown or unscoped credentials - `error` (ErrorDetail, required) ### 402 Payment Required Error Organization suspended - `error` (ErrorDetail, required) ### 409 Conflict Error Idempotency-Key reused with a different body - `error` (ErrorDetail, required) ### 413 Content Too Large Error Document, prompt or body too large, or too many documents - `error` (ErrorDetail, required) ### 422 Unprocessable Entity Error Wrong request shape; names the fields, never echoes values - `error` (ErrorDetail, required) ### 429 Too Many Requests Error Organization rate or active-job limit; see Retry-After - `error` (ErrorDetail, required) ### 503 Service Unavailable Error Temporarily unavailable - `error` (ErrorDetail, required) ## Types ### DocumentIn - `text` (string, required) — The clinical document as UTF-8 text, at most 64 KiB - `category` (string, optional, nullable) — Document category, e.g. `Discharge Summary`. Omit it to have the type detected automatically (recommended) - `subcategory` (string, optional, nullable) — Document subcategory. Omit it to have the type detected automatically (recommended) ### DocumentItemIn - `text` (string, required) — The clinical document as UTF-8 text, at most 64 KiB - `category` (string, optional, nullable) — Document category, e.g. `Discharge Summary`. Omit it to have the type detected automatically (recommended) - `subcategory` (string, optional, nullable) — Document subcategory. Omit it to have the type detected automatically (recommended) - `id` (string, optional, nullable) — Your reference for this document, unique within the job; citations in the summary point to it. Defaults to the document's position (`1`, `2`, …) - `chart_date` (date, optional, nullable) — The document's clinical date (`YYYY-MM-DD`). More recent documents are given precedence; undated documents are treated as the oldest - `subject` (SubjectIn, optional, nullable) — Who the document concerns, if you know. Used to check that all documents concern the same patient ### PrepDocumentIn One line of a Prep JSONL file (`id`, `text`, `category`, `subcategory` and `documentmetadata` columns). Fields not listed are ignored. - `id` (string, optional, nullable) — Used as the document's id when it is 1-64 of [A-Za-z0-9_.:-]; otherwise the line's position is - `text` (string, optional, nullable) — The document's text. Required - `pdf` (string, optional, nullable) — Ignored: the text is used. Leave it out to keep the request small - `category` (string, optional, nullable) - `subcategory` (string, optional, nullable) - `chartdate` (string, optional, nullable) — `YYYY-MM-DD[ hh:mm:ss]` - `subject_id` (string, optional, nullable) - `subject_name` (string, optional, nullable) - `subject_dob` (string, optional, nullable) - `subject_gender` (string, optional, nullable) ### NlpResultIn An NLP API result as it returns it (`format` `emtellipro-json-2`), e.g. the saved output of an earlier pipeline. Each of its `documents` (with `text`) is summarized. - `format` (string, required) — `emtellipro-json-2` - `documents` (list of map from string to any, required) - `version` (string, optional, nullable) ### DocumentMetadataIn - `chart_date` (date, optional, nullable) — As `documents[].chart_date` - `subject` (SubjectIn, optional, nullable) — As `documents[].subject` ### SubjectIn Who a document concerns. Compared across the job's documents, never returned or stored beyond the job. - `id` (string, optional, nullable) — Your identifier for the patient - `name` (string, optional, nullable) - `dob` (string, optional, nullable) — Date of birth, e.g. `1950-02-03` - `sex` (string, optional, nullable) — `male` or `female` - `mrn` (string, optional, nullable) — Medical record number ### OptionsIn - `check_patient` (boolean, optional, default: true) — With several documents, check that they concern one patient, including documents that come without patient details (recommended; adds a few seconds). A mismatch is reported as a warning; the summary is still written ### JobError - `code` (string, required) — Why the job failed, e.g. `insufficient_credit`, `document_too_long` ### JobProgress - `stage` (enum, required) — The current stage, for showing progress - Allowed values: `reading`, `summarizing` - `done` (integer, required) - `total` (integer, required) — 0 when not known in advance ### ErrorDetail - `code` (string, required) — Stable machine-readable code, e.g. `invalid_credentials` - `message` (string, required) — Human-readable summary. Never echoes submitted content - `request_id` (string, required) — Quote this to support; also in `X-Request-Id` ## Examples ### A summary for the primary care physician **Request** ```json { "prompt": "Summarize the hospital course, active problems and discharge medications for the primary care physician, in under 120 words.", "document": { "text": "DISCHARGE SUMMARY\nAdmitted 2026-09-02 with community-acquired pneumonia of the right lower lobe. History of type 2 diabetes mellitus and hypertension. Treated with IV ceftriaxone and azithromycin, switched to oral amoxicillin-clavulanate on day 3. Blood glucose was poorly controlled on admission (HbA1c 8.9%); metformin was increased to 1000 mg twice daily. Afebrile for 48 hours, oxygen saturation 96% on room air at discharge on 2026-09-06.\nDischarge medications: amoxicillin-clavulanate 875/125 mg twice daily for 4 more days; metformin 1000 mg twice daily; lisinopril 10 mg daily.\nFollow-up: primary care in 1 week; repeat chest X-ray in 6 weeks." } } ``` **Response** ```json { "id": "job_8f2c1d0e9b7a6c5d4e3f2a1b", "type": "string", "status": "queued", "created_at": "string", "expires_at": "string", "result_available": true, "started_at": "string", "completed_at": "string", "error": { "code": "string" }, "progress": { "stage": "reading", "done": 1, "total": 1 } } ``` **SDK Code** ```python A summary for the primary care physician import requests url = "https://summarize.emtelligent.com/v1/jobs" payload = { "prompt": "Summarize the hospital course, active problems and discharge medications for the primary care physician, in under 120 words.", "document": { "text": "DISCHARGE SUMMARY Admitted 2026-09-02 with community-acquired pneumonia of the right lower lobe. History of type 2 diabetes mellitus and hypertension. Treated with IV ceftriaxone and azithromycin, switched to oral amoxicillin-clavulanate on day 3. Blood glucose was poorly controlled on admission (HbA1c 8.9%); metformin was increased to 1000 mg twice daily. Afebrile for 48 hours, oxygen saturation 96% on room air at discharge on 2026-09-06. Discharge medications: amoxicillin-clavulanate 875/125 mg twice daily for 4 more days; metformin 1000 mg twice daily; lisinopril 10 mg daily. Follow-up: primary care in 1 week; repeat chest X-ray in 6 weeks." } } headers = { "Authorization": "Bearer ", "Content-Type": "application/json" } response = requests.post(url, json=payload, headers=headers) print(response.json()) ``` ```javascript A summary for the primary care physician const url = 'https://summarize.emtelligent.com/v1/jobs'; const options = { method: 'POST', headers: {Authorization: 'Bearer ', 'Content-Type': 'application/json'}, body: '{"prompt":"Summarize the hospital course, active problems and discharge medications for the primary care physician, in under 120 words.","document":{"text":"DISCHARGE SUMMARY\nAdmitted 2026-09-02 with community-acquired pneumonia of the right lower lobe. History of type 2 diabetes mellitus and hypertension. Treated with IV ceftriaxone and azithromycin, switched to oral amoxicillin-clavulanate on day 3. Blood glucose was poorly controlled on admission (HbA1c 8.9%); metformin was increased to 1000 mg twice daily. Afebrile for 48 hours, oxygen saturation 96% on room air at discharge on 2026-09-06.\nDischarge medications: amoxicillin-clavulanate 875/125 mg twice daily for 4 more days; metformin 1000 mg twice daily; lisinopril 10 mg daily.\nFollow-up: primary care in 1 week; repeat chest X-ray in 6 weeks."}}' }; try { const response = await fetch(url, options); const data = await response.json(); console.log(data); } catch (error) { console.error(error); } ``` ```go A summary for the primary care physician package main import ( "fmt" "strings" "net/http" "io" ) func main() { url := "https://summarize.emtelligent.com/v1/jobs" payload := strings.NewReader("{\n \"prompt\": \"Summarize the hospital course, active problems and discharge medications for the primary care physician, in under 120 words.\",\n \"document\": {\n \"text\": \"DISCHARGE SUMMARY\\nAdmitted 2026-09-02 with community-acquired pneumonia of the right lower lobe. History of type 2 diabetes mellitus and hypertension. Treated with IV ceftriaxone and azithromycin, switched to oral amoxicillin-clavulanate on day 3. Blood glucose was poorly controlled on admission (HbA1c 8.9%); metformin was increased to 1000 mg twice daily. Afebrile for 48 hours, oxygen saturation 96% on room air at discharge on 2026-09-06.\\nDischarge medications: amoxicillin-clavulanate 875/125 mg twice daily for 4 more days; metformin 1000 mg twice daily; lisinopril 10 mg daily.\\nFollow-up: primary care in 1 week; repeat chest X-ray in 6 weeks.\"\n }\n}") req, _ := http.NewRequest("POST", url, payload) req.Header.Add("Authorization", "Bearer ") req.Header.Add("Content-Type", "application/json") res, _ := http.DefaultClient.Do(req) defer res.Body.Close() body, _ := io.ReadAll(res.Body) fmt.Println(res) fmt.Println(string(body)) } ``` ```ruby A summary for the primary care physician require 'uri' require 'net/http' url = URI("https://summarize.emtelligent.com/v1/jobs") http = Net::HTTP.new(url.host, url.port) http.use_ssl = true request = Net::HTTP::Post.new(url) request["Authorization"] = 'Bearer ' request["Content-Type"] = 'application/json' request.body = "{\n \"prompt\": \"Summarize the hospital course, active problems and discharge medications for the primary care physician, in under 120 words.\",\n \"document\": {\n \"text\": \"DISCHARGE SUMMARY\\nAdmitted 2026-09-02 with community-acquired pneumonia of the right lower lobe. History of type 2 diabetes mellitus and hypertension. Treated with IV ceftriaxone and azithromycin, switched to oral amoxicillin-clavulanate on day 3. Blood glucose was poorly controlled on admission (HbA1c 8.9%); metformin was increased to 1000 mg twice daily. Afebrile for 48 hours, oxygen saturation 96% on room air at discharge on 2026-09-06.\\nDischarge medications: amoxicillin-clavulanate 875/125 mg twice daily for 4 more days; metformin 1000 mg twice daily; lisinopril 10 mg daily.\\nFollow-up: primary care in 1 week; repeat chest X-ray in 6 weeks.\"\n }\n}" response = http.request(request) puts response.read_body ``` ```java A summary for the primary care physician import com.mashape.unirest.http.HttpResponse; import com.mashape.unirest.http.Unirest; HttpResponse response = Unirest.post("https://summarize.emtelligent.com/v1/jobs") .header("Authorization", "Bearer ") .header("Content-Type", "application/json") .body("{\n \"prompt\": \"Summarize the hospital course, active problems and discharge medications for the primary care physician, in under 120 words.\",\n \"document\": {\n \"text\": \"DISCHARGE SUMMARY\\nAdmitted 2026-09-02 with community-acquired pneumonia of the right lower lobe. History of type 2 diabetes mellitus and hypertension. Treated with IV ceftriaxone and azithromycin, switched to oral amoxicillin-clavulanate on day 3. Blood glucose was poorly controlled on admission (HbA1c 8.9%); metformin was increased to 1000 mg twice daily. Afebrile for 48 hours, oxygen saturation 96% on room air at discharge on 2026-09-06.\\nDischarge medications: amoxicillin-clavulanate 875/125 mg twice daily for 4 more days; metformin 1000 mg twice daily; lisinopril 10 mg daily.\\nFollow-up: primary care in 1 week; repeat chest X-ray in 6 weeks.\"\n }\n}") .asString(); ``` ```php A summary for the primary care physician request('POST', 'https://summarize.emtelligent.com/v1/jobs', [ 'body' => '{ "prompt": "Summarize the hospital course, active problems and discharge medications for the primary care physician, in under 120 words.", "document": { "text": "DISCHARGE SUMMARY\\nAdmitted 2026-09-02 with community-acquired pneumonia of the right lower lobe. History of type 2 diabetes mellitus and hypertension. Treated with IV ceftriaxone and azithromycin, switched to oral amoxicillin-clavulanate on day 3. Blood glucose was poorly controlled on admission (HbA1c 8.9%); metformin was increased to 1000 mg twice daily. Afebrile for 48 hours, oxygen saturation 96% on room air at discharge on 2026-09-06.\\nDischarge medications: amoxicillin-clavulanate 875/125 mg twice daily for 4 more days; metformin 1000 mg twice daily; lisinopril 10 mg daily.\\nFollow-up: primary care in 1 week; repeat chest X-ray in 6 weeks." } }', 'headers' => [ 'Authorization' => 'Bearer ', 'Content-Type' => 'application/json', ], ]); echo $response->getBody(); ``` ```csharp A summary for the primary care physician using RestSharp; var client = new RestClient("https://summarize.emtelligent.com/v1/jobs"); var request = new RestRequest(Method.POST); request.AddHeader("Authorization", "Bearer "); request.AddHeader("Content-Type", "application/json"); request.AddParameter("application/json", "{\n \"prompt\": \"Summarize the hospital course, active problems and discharge medications for the primary care physician, in under 120 words.\",\n \"document\": {\n \"text\": \"DISCHARGE SUMMARY\\nAdmitted 2026-09-02 with community-acquired pneumonia of the right lower lobe. History of type 2 diabetes mellitus and hypertension. Treated with IV ceftriaxone and azithromycin, switched to oral amoxicillin-clavulanate on day 3. Blood glucose was poorly controlled on admission (HbA1c 8.9%); metformin was increased to 1000 mg twice daily. Afebrile for 48 hours, oxygen saturation 96% on room air at discharge on 2026-09-06.\\nDischarge medications: amoxicillin-clavulanate 875/125 mg twice daily for 4 more days; metformin 1000 mg twice daily; lisinopril 10 mg daily.\\nFollow-up: primary care in 1 week; repeat chest X-ray in 6 weeks.\"\n }\n}", ParameterType.RequestBody); IRestResponse response = client.Execute(request); ``` ```swift A summary for the primary care physician import Foundation let headers = [ "Authorization": "Bearer ", "Content-Type": "application/json" ] let parameters = [ "prompt": "Summarize the hospital course, active problems and discharge medications for the primary care physician, in under 120 words.", "document": ["text": "DISCHARGE SUMMARY Admitted 2026-09-02 with community-acquired pneumonia of the right lower lobe. History of type 2 diabetes mellitus and hypertension. Treated with IV ceftriaxone and azithromycin, switched to oral amoxicillin-clavulanate on day 3. Blood glucose was poorly controlled on admission (HbA1c 8.9%); metformin was increased to 1000 mg twice daily. Afebrile for 48 hours, oxygen saturation 96% on room air at discharge on 2026-09-06. Discharge medications: amoxicillin-clavulanate 875/125 mg twice daily for 4 more days; metformin 1000 mg twice daily; lisinopril 10 mg daily. Follow-up: primary care in 1 week; repeat chest X-ray in 6 weeks."] ] as [String : Any] let postData = JSONSerialization.data(withJSONObject: parameters, options: []) let request = NSMutableURLRequest(url: NSURL(string: "https://summarize.emtelligent.com/v1/jobs")! as URL, cachePolicy: .useProtocolCachePolicy, timeoutInterval: 10.0) request.httpMethod = "POST" request.allHTTPHeaderFields = headers request.httpBody = postData as Data let session = URLSession.shared let dataTask = session.dataTask(with: request as URLRequest, completionHandler: { (data, response, error) -> Void in if (error != nil) { print(error as Any) } else { let httpResponse = response as? HTTPURLResponse print(httpResponse) } }) dataTask.resume() ``` ### A summary for the primary care physician **Request** ```json { "prompt": "Summarize the hospital course, active problems and discharge medications for the primary care physician, in under 120 words.", "document": { "text": "DISCHARGE SUMMARY\nAdmitted 2026-09-02 with community-acquired pneumonia of the right lower lobe. History of type 2 diabetes mellitus and hypertension. Treated with IV ceftriaxone and azithromycin, switched to oral amoxicillin-clavulanate on day 3. Blood glucose was poorly controlled on admission (HbA1c 8.9%); metformin was increased to 1000 mg twice daily. Afebrile for 48 hours, oxygen saturation 96% on room air at discharge on 2026-09-06.\nDischarge medications: amoxicillin-clavulanate 875/125 mg twice daily for 4 more days; metformin 1000 mg twice daily; lisinopril 10 mg daily.\nFollow-up: primary care in 1 week; repeat chest X-ray in 6 weeks." } } ``` **Response** ```json { "id": "job_c98217191c6fa760bb01bea8", "type": "summary", "status": "queued", "created_at": "2026-10-17T23:49:11Z", "expires_at": "2026-10-18T23:49:11Z", "result_available": false } ``` **SDK Code** ```python A summary for the primary care physician import requests url = "https://summarize.emtelligent.com/v1/jobs" payload = { "prompt": "Summarize the hospital course, active problems and discharge medications for the primary care physician, in under 120 words.", "document": { "text": "DISCHARGE SUMMARY Admitted 2026-09-02 with community-acquired pneumonia of the right lower lobe. History of type 2 diabetes mellitus and hypertension. Treated with IV ceftriaxone and azithromycin, switched to oral amoxicillin-clavulanate on day 3. Blood glucose was poorly controlled on admission (HbA1c 8.9%); metformin was increased to 1000 mg twice daily. Afebrile for 48 hours, oxygen saturation 96% on room air at discharge on 2026-09-06. Discharge medications: amoxicillin-clavulanate 875/125 mg twice daily for 4 more days; metformin 1000 mg twice daily; lisinopril 10 mg daily. Follow-up: primary care in 1 week; repeat chest X-ray in 6 weeks." } } headers = { "Authorization": "Bearer ", "Content-Type": "application/json" } response = requests.post(url, json=payload, headers=headers) print(response.json()) ``` ```javascript A summary for the primary care physician const url = 'https://summarize.emtelligent.com/v1/jobs'; const options = { method: 'POST', headers: {Authorization: 'Bearer ', 'Content-Type': 'application/json'}, body: '{"prompt":"Summarize the hospital course, active problems and discharge medications for the primary care physician, in under 120 words.","document":{"text":"DISCHARGE SUMMARY\nAdmitted 2026-09-02 with community-acquired pneumonia of the right lower lobe. History of type 2 diabetes mellitus and hypertension. Treated with IV ceftriaxone and azithromycin, switched to oral amoxicillin-clavulanate on day 3. Blood glucose was poorly controlled on admission (HbA1c 8.9%); metformin was increased to 1000 mg twice daily. Afebrile for 48 hours, oxygen saturation 96% on room air at discharge on 2026-09-06.\nDischarge medications: amoxicillin-clavulanate 875/125 mg twice daily for 4 more days; metformin 1000 mg twice daily; lisinopril 10 mg daily.\nFollow-up: primary care in 1 week; repeat chest X-ray in 6 weeks."}}' }; try { const response = await fetch(url, options); const data = await response.json(); console.log(data); } catch (error) { console.error(error); } ``` ```go A summary for the primary care physician package main import ( "fmt" "strings" "net/http" "io" ) func main() { url := "https://summarize.emtelligent.com/v1/jobs" payload := strings.NewReader("{\n \"prompt\": \"Summarize the hospital course, active problems and discharge medications for the primary care physician, in under 120 words.\",\n \"document\": {\n \"text\": \"DISCHARGE SUMMARY\\nAdmitted 2026-09-02 with community-acquired pneumonia of the right lower lobe. History of type 2 diabetes mellitus and hypertension. Treated with IV ceftriaxone and azithromycin, switched to oral amoxicillin-clavulanate on day 3. Blood glucose was poorly controlled on admission (HbA1c 8.9%); metformin was increased to 1000 mg twice daily. Afebrile for 48 hours, oxygen saturation 96% on room air at discharge on 2026-09-06.\\nDischarge medications: amoxicillin-clavulanate 875/125 mg twice daily for 4 more days; metformin 1000 mg twice daily; lisinopril 10 mg daily.\\nFollow-up: primary care in 1 week; repeat chest X-ray in 6 weeks.\"\n }\n}") req, _ := http.NewRequest("POST", url, payload) req.Header.Add("Authorization", "Bearer ") req.Header.Add("Content-Type", "application/json") res, _ := http.DefaultClient.Do(req) defer res.Body.Close() body, _ := io.ReadAll(res.Body) fmt.Println(res) fmt.Println(string(body)) } ``` ```ruby A summary for the primary care physician require 'uri' require 'net/http' url = URI("https://summarize.emtelligent.com/v1/jobs") http = Net::HTTP.new(url.host, url.port) http.use_ssl = true request = Net::HTTP::Post.new(url) request["Authorization"] = 'Bearer ' request["Content-Type"] = 'application/json' request.body = "{\n \"prompt\": \"Summarize the hospital course, active problems and discharge medications for the primary care physician, in under 120 words.\",\n \"document\": {\n \"text\": \"DISCHARGE SUMMARY\\nAdmitted 2026-09-02 with community-acquired pneumonia of the right lower lobe. History of type 2 diabetes mellitus and hypertension. Treated with IV ceftriaxone and azithromycin, switched to oral amoxicillin-clavulanate on day 3. Blood glucose was poorly controlled on admission (HbA1c 8.9%); metformin was increased to 1000 mg twice daily. Afebrile for 48 hours, oxygen saturation 96% on room air at discharge on 2026-09-06.\\nDischarge medications: amoxicillin-clavulanate 875/125 mg twice daily for 4 more days; metformin 1000 mg twice daily; lisinopril 10 mg daily.\\nFollow-up: primary care in 1 week; repeat chest X-ray in 6 weeks.\"\n }\n}" response = http.request(request) puts response.read_body ``` ```java A summary for the primary care physician import com.mashape.unirest.http.HttpResponse; import com.mashape.unirest.http.Unirest; HttpResponse response = Unirest.post("https://summarize.emtelligent.com/v1/jobs") .header("Authorization", "Bearer ") .header("Content-Type", "application/json") .body("{\n \"prompt\": \"Summarize the hospital course, active problems and discharge medications for the primary care physician, in under 120 words.\",\n \"document\": {\n \"text\": \"DISCHARGE SUMMARY\\nAdmitted 2026-09-02 with community-acquired pneumonia of the right lower lobe. History of type 2 diabetes mellitus and hypertension. Treated with IV ceftriaxone and azithromycin, switched to oral amoxicillin-clavulanate on day 3. Blood glucose was poorly controlled on admission (HbA1c 8.9%); metformin was increased to 1000 mg twice daily. Afebrile for 48 hours, oxygen saturation 96% on room air at discharge on 2026-09-06.\\nDischarge medications: amoxicillin-clavulanate 875/125 mg twice daily for 4 more days; metformin 1000 mg twice daily; lisinopril 10 mg daily.\\nFollow-up: primary care in 1 week; repeat chest X-ray in 6 weeks.\"\n }\n}") .asString(); ``` ```php A summary for the primary care physician request('POST', 'https://summarize.emtelligent.com/v1/jobs', [ 'body' => '{ "prompt": "Summarize the hospital course, active problems and discharge medications for the primary care physician, in under 120 words.", "document": { "text": "DISCHARGE SUMMARY\\nAdmitted 2026-09-02 with community-acquired pneumonia of the right lower lobe. History of type 2 diabetes mellitus and hypertension. Treated with IV ceftriaxone and azithromycin, switched to oral amoxicillin-clavulanate on day 3. Blood glucose was poorly controlled on admission (HbA1c 8.9%); metformin was increased to 1000 mg twice daily. Afebrile for 48 hours, oxygen saturation 96% on room air at discharge on 2026-09-06.\\nDischarge medications: amoxicillin-clavulanate 875/125 mg twice daily for 4 more days; metformin 1000 mg twice daily; lisinopril 10 mg daily.\\nFollow-up: primary care in 1 week; repeat chest X-ray in 6 weeks." } }', 'headers' => [ 'Authorization' => 'Bearer ', 'Content-Type' => 'application/json', ], ]); echo $response->getBody(); ``` ```csharp A summary for the primary care physician using RestSharp; var client = new RestClient("https://summarize.emtelligent.com/v1/jobs"); var request = new RestRequest(Method.POST); request.AddHeader("Authorization", "Bearer "); request.AddHeader("Content-Type", "application/json"); request.AddParameter("application/json", "{\n \"prompt\": \"Summarize the hospital course, active problems and discharge medications for the primary care physician, in under 120 words.\",\n \"document\": {\n \"text\": \"DISCHARGE SUMMARY\\nAdmitted 2026-09-02 with community-acquired pneumonia of the right lower lobe. History of type 2 diabetes mellitus and hypertension. Treated with IV ceftriaxone and azithromycin, switched to oral amoxicillin-clavulanate on day 3. Blood glucose was poorly controlled on admission (HbA1c 8.9%); metformin was increased to 1000 mg twice daily. Afebrile for 48 hours, oxygen saturation 96% on room air at discharge on 2026-09-06.\\nDischarge medications: amoxicillin-clavulanate 875/125 mg twice daily for 4 more days; metformin 1000 mg twice daily; lisinopril 10 mg daily.\\nFollow-up: primary care in 1 week; repeat chest X-ray in 6 weeks.\"\n }\n}", ParameterType.RequestBody); IRestResponse response = client.Execute(request); ``` ```swift A summary for the primary care physician import Foundation let headers = [ "Authorization": "Bearer ", "Content-Type": "application/json" ] let parameters = [ "prompt": "Summarize the hospital course, active problems and discharge medications for the primary care physician, in under 120 words.", "document": ["text": "DISCHARGE SUMMARY Admitted 2026-09-02 with community-acquired pneumonia of the right lower lobe. History of type 2 diabetes mellitus and hypertension. Treated with IV ceftriaxone and azithromycin, switched to oral amoxicillin-clavulanate on day 3. Blood glucose was poorly controlled on admission (HbA1c 8.9%); metformin was increased to 1000 mg twice daily. Afebrile for 48 hours, oxygen saturation 96% on room air at discharge on 2026-09-06. Discharge medications: amoxicillin-clavulanate 875/125 mg twice daily for 4 more days; metformin 1000 mg twice daily; lisinopril 10 mg daily. Follow-up: primary care in 1 week; repeat chest X-ray in 6 weeks."] ] as [String : Any] let postData = JSONSerialization.data(withJSONObject: parameters, options: []) let request = NSMutableURLRequest(url: NSURL(string: "https://summarize.emtelligent.com/v1/jobs")! as URL, cachePolicy: .useProtocolCachePolicy, timeoutInterval: 10.0) request.httpMethod = "POST" request.allHTTPHeaderFields = headers request.httpBody = postData as Data let session = URLSession.shared let dataTask = session.dataTask(with: request as URLRequest, completionHandler: { (data, response, error) -> Void in if (error != nil) { print(error as Any) } else { let httpResponse = response as? HTTPURLResponse print(httpResponse) } }) dataTask.resume() ``` ### Several documents about one patient **Request** ```json { "prompt": "Summarize the course since admission and the current plan for the cardiology referral.", "documents": [ { "text": "DISCHARGE SUMMARY\nAdmitted 2026-09-02 with community-acquired pneumonia of the right lower lobe. History of type 2 diabetes mellitus and hypertension. Treated with IV ceftriaxone and azithromycin, switched to oral amoxicillin-clavulanate on day 3. Blood glucose was poorly controlled on admission (HbA1c 8.9%); metformin was increased to 1000 mg twice daily. Afebrile for 48 hours, oxygen saturation 96% on room air at discharge on 2026-09-06.\nDischarge medications: amoxicillin-clavulanate 875/125 mg twice daily for 4 more days; metformin 1000 mg twice daily; lisinopril 10 mg daily.\nFollow-up: primary care in 1 week; repeat chest X-ray in 6 weeks.", "id": "discharge", "chart_date": "2026-09-14" }, { "text": "Clinic follow-up. Breathing improved, no edema. Weight down 2 kg. Continue furosemide 40 mg daily; recheck potassium in one week.", "id": "clinic-follow-up", "chart_date": "2026-10-02" } ], "patient": { "dob": "1958-04-11" } } ``` **Response** ```json { "id": "job_6499ca86b4c619a3ba63f8e7", "type": "summary", "status": "queued", "created_at": "2026-10-17T23:49:11Z", "expires_at": "2026-10-18T23:49:11Z", "result_available": false } ``` **SDK Code** ```python Several documents about one patient import requests url = "https://summarize.emtelligent.com/v1/jobs" payload = { "prompt": "Summarize the course since admission and the current plan for the cardiology referral.", "documents": [ { "text": "DISCHARGE SUMMARY Admitted 2026-09-02 with community-acquired pneumonia of the right lower lobe. History of type 2 diabetes mellitus and hypertension. Treated with IV ceftriaxone and azithromycin, switched to oral amoxicillin-clavulanate on day 3. Blood glucose was poorly controlled on admission (HbA1c 8.9%); metformin was increased to 1000 mg twice daily. Afebrile for 48 hours, oxygen saturation 96% on room air at discharge on 2026-09-06. Discharge medications: amoxicillin-clavulanate 875/125 mg twice daily for 4 more days; metformin 1000 mg twice daily; lisinopril 10 mg daily. Follow-up: primary care in 1 week; repeat chest X-ray in 6 weeks.", "id": "discharge", "chart_date": "2026-09-14" }, { "text": "Clinic follow-up. Breathing improved, no edema. Weight down 2 kg. Continue furosemide 40 mg daily; recheck potassium in one week.", "id": "clinic-follow-up", "chart_date": "2026-10-02" } ], "patient": { "dob": "1958-04-11" } } headers = { "Authorization": "Bearer ", "Content-Type": "application/json" } response = requests.post(url, json=payload, headers=headers) print(response.json()) ``` ```javascript Several documents about one patient const url = 'https://summarize.emtelligent.com/v1/jobs'; const options = { method: 'POST', headers: {Authorization: 'Bearer ', 'Content-Type': 'application/json'}, body: '{"prompt":"Summarize the course since admission and the current plan for the cardiology referral.","documents":[{"text":"DISCHARGE SUMMARY\nAdmitted 2026-09-02 with community-acquired pneumonia of the right lower lobe. History of type 2 diabetes mellitus and hypertension. Treated with IV ceftriaxone and azithromycin, switched to oral amoxicillin-clavulanate on day 3. Blood glucose was poorly controlled on admission (HbA1c 8.9%); metformin was increased to 1000 mg twice daily. Afebrile for 48 hours, oxygen saturation 96% on room air at discharge on 2026-09-06.\nDischarge medications: amoxicillin-clavulanate 875/125 mg twice daily for 4 more days; metformin 1000 mg twice daily; lisinopril 10 mg daily.\nFollow-up: primary care in 1 week; repeat chest X-ray in 6 weeks.","id":"discharge","chart_date":"2026-09-14"},{"text":"Clinic follow-up. Breathing improved, no edema. Weight down 2 kg. Continue furosemide 40 mg daily; recheck potassium in one week.","id":"clinic-follow-up","chart_date":"2026-10-02"}],"patient":{"dob":"1958-04-11"}}' }; try { const response = await fetch(url, options); const data = await response.json(); console.log(data); } catch (error) { console.error(error); } ``` ```go Several documents about one patient package main import ( "fmt" "strings" "net/http" "io" ) func main() { url := "https://summarize.emtelligent.com/v1/jobs" payload := strings.NewReader("{\n \"prompt\": \"Summarize the course since admission and the current plan for the cardiology referral.\",\n \"documents\": [\n {\n \"text\": \"DISCHARGE SUMMARY\\nAdmitted 2026-09-02 with community-acquired pneumonia of the right lower lobe. History of type 2 diabetes mellitus and hypertension. Treated with IV ceftriaxone and azithromycin, switched to oral amoxicillin-clavulanate on day 3. Blood glucose was poorly controlled on admission (HbA1c 8.9%); metformin was increased to 1000 mg twice daily. Afebrile for 48 hours, oxygen saturation 96% on room air at discharge on 2026-09-06.\\nDischarge medications: amoxicillin-clavulanate 875/125 mg twice daily for 4 more days; metformin 1000 mg twice daily; lisinopril 10 mg daily.\\nFollow-up: primary care in 1 week; repeat chest X-ray in 6 weeks.\",\n \"id\": \"discharge\",\n \"chart_date\": \"2026-09-14\"\n },\n {\n \"text\": \"Clinic follow-up. Breathing improved, no edema. Weight down 2 kg. Continue furosemide 40 mg daily; recheck potassium in one week.\",\n \"id\": \"clinic-follow-up\",\n \"chart_date\": \"2026-10-02\"\n }\n ],\n \"patient\": {\n \"dob\": \"1958-04-11\"\n }\n}") req, _ := http.NewRequest("POST", url, payload) req.Header.Add("Authorization", "Bearer ") req.Header.Add("Content-Type", "application/json") res, _ := http.DefaultClient.Do(req) defer res.Body.Close() body, _ := io.ReadAll(res.Body) fmt.Println(res) fmt.Println(string(body)) } ``` ```ruby Several documents about one patient require 'uri' require 'net/http' url = URI("https://summarize.emtelligent.com/v1/jobs") http = Net::HTTP.new(url.host, url.port) http.use_ssl = true request = Net::HTTP::Post.new(url) request["Authorization"] = 'Bearer ' request["Content-Type"] = 'application/json' request.body = "{\n \"prompt\": \"Summarize the course since admission and the current plan for the cardiology referral.\",\n \"documents\": [\n {\n \"text\": \"DISCHARGE SUMMARY\\nAdmitted 2026-09-02 with community-acquired pneumonia of the right lower lobe. History of type 2 diabetes mellitus and hypertension. Treated with IV ceftriaxone and azithromycin, switched to oral amoxicillin-clavulanate on day 3. Blood glucose was poorly controlled on admission (HbA1c 8.9%); metformin was increased to 1000 mg twice daily. Afebrile for 48 hours, oxygen saturation 96% on room air at discharge on 2026-09-06.\\nDischarge medications: amoxicillin-clavulanate 875/125 mg twice daily for 4 more days; metformin 1000 mg twice daily; lisinopril 10 mg daily.\\nFollow-up: primary care in 1 week; repeat chest X-ray in 6 weeks.\",\n \"id\": \"discharge\",\n \"chart_date\": \"2026-09-14\"\n },\n {\n \"text\": \"Clinic follow-up. Breathing improved, no edema. Weight down 2 kg. Continue furosemide 40 mg daily; recheck potassium in one week.\",\n \"id\": \"clinic-follow-up\",\n \"chart_date\": \"2026-10-02\"\n }\n ],\n \"patient\": {\n \"dob\": \"1958-04-11\"\n }\n}" response = http.request(request) puts response.read_body ``` ```java Several documents about one patient import com.mashape.unirest.http.HttpResponse; import com.mashape.unirest.http.Unirest; HttpResponse response = Unirest.post("https://summarize.emtelligent.com/v1/jobs") .header("Authorization", "Bearer ") .header("Content-Type", "application/json") .body("{\n \"prompt\": \"Summarize the course since admission and the current plan for the cardiology referral.\",\n \"documents\": [\n {\n \"text\": \"DISCHARGE SUMMARY\\nAdmitted 2026-09-02 with community-acquired pneumonia of the right lower lobe. History of type 2 diabetes mellitus and hypertension. Treated with IV ceftriaxone and azithromycin, switched to oral amoxicillin-clavulanate on day 3. Blood glucose was poorly controlled on admission (HbA1c 8.9%); metformin was increased to 1000 mg twice daily. Afebrile for 48 hours, oxygen saturation 96% on room air at discharge on 2026-09-06.\\nDischarge medications: amoxicillin-clavulanate 875/125 mg twice daily for 4 more days; metformin 1000 mg twice daily; lisinopril 10 mg daily.\\nFollow-up: primary care in 1 week; repeat chest X-ray in 6 weeks.\",\n \"id\": \"discharge\",\n \"chart_date\": \"2026-09-14\"\n },\n {\n \"text\": \"Clinic follow-up. Breathing improved, no edema. Weight down 2 kg. Continue furosemide 40 mg daily; recheck potassium in one week.\",\n \"id\": \"clinic-follow-up\",\n \"chart_date\": \"2026-10-02\"\n }\n ],\n \"patient\": {\n \"dob\": \"1958-04-11\"\n }\n}") .asString(); ``` ```php Several documents about one patient request('POST', 'https://summarize.emtelligent.com/v1/jobs', [ 'body' => '{ "prompt": "Summarize the course since admission and the current plan for the cardiology referral.", "documents": [ { "text": "DISCHARGE SUMMARY\\nAdmitted 2026-09-02 with community-acquired pneumonia of the right lower lobe. History of type 2 diabetes mellitus and hypertension. Treated with IV ceftriaxone and azithromycin, switched to oral amoxicillin-clavulanate on day 3. Blood glucose was poorly controlled on admission (HbA1c 8.9%); metformin was increased to 1000 mg twice daily. Afebrile for 48 hours, oxygen saturation 96% on room air at discharge on 2026-09-06.\\nDischarge medications: amoxicillin-clavulanate 875/125 mg twice daily for 4 more days; metformin 1000 mg twice daily; lisinopril 10 mg daily.\\nFollow-up: primary care in 1 week; repeat chest X-ray in 6 weeks.", "id": "discharge", "chart_date": "2026-09-14" }, { "text": "Clinic follow-up. Breathing improved, no edema. Weight down 2 kg. Continue furosemide 40 mg daily; recheck potassium in one week.", "id": "clinic-follow-up", "chart_date": "2026-10-02" } ], "patient": { "dob": "1958-04-11" } }', 'headers' => [ 'Authorization' => 'Bearer ', 'Content-Type' => 'application/json', ], ]); echo $response->getBody(); ``` ```csharp Several documents about one patient using RestSharp; var client = new RestClient("https://summarize.emtelligent.com/v1/jobs"); var request = new RestRequest(Method.POST); request.AddHeader("Authorization", "Bearer "); request.AddHeader("Content-Type", "application/json"); request.AddParameter("application/json", "{\n \"prompt\": \"Summarize the course since admission and the current plan for the cardiology referral.\",\n \"documents\": [\n {\n \"text\": \"DISCHARGE SUMMARY\\nAdmitted 2026-09-02 with community-acquired pneumonia of the right lower lobe. History of type 2 diabetes mellitus and hypertension. Treated with IV ceftriaxone and azithromycin, switched to oral amoxicillin-clavulanate on day 3. Blood glucose was poorly controlled on admission (HbA1c 8.9%); metformin was increased to 1000 mg twice daily. Afebrile for 48 hours, oxygen saturation 96% on room air at discharge on 2026-09-06.\\nDischarge medications: amoxicillin-clavulanate 875/125 mg twice daily for 4 more days; metformin 1000 mg twice daily; lisinopril 10 mg daily.\\nFollow-up: primary care in 1 week; repeat chest X-ray in 6 weeks.\",\n \"id\": \"discharge\",\n \"chart_date\": \"2026-09-14\"\n },\n {\n \"text\": \"Clinic follow-up. Breathing improved, no edema. Weight down 2 kg. Continue furosemide 40 mg daily; recheck potassium in one week.\",\n \"id\": \"clinic-follow-up\",\n \"chart_date\": \"2026-10-02\"\n }\n ],\n \"patient\": {\n \"dob\": \"1958-04-11\"\n }\n}", ParameterType.RequestBody); IRestResponse response = client.Execute(request); ``` ```swift Several documents about one patient import Foundation let headers = [ "Authorization": "Bearer ", "Content-Type": "application/json" ] let parameters = [ "prompt": "Summarize the course since admission and the current plan for the cardiology referral.", "documents": [ [ "text": "DISCHARGE SUMMARY Admitted 2026-09-02 with community-acquired pneumonia of the right lower lobe. History of type 2 diabetes mellitus and hypertension. Treated with IV ceftriaxone and azithromycin, switched to oral amoxicillin-clavulanate on day 3. Blood glucose was poorly controlled on admission (HbA1c 8.9%); metformin was increased to 1000 mg twice daily. Afebrile for 48 hours, oxygen saturation 96% on room air at discharge on 2026-09-06. Discharge medications: amoxicillin-clavulanate 875/125 mg twice daily for 4 more days; metformin 1000 mg twice daily; lisinopril 10 mg daily. Follow-up: primary care in 1 week; repeat chest X-ray in 6 weeks.", "id": "discharge", "chart_date": "2026-09-14" ], [ "text": "Clinic follow-up. Breathing improved, no edema. Weight down 2 kg. Continue furosemide 40 mg daily; recheck potassium in one week.", "id": "clinic-follow-up", "chart_date": "2026-10-02" ] ], "patient": ["dob": "1958-04-11"] ] as [String : Any] let postData = JSONSerialization.data(withJSONObject: parameters, options: []) let request = NSMutableURLRequest(url: NSURL(string: "https://summarize.emtelligent.com/v1/jobs")! as URL, cachePolicy: .useProtocolCachePolicy, timeoutInterval: 10.0) request.httpMethod = "POST" request.allHTTPHeaderFields = headers request.httpBody = postData as Data let session = URLSession.shared let dataTask = session.dataTask(with: request as URLRequest, completionHandler: { (data, response, error) -> Void in if (error != nil) { print(error as Any) } else { let httpResponse = response as? HTTPURLResponse print(httpResponse) } }) dataTask.resume() ``` ### Documents from Prep's JSONL output **Request** ```json { "prompt": "Summarize the cardiac and pulmonary findings for a referral letter.", "prep_documents": [ { "id": "c9753dce15074d719c30ca4727721fa6-0001", "text": "ECG Report. Impression: Sinus bradycardia. Otherwise normal ECG.", "category": "Cardiology", "subcategory": "ECG", "chartdate": "2022-03-04", "subject_id": "11110001", "subject_dob": "1966-08-01 04:10:48" }, { "id": "c9753dce15074d719c30ca4727721fa6-0002", "text": "CT chest. Impression: Bibasilar fibrotic changes, unchanged.", "category": "Radiology", "subcategory": "CT", "chartdate": "2022-05-10", "subject_id": "11110001" } ] } ``` **Response** ```json { "id": "job_bcbcb46196ec8f669c89b44b", "type": "summary", "status": "queued", "created_at": "2026-10-17T23:49:11Z", "expires_at": "2026-10-18T23:49:11Z", "result_available": false } ``` **SDK Code** ```python Documents from Prep's JSONL output import requests url = "https://summarize.emtelligent.com/v1/jobs" payload = { "prompt": "Summarize the cardiac and pulmonary findings for a referral letter.", "prep_documents": [ { "id": "c9753dce15074d719c30ca4727721fa6-0001", "text": "ECG Report. Impression: Sinus bradycardia. Otherwise normal ECG.", "category": "Cardiology", "subcategory": "ECG", "chartdate": "2022-03-04", "subject_id": "11110001", "subject_dob": "1966-08-01 04:10:48" }, { "id": "c9753dce15074d719c30ca4727721fa6-0002", "text": "CT chest. Impression: Bibasilar fibrotic changes, unchanged.", "category": "Radiology", "subcategory": "CT", "chartdate": "2022-05-10", "subject_id": "11110001" } ] } headers = { "Authorization": "Bearer ", "Content-Type": "application/json" } response = requests.post(url, json=payload, headers=headers) print(response.json()) ``` ```javascript Documents from Prep's JSONL output const url = 'https://summarize.emtelligent.com/v1/jobs'; const options = { method: 'POST', headers: {Authorization: 'Bearer ', 'Content-Type': 'application/json'}, body: '{"prompt":"Summarize the cardiac and pulmonary findings for a referral letter.","prep_documents":[{"id":"c9753dce15074d719c30ca4727721fa6-0001","text":"ECG Report. Impression: Sinus bradycardia. Otherwise normal ECG.","category":"Cardiology","subcategory":"ECG","chartdate":"2022-03-04","subject_id":"11110001","subject_dob":"1966-08-01 04:10:48"},{"id":"c9753dce15074d719c30ca4727721fa6-0002","text":"CT chest. Impression: Bibasilar fibrotic changes, unchanged.","category":"Radiology","subcategory":"CT","chartdate":"2022-05-10","subject_id":"11110001"}]}' }; try { const response = await fetch(url, options); const data = await response.json(); console.log(data); } catch (error) { console.error(error); } ``` ```go Documents from Prep's JSONL output package main import ( "fmt" "strings" "net/http" "io" ) func main() { url := "https://summarize.emtelligent.com/v1/jobs" payload := strings.NewReader("{\n \"prompt\": \"Summarize the cardiac and pulmonary findings for a referral letter.\",\n \"prep_documents\": [\n {\n \"id\": \"c9753dce15074d719c30ca4727721fa6-0001\",\n \"text\": \"ECG Report. Impression: Sinus bradycardia. Otherwise normal ECG.\",\n \"category\": \"Cardiology\",\n \"subcategory\": \"ECG\",\n \"chartdate\": \"2022-03-04\",\n \"subject_id\": \"11110001\",\n \"subject_dob\": \"1966-08-01 04:10:48\"\n },\n {\n \"id\": \"c9753dce15074d719c30ca4727721fa6-0002\",\n \"text\": \"CT chest. Impression: Bibasilar fibrotic changes, unchanged.\",\n \"category\": \"Radiology\",\n \"subcategory\": \"CT\",\n \"chartdate\": \"2022-05-10\",\n \"subject_id\": \"11110001\"\n }\n ]\n}") req, _ := http.NewRequest("POST", url, payload) req.Header.Add("Authorization", "Bearer ") req.Header.Add("Content-Type", "application/json") res, _ := http.DefaultClient.Do(req) defer res.Body.Close() body, _ := io.ReadAll(res.Body) fmt.Println(res) fmt.Println(string(body)) } ``` ```ruby Documents from Prep's JSONL output require 'uri' require 'net/http' url = URI("https://summarize.emtelligent.com/v1/jobs") http = Net::HTTP.new(url.host, url.port) http.use_ssl = true request = Net::HTTP::Post.new(url) request["Authorization"] = 'Bearer ' request["Content-Type"] = 'application/json' request.body = "{\n \"prompt\": \"Summarize the cardiac and pulmonary findings for a referral letter.\",\n \"prep_documents\": [\n {\n \"id\": \"c9753dce15074d719c30ca4727721fa6-0001\",\n \"text\": \"ECG Report. Impression: Sinus bradycardia. Otherwise normal ECG.\",\n \"category\": \"Cardiology\",\n \"subcategory\": \"ECG\",\n \"chartdate\": \"2022-03-04\",\n \"subject_id\": \"11110001\",\n \"subject_dob\": \"1966-08-01 04:10:48\"\n },\n {\n \"id\": \"c9753dce15074d719c30ca4727721fa6-0002\",\n \"text\": \"CT chest. Impression: Bibasilar fibrotic changes, unchanged.\",\n \"category\": \"Radiology\",\n \"subcategory\": \"CT\",\n \"chartdate\": \"2022-05-10\",\n \"subject_id\": \"11110001\"\n }\n ]\n}" response = http.request(request) puts response.read_body ``` ```java Documents from Prep's JSONL output import com.mashape.unirest.http.HttpResponse; import com.mashape.unirest.http.Unirest; HttpResponse response = Unirest.post("https://summarize.emtelligent.com/v1/jobs") .header("Authorization", "Bearer ") .header("Content-Type", "application/json") .body("{\n \"prompt\": \"Summarize the cardiac and pulmonary findings for a referral letter.\",\n \"prep_documents\": [\n {\n \"id\": \"c9753dce15074d719c30ca4727721fa6-0001\",\n \"text\": \"ECG Report. Impression: Sinus bradycardia. Otherwise normal ECG.\",\n \"category\": \"Cardiology\",\n \"subcategory\": \"ECG\",\n \"chartdate\": \"2022-03-04\",\n \"subject_id\": \"11110001\",\n \"subject_dob\": \"1966-08-01 04:10:48\"\n },\n {\n \"id\": \"c9753dce15074d719c30ca4727721fa6-0002\",\n \"text\": \"CT chest. Impression: Bibasilar fibrotic changes, unchanged.\",\n \"category\": \"Radiology\",\n \"subcategory\": \"CT\",\n \"chartdate\": \"2022-05-10\",\n \"subject_id\": \"11110001\"\n }\n ]\n}") .asString(); ``` ```php Documents from Prep's JSONL output request('POST', 'https://summarize.emtelligent.com/v1/jobs', [ 'body' => '{ "prompt": "Summarize the cardiac and pulmonary findings for a referral letter.", "prep_documents": [ { "id": "c9753dce15074d719c30ca4727721fa6-0001", "text": "ECG Report. Impression: Sinus bradycardia. Otherwise normal ECG.", "category": "Cardiology", "subcategory": "ECG", "chartdate": "2022-03-04", "subject_id": "11110001", "subject_dob": "1966-08-01 04:10:48" }, { "id": "c9753dce15074d719c30ca4727721fa6-0002", "text": "CT chest. Impression: Bibasilar fibrotic changes, unchanged.", "category": "Radiology", "subcategory": "CT", "chartdate": "2022-05-10", "subject_id": "11110001" } ] }', 'headers' => [ 'Authorization' => 'Bearer ', 'Content-Type' => 'application/json', ], ]); echo $response->getBody(); ``` ```csharp Documents from Prep's JSONL output using RestSharp; var client = new RestClient("https://summarize.emtelligent.com/v1/jobs"); var request = new RestRequest(Method.POST); request.AddHeader("Authorization", "Bearer "); request.AddHeader("Content-Type", "application/json"); request.AddParameter("application/json", "{\n \"prompt\": \"Summarize the cardiac and pulmonary findings for a referral letter.\",\n \"prep_documents\": [\n {\n \"id\": \"c9753dce15074d719c30ca4727721fa6-0001\",\n \"text\": \"ECG Report. Impression: Sinus bradycardia. Otherwise normal ECG.\",\n \"category\": \"Cardiology\",\n \"subcategory\": \"ECG\",\n \"chartdate\": \"2022-03-04\",\n \"subject_id\": \"11110001\",\n \"subject_dob\": \"1966-08-01 04:10:48\"\n },\n {\n \"id\": \"c9753dce15074d719c30ca4727721fa6-0002\",\n \"text\": \"CT chest. Impression: Bibasilar fibrotic changes, unchanged.\",\n \"category\": \"Radiology\",\n \"subcategory\": \"CT\",\n \"chartdate\": \"2022-05-10\",\n \"subject_id\": \"11110001\"\n }\n ]\n}", ParameterType.RequestBody); IRestResponse response = client.Execute(request); ``` ```swift Documents from Prep's JSONL output import Foundation let headers = [ "Authorization": "Bearer ", "Content-Type": "application/json" ] let parameters = [ "prompt": "Summarize the cardiac and pulmonary findings for a referral letter.", "prep_documents": [ [ "id": "c9753dce15074d719c30ca4727721fa6-0001", "text": "ECG Report. Impression: Sinus bradycardia. Otherwise normal ECG.", "category": "Cardiology", "subcategory": "ECG", "chartdate": "2022-03-04", "subject_id": "11110001", "subject_dob": "1966-08-01 04:10:48" ], [ "id": "c9753dce15074d719c30ca4727721fa6-0002", "text": "CT chest. Impression: Bibasilar fibrotic changes, unchanged.", "category": "Radiology", "subcategory": "CT", "chartdate": "2022-05-10", "subject_id": "11110001" ] ] ] as [String : Any] let postData = JSONSerialization.data(withJSONObject: parameters, options: []) let request = NSMutableURLRequest(url: NSURL(string: "https://summarize.emtelligent.com/v1/jobs")! as URL, cachePolicy: .useProtocolCachePolicy, timeoutInterval: 10.0) request.httpMethod = "POST" request.allHTTPHeaderFields = headers request.httpBody = postData as Data let session = URLSession.shared let dataTask = session.dataTask(with: request as URLRequest, completionHandler: { (data, response, error) -> Void in if (error != nil) { print(error as Any) } else { let httpResponse = response as? HTTPURLResponse print(httpResponse) } }) dataTask.resume() ``` ### NLP API results you already have **Request** ```json { "prompt": "Summarize the cardiac findings.", "nlp_results": [ { "format": "emtellipro-json-2", "documents": [ { "attributes": { "category": { "value": "Cardiology" }, "subcategory": { "value": "ECG" } }, "concepts": { "snomed": [ { "concept_id": "49710005", "description": "Sinus bradycardia (disorder)", "label": "Csnomed0" } ] }, "entities": { "found": [ { "attributes": { "polarity": "asserted" }, "concept_links": [ "Csnomed0" ], "label": "E0", "spans": [ { "end": 29, "start": 12 } ], "text": [ "Sinus bradycardia" ] } ] }, "id": "ecg-1", "processing_status": "success", "relations": { "measurements": [] }, "text": "Impression: Sinus bradycardia." } ], "version": "2.37.0" } ], "document_metadata": { "ecg-1": { "chart_date": "2022-03-04" } } } ``` **Response** ```json { "id": "job_b1f79c7c0fd8feaa29a7726c", "type": "summary", "status": "queued", "created_at": "2026-10-17T23:49:11Z", "expires_at": "2026-10-18T23:49:11Z", "result_available": false } ``` **SDK Code** ```python NLP API results you already have import requests url = "https://summarize.emtelligent.com/v1/jobs" payload = { "prompt": "Summarize the cardiac findings.", "nlp_results": [ { "format": "emtellipro-json-2", "documents": [ { "attributes": { "category": { "value": "Cardiology" }, "subcategory": { "value": "ECG" } }, "concepts": { "snomed": [ { "concept_id": "49710005", "description": "Sinus bradycardia (disorder)", "label": "Csnomed0" } ] }, "entities": { "found": [ { "attributes": { "polarity": "asserted" }, "concept_links": ["Csnomed0"], "label": "E0", "spans": [ { "end": 29, "start": 12 } ], "text": ["Sinus bradycardia"] } ] }, "id": "ecg-1", "processing_status": "success", "relations": { "measurements": [] }, "text": "Impression: Sinus bradycardia." } ], "version": "2.37.0" } ], "document_metadata": { "ecg-1": { "chart_date": "2022-03-04" } } } headers = { "Authorization": "Bearer ", "Content-Type": "application/json" } response = requests.post(url, json=payload, headers=headers) print(response.json()) ``` ```javascript NLP API results you already have const url = 'https://summarize.emtelligent.com/v1/jobs'; const options = { method: 'POST', headers: {Authorization: 'Bearer ', 'Content-Type': 'application/json'}, body: '{"prompt":"Summarize the cardiac findings.","nlp_results":[{"format":"emtellipro-json-2","documents":[{"attributes":{"category":{"value":"Cardiology"},"subcategory":{"value":"ECG"}},"concepts":{"snomed":[{"concept_id":"49710005","description":"Sinus bradycardia (disorder)","label":"Csnomed0"}]},"entities":{"found":[{"attributes":{"polarity":"asserted"},"concept_links":["Csnomed0"],"label":"E0","spans":[{"end":29,"start":12}],"text":["Sinus bradycardia"]}]},"id":"ecg-1","processing_status":"success","relations":{"measurements":[]},"text":"Impression: Sinus bradycardia."}],"version":"2.37.0"}],"document_metadata":{"ecg-1":{"chart_date":"2022-03-04"}}}' }; try { const response = await fetch(url, options); const data = await response.json(); console.log(data); } catch (error) { console.error(error); } ``` ```go NLP API results you already have package main import ( "fmt" "strings" "net/http" "io" ) func main() { url := "https://summarize.emtelligent.com/v1/jobs" payload := strings.NewReader("{\n \"prompt\": \"Summarize the cardiac findings.\",\n \"nlp_results\": [\n {\n \"format\": \"emtellipro-json-2\",\n \"documents\": [\n {\n \"attributes\": {\n \"category\": {\n \"value\": \"Cardiology\"\n },\n \"subcategory\": {\n \"value\": \"ECG\"\n }\n },\n \"concepts\": {\n \"snomed\": [\n {\n \"concept_id\": \"49710005\",\n \"description\": \"Sinus bradycardia (disorder)\",\n \"label\": \"Csnomed0\"\n }\n ]\n },\n \"entities\": {\n \"found\": [\n {\n \"attributes\": {\n \"polarity\": \"asserted\"\n },\n \"concept_links\": [\n \"Csnomed0\"\n ],\n \"label\": \"E0\",\n \"spans\": [\n {\n \"end\": 29,\n \"start\": 12\n }\n ],\n \"text\": [\n \"Sinus bradycardia\"\n ]\n }\n ]\n },\n \"id\": \"ecg-1\",\n \"processing_status\": \"success\",\n \"relations\": {\n \"measurements\": []\n },\n \"text\": \"Impression: Sinus bradycardia.\"\n }\n ],\n \"version\": \"2.37.0\"\n }\n ],\n \"document_metadata\": {\n \"ecg-1\": {\n \"chart_date\": \"2022-03-04\"\n }\n }\n}") req, _ := http.NewRequest("POST", url, payload) req.Header.Add("Authorization", "Bearer ") req.Header.Add("Content-Type", "application/json") res, _ := http.DefaultClient.Do(req) defer res.Body.Close() body, _ := io.ReadAll(res.Body) fmt.Println(res) fmt.Println(string(body)) } ``` ```ruby NLP API results you already have require 'uri' require 'net/http' url = URI("https://summarize.emtelligent.com/v1/jobs") http = Net::HTTP.new(url.host, url.port) http.use_ssl = true request = Net::HTTP::Post.new(url) request["Authorization"] = 'Bearer ' request["Content-Type"] = 'application/json' request.body = "{\n \"prompt\": \"Summarize the cardiac findings.\",\n \"nlp_results\": [\n {\n \"format\": \"emtellipro-json-2\",\n \"documents\": [\n {\n \"attributes\": {\n \"category\": {\n \"value\": \"Cardiology\"\n },\n \"subcategory\": {\n \"value\": \"ECG\"\n }\n },\n \"concepts\": {\n \"snomed\": [\n {\n \"concept_id\": \"49710005\",\n \"description\": \"Sinus bradycardia (disorder)\",\n \"label\": \"Csnomed0\"\n }\n ]\n },\n \"entities\": {\n \"found\": [\n {\n \"attributes\": {\n \"polarity\": \"asserted\"\n },\n \"concept_links\": [\n \"Csnomed0\"\n ],\n \"label\": \"E0\",\n \"spans\": [\n {\n \"end\": 29,\n \"start\": 12\n }\n ],\n \"text\": [\n \"Sinus bradycardia\"\n ]\n }\n ]\n },\n \"id\": \"ecg-1\",\n \"processing_status\": \"success\",\n \"relations\": {\n \"measurements\": []\n },\n \"text\": \"Impression: Sinus bradycardia.\"\n }\n ],\n \"version\": \"2.37.0\"\n }\n ],\n \"document_metadata\": {\n \"ecg-1\": {\n \"chart_date\": \"2022-03-04\"\n }\n }\n}" response = http.request(request) puts response.read_body ``` ```java NLP API results you already have import com.mashape.unirest.http.HttpResponse; import com.mashape.unirest.http.Unirest; HttpResponse response = Unirest.post("https://summarize.emtelligent.com/v1/jobs") .header("Authorization", "Bearer ") .header("Content-Type", "application/json") .body("{\n \"prompt\": \"Summarize the cardiac findings.\",\n \"nlp_results\": [\n {\n \"format\": \"emtellipro-json-2\",\n \"documents\": [\n {\n \"attributes\": {\n \"category\": {\n \"value\": \"Cardiology\"\n },\n \"subcategory\": {\n \"value\": \"ECG\"\n }\n },\n \"concepts\": {\n \"snomed\": [\n {\n \"concept_id\": \"49710005\",\n \"description\": \"Sinus bradycardia (disorder)\",\n \"label\": \"Csnomed0\"\n }\n ]\n },\n \"entities\": {\n \"found\": [\n {\n \"attributes\": {\n \"polarity\": \"asserted\"\n },\n \"concept_links\": [\n \"Csnomed0\"\n ],\n \"label\": \"E0\",\n \"spans\": [\n {\n \"end\": 29,\n \"start\": 12\n }\n ],\n \"text\": [\n \"Sinus bradycardia\"\n ]\n }\n ]\n },\n \"id\": \"ecg-1\",\n \"processing_status\": \"success\",\n \"relations\": {\n \"measurements\": []\n },\n \"text\": \"Impression: Sinus bradycardia.\"\n }\n ],\n \"version\": \"2.37.0\"\n }\n ],\n \"document_metadata\": {\n \"ecg-1\": {\n \"chart_date\": \"2022-03-04\"\n }\n }\n}") .asString(); ``` ```php NLP API results you already have request('POST', 'https://summarize.emtelligent.com/v1/jobs', [ 'body' => '{ "prompt": "Summarize the cardiac findings.", "nlp_results": [ { "format": "emtellipro-json-2", "documents": [ { "attributes": { "category": { "value": "Cardiology" }, "subcategory": { "value": "ECG" } }, "concepts": { "snomed": [ { "concept_id": "49710005", "description": "Sinus bradycardia (disorder)", "label": "Csnomed0" } ] }, "entities": { "found": [ { "attributes": { "polarity": "asserted" }, "concept_links": [ "Csnomed0" ], "label": "E0", "spans": [ { "end": 29, "start": 12 } ], "text": [ "Sinus bradycardia" ] } ] }, "id": "ecg-1", "processing_status": "success", "relations": { "measurements": [] }, "text": "Impression: Sinus bradycardia." } ], "version": "2.37.0" } ], "document_metadata": { "ecg-1": { "chart_date": "2022-03-04" } } }', 'headers' => [ 'Authorization' => 'Bearer ', 'Content-Type' => 'application/json', ], ]); echo $response->getBody(); ``` ```csharp NLP API results you already have using RestSharp; var client = new RestClient("https://summarize.emtelligent.com/v1/jobs"); var request = new RestRequest(Method.POST); request.AddHeader("Authorization", "Bearer "); request.AddHeader("Content-Type", "application/json"); request.AddParameter("application/json", "{\n \"prompt\": \"Summarize the cardiac findings.\",\n \"nlp_results\": [\n {\n \"format\": \"emtellipro-json-2\",\n \"documents\": [\n {\n \"attributes\": {\n \"category\": {\n \"value\": \"Cardiology\"\n },\n \"subcategory\": {\n \"value\": \"ECG\"\n }\n },\n \"concepts\": {\n \"snomed\": [\n {\n \"concept_id\": \"49710005\",\n \"description\": \"Sinus bradycardia (disorder)\",\n \"label\": \"Csnomed0\"\n }\n ]\n },\n \"entities\": {\n \"found\": [\n {\n \"attributes\": {\n \"polarity\": \"asserted\"\n },\n \"concept_links\": [\n \"Csnomed0\"\n ],\n \"label\": \"E0\",\n \"spans\": [\n {\n \"end\": 29,\n \"start\": 12\n }\n ],\n \"text\": [\n \"Sinus bradycardia\"\n ]\n }\n ]\n },\n \"id\": \"ecg-1\",\n \"processing_status\": \"success\",\n \"relations\": {\n \"measurements\": []\n },\n \"text\": \"Impression: Sinus bradycardia.\"\n }\n ],\n \"version\": \"2.37.0\"\n }\n ],\n \"document_metadata\": {\n \"ecg-1\": {\n \"chart_date\": \"2022-03-04\"\n }\n }\n}", ParameterType.RequestBody); IRestResponse response = client.Execute(request); ``` ```swift NLP API results you already have import Foundation let headers = [ "Authorization": "Bearer ", "Content-Type": "application/json" ] let parameters = [ "prompt": "Summarize the cardiac findings.", "nlp_results": [ [ "format": "emtellipro-json-2", "documents": [ [ "attributes": [ "category": ["value": "Cardiology"], "subcategory": ["value": "ECG"] ], "concepts": ["snomed": [ [ "concept_id": "49710005", "description": "Sinus bradycardia (disorder)", "label": "Csnomed0" ] ]], "entities": ["found": [ [ "attributes": ["polarity": "asserted"], "concept_links": ["Csnomed0"], "label": "E0", "spans": [ [ "end": 29, "start": 12 ] ], "text": ["Sinus bradycardia"] ] ]], "id": "ecg-1", "processing_status": "success", "relations": ["measurements": []], "text": "Impression: Sinus bradycardia." ] ], "version": "2.37.0" ] ], "document_metadata": ["ecg-1": ["chart_date": "2022-03-04"]] ] as [String : Any] let postData = JSONSerialization.data(withJSONObject: parameters, options: []) let request = NSMutableURLRequest(url: NSURL(string: "https://summarize.emtelligent.com/v1/jobs")! as URL, cachePolicy: .useProtocolCachePolicy, timeoutInterval: 10.0) request.httpMethod = "POST" request.allHTTPHeaderFields = headers request.httpBody = postData as Data let session = URLSession.shared let dataTask = session.dataTask(with: request as URLRequest, completionHandler: { (data, response, error) -> Void in if (error != nil) { print(error as Any) } else { let httpResponse = response as? HTTPURLResponse print(httpResponse) } }) dataTask.resume() ``` ### A FHIR R4 bundle **Request** ```json { "prompt": "Summarize the admission and the diabetes control for the patient's GP.", "fhir_bundles": [ { "entry": [ { "fullUrl": "urn:uuid:patient-1", "resource": { "birthDate": "1958-04-11", "gender": "male", "id": "patient-1", "resourceType": "Patient" } }, { "fullUrl": "urn:uuid:note-1", "resource": { "content": [ { "attachment": { "contentType": "text/plain; charset=utf-8", "data": "RElTQ0hBUkdFIFNVTU1BUlkKQWRtaXR0ZWQgd2l0aCBjb21tdW5pdHktYWNxdWlyZWQgcG5ldW1vbmlhOyB0cmVhdGVkIHdpdGggY2VmdHJpYXhvbmUsIHN3aXRjaGVkIHRvIG9yYWwgYW1veGljaWxsaW4gb24gZGF5IDMuIEJhY2tncm91bmQ6IHR5cGUgMiBkaWFiZXRlcy4gRGlzY2hhcmdlZCBob21lIG9uIGRheSA0OyBHUCByZXZpZXcgaW4gb25lIHdlZWsuCg==" } } ], "date": "2026-09-14T10:00:00Z", "id": "note-1", "resourceType": "DocumentReference", "status": "current", "subject": { "reference": "urn:uuid:patient-1" }, "type": { "text": "Discharge Summary" } } }, { "fullUrl": "urn:uuid:condition-1", "resource": { "clinicalStatus": { "coding": [ { "code": "active" } ] }, "code": { "text": "Type 2 diabetes mellitus" }, "id": "condition-1", "resourceType": "Condition", "subject": { "reference": "urn:uuid:patient-1" } } }, { "fullUrl": "urn:uuid:obs-1", "resource": { "category": [ { "coding": [ { "code": "laboratory" } ] } ], "code": { "text": "Hemoglobin A1c" }, "effectiveDateTime": "2026-09-13", "id": "obs-1", "resourceType": "Observation", "status": "final", "subject": { "reference": "urn:uuid:patient-1" }, "valueQuantity": { "unit": "%", "value": 8.9 } } } ], "resourceType": "Bundle", "type": "transaction" } ] } ``` **Response** ```json { "id": "job_1b839958b49006cfeaf61df8", "type": "summary", "status": "queued", "created_at": "2026-10-17T23:49:11Z", "expires_at": "2026-10-18T23:49:11Z", "result_available": false } ``` **SDK Code** ```python A FHIR R4 bundle import requests url = "https://summarize.emtelligent.com/v1/jobs" payload = { "prompt": "Summarize the admission and the diabetes control for the patient's GP.", "fhir_bundles": [ { "entry": [ { "fullUrl": "urn:uuid:patient-1", "resource": { "birthDate": "1958-04-11", "gender": "male", "id": "patient-1", "resourceType": "Patient" } }, { "fullUrl": "urn:uuid:note-1", "resource": { "content": [{ "attachment": { "contentType": "text/plain; charset=utf-8", "data": "RElTQ0hBUkdFIFNVTU1BUlkKQWRtaXR0ZWQgd2l0aCBjb21tdW5pdHktYWNxdWlyZWQgcG5ldW1vbmlhOyB0cmVhdGVkIHdpdGggY2VmdHJpYXhvbmUsIHN3aXRjaGVkIHRvIG9yYWwgYW1veGljaWxsaW4gb24gZGF5IDMuIEJhY2tncm91bmQ6IHR5cGUgMiBkaWFiZXRlcy4gRGlzY2hhcmdlZCBob21lIG9uIGRheSA0OyBHUCByZXZpZXcgaW4gb25lIHdlZWsuCg==" } }], "date": "2026-09-14T10:00:00Z", "id": "note-1", "resourceType": "DocumentReference", "status": "current", "subject": { "reference": "urn:uuid:patient-1" }, "type": { "text": "Discharge Summary" } } }, { "fullUrl": "urn:uuid:condition-1", "resource": { "clinicalStatus": { "coding": [{ "code": "active" }] }, "code": { "text": "Type 2 diabetes mellitus" }, "id": "condition-1", "resourceType": "Condition", "subject": { "reference": "urn:uuid:patient-1" } } }, { "fullUrl": "urn:uuid:obs-1", "resource": { "category": [{ "coding": [{ "code": "laboratory" }] }], "code": { "text": "Hemoglobin A1c" }, "effectiveDateTime": "2026-09-13", "id": "obs-1", "resourceType": "Observation", "status": "final", "subject": { "reference": "urn:uuid:patient-1" }, "valueQuantity": { "unit": "%", "value": 8.9 } } } ], "resourceType": "Bundle", "type": "transaction" } ] } headers = { "Authorization": "Bearer ", "Content-Type": "application/json" } response = requests.post(url, json=payload, headers=headers) print(response.json()) ``` ```javascript A FHIR R4 bundle const url = 'https://summarize.emtelligent.com/v1/jobs'; const options = { method: 'POST', headers: {Authorization: 'Bearer ', 'Content-Type': 'application/json'}, body: '{"prompt":"Summarize the admission and the diabetes control for the patient\'s GP.","fhir_bundles":[{"entry":[{"fullUrl":"urn:uuid:patient-1","resource":{"birthDate":"1958-04-11","gender":"male","id":"patient-1","resourceType":"Patient"}},{"fullUrl":"urn:uuid:note-1","resource":{"content":[{"attachment":{"contentType":"text/plain; charset=utf-8","data":"RElTQ0hBUkdFIFNVTU1BUlkKQWRtaXR0ZWQgd2l0aCBjb21tdW5pdHktYWNxdWlyZWQgcG5ldW1vbmlhOyB0cmVhdGVkIHdpdGggY2VmdHJpYXhvbmUsIHN3aXRjaGVkIHRvIG9yYWwgYW1veGljaWxsaW4gb24gZGF5IDMuIEJhY2tncm91bmQ6IHR5cGUgMiBkaWFiZXRlcy4gRGlzY2hhcmdlZCBob21lIG9uIGRheSA0OyBHUCByZXZpZXcgaW4gb25lIHdlZWsuCg=="}}],"date":"2026-09-14T10:00:00Z","id":"note-1","resourceType":"DocumentReference","status":"current","subject":{"reference":"urn:uuid:patient-1"},"type":{"text":"Discharge Summary"}}},{"fullUrl":"urn:uuid:condition-1","resource":{"clinicalStatus":{"coding":[{"code":"active"}]},"code":{"text":"Type 2 diabetes mellitus"},"id":"condition-1","resourceType":"Condition","subject":{"reference":"urn:uuid:patient-1"}}},{"fullUrl":"urn:uuid:obs-1","resource":{"category":[{"coding":[{"code":"laboratory"}]}],"code":{"text":"Hemoglobin A1c"},"effectiveDateTime":"2026-09-13","id":"obs-1","resourceType":"Observation","status":"final","subject":{"reference":"urn:uuid:patient-1"},"valueQuantity":{"unit":"%","value":8.9}}}],"resourceType":"Bundle","type":"transaction"}]}' }; try { const response = await fetch(url, options); const data = await response.json(); console.log(data); } catch (error) { console.error(error); } ``` ```go A FHIR R4 bundle package main import ( "fmt" "strings" "net/http" "io" ) func main() { url := "https://summarize.emtelligent.com/v1/jobs" payload := strings.NewReader("{\n \"prompt\": \"Summarize the admission and the diabetes control for the patient's GP.\",\n \"fhir_bundles\": [\n {\n \"entry\": [\n {\n \"fullUrl\": \"urn:uuid:patient-1\",\n \"resource\": {\n \"birthDate\": \"1958-04-11\",\n \"gender\": \"male\",\n \"id\": \"patient-1\",\n \"resourceType\": \"Patient\"\n }\n },\n {\n \"fullUrl\": \"urn:uuid:note-1\",\n \"resource\": {\n \"content\": [\n {\n \"attachment\": {\n \"contentType\": \"text/plain; charset=utf-8\",\n \"data\": \"RElTQ0hBUkdFIFNVTU1BUlkKQWRtaXR0ZWQgd2l0aCBjb21tdW5pdHktYWNxdWlyZWQgcG5ldW1vbmlhOyB0cmVhdGVkIHdpdGggY2VmdHJpYXhvbmUsIHN3aXRjaGVkIHRvIG9yYWwgYW1veGljaWxsaW4gb24gZGF5IDMuIEJhY2tncm91bmQ6IHR5cGUgMiBkaWFiZXRlcy4gRGlzY2hhcmdlZCBob21lIG9uIGRheSA0OyBHUCByZXZpZXcgaW4gb25lIHdlZWsuCg==\"\n }\n }\n ],\n \"date\": \"2026-09-14T10:00:00Z\",\n \"id\": \"note-1\",\n \"resourceType\": \"DocumentReference\",\n \"status\": \"current\",\n \"subject\": {\n \"reference\": \"urn:uuid:patient-1\"\n },\n \"type\": {\n \"text\": \"Discharge Summary\"\n }\n }\n },\n {\n \"fullUrl\": \"urn:uuid:condition-1\",\n \"resource\": {\n \"clinicalStatus\": {\n \"coding\": [\n {\n \"code\": \"active\"\n }\n ]\n },\n \"code\": {\n \"text\": \"Type 2 diabetes mellitus\"\n },\n \"id\": \"condition-1\",\n \"resourceType\": \"Condition\",\n \"subject\": {\n \"reference\": \"urn:uuid:patient-1\"\n }\n }\n },\n {\n \"fullUrl\": \"urn:uuid:obs-1\",\n \"resource\": {\n \"category\": [\n {\n \"coding\": [\n {\n \"code\": \"laboratory\"\n }\n ]\n }\n ],\n \"code\": {\n \"text\": \"Hemoglobin A1c\"\n },\n \"effectiveDateTime\": \"2026-09-13\",\n \"id\": \"obs-1\",\n \"resourceType\": \"Observation\",\n \"status\": \"final\",\n \"subject\": {\n \"reference\": \"urn:uuid:patient-1\"\n },\n \"valueQuantity\": {\n \"unit\": \"%\",\n \"value\": 8.9\n }\n }\n }\n ],\n \"resourceType\": \"Bundle\",\n \"type\": \"transaction\"\n }\n ]\n}") req, _ := http.NewRequest("POST", url, payload) req.Header.Add("Authorization", "Bearer ") req.Header.Add("Content-Type", "application/json") res, _ := http.DefaultClient.Do(req) defer res.Body.Close() body, _ := io.ReadAll(res.Body) fmt.Println(res) fmt.Println(string(body)) } ``` ```ruby A FHIR R4 bundle require 'uri' require 'net/http' url = URI("https://summarize.emtelligent.com/v1/jobs") http = Net::HTTP.new(url.host, url.port) http.use_ssl = true request = Net::HTTP::Post.new(url) request["Authorization"] = 'Bearer ' request["Content-Type"] = 'application/json' request.body = "{\n \"prompt\": \"Summarize the admission and the diabetes control for the patient's GP.\",\n \"fhir_bundles\": [\n {\n \"entry\": [\n {\n \"fullUrl\": \"urn:uuid:patient-1\",\n \"resource\": {\n \"birthDate\": \"1958-04-11\",\n \"gender\": \"male\",\n \"id\": \"patient-1\",\n \"resourceType\": \"Patient\"\n }\n },\n {\n \"fullUrl\": \"urn:uuid:note-1\",\n \"resource\": {\n \"content\": [\n {\n \"attachment\": {\n \"contentType\": \"text/plain; charset=utf-8\",\n \"data\": \"RElTQ0hBUkdFIFNVTU1BUlkKQWRtaXR0ZWQgd2l0aCBjb21tdW5pdHktYWNxdWlyZWQgcG5ldW1vbmlhOyB0cmVhdGVkIHdpdGggY2VmdHJpYXhvbmUsIHN3aXRjaGVkIHRvIG9yYWwgYW1veGljaWxsaW4gb24gZGF5IDMuIEJhY2tncm91bmQ6IHR5cGUgMiBkaWFiZXRlcy4gRGlzY2hhcmdlZCBob21lIG9uIGRheSA0OyBHUCByZXZpZXcgaW4gb25lIHdlZWsuCg==\"\n }\n }\n ],\n \"date\": \"2026-09-14T10:00:00Z\",\n \"id\": \"note-1\",\n \"resourceType\": \"DocumentReference\",\n \"status\": \"current\",\n \"subject\": {\n \"reference\": \"urn:uuid:patient-1\"\n },\n \"type\": {\n \"text\": \"Discharge Summary\"\n }\n }\n },\n {\n \"fullUrl\": \"urn:uuid:condition-1\",\n \"resource\": {\n \"clinicalStatus\": {\n \"coding\": [\n {\n \"code\": \"active\"\n }\n ]\n },\n \"code\": {\n \"text\": \"Type 2 diabetes mellitus\"\n },\n \"id\": \"condition-1\",\n \"resourceType\": \"Condition\",\n \"subject\": {\n \"reference\": \"urn:uuid:patient-1\"\n }\n }\n },\n {\n \"fullUrl\": \"urn:uuid:obs-1\",\n \"resource\": {\n \"category\": [\n {\n \"coding\": [\n {\n \"code\": \"laboratory\"\n }\n ]\n }\n ],\n \"code\": {\n \"text\": \"Hemoglobin A1c\"\n },\n \"effectiveDateTime\": \"2026-09-13\",\n \"id\": \"obs-1\",\n \"resourceType\": \"Observation\",\n \"status\": \"final\",\n \"subject\": {\n \"reference\": \"urn:uuid:patient-1\"\n },\n \"valueQuantity\": {\n \"unit\": \"%\",\n \"value\": 8.9\n }\n }\n }\n ],\n \"resourceType\": \"Bundle\",\n \"type\": \"transaction\"\n }\n ]\n}" response = http.request(request) puts response.read_body ``` ```java A FHIR R4 bundle import com.mashape.unirest.http.HttpResponse; import com.mashape.unirest.http.Unirest; HttpResponse response = Unirest.post("https://summarize.emtelligent.com/v1/jobs") .header("Authorization", "Bearer ") .header("Content-Type", "application/json") .body("{\n \"prompt\": \"Summarize the admission and the diabetes control for the patient's GP.\",\n \"fhir_bundles\": [\n {\n \"entry\": [\n {\n \"fullUrl\": \"urn:uuid:patient-1\",\n \"resource\": {\n \"birthDate\": \"1958-04-11\",\n \"gender\": \"male\",\n \"id\": \"patient-1\",\n \"resourceType\": \"Patient\"\n }\n },\n {\n \"fullUrl\": \"urn:uuid:note-1\",\n \"resource\": {\n \"content\": [\n {\n \"attachment\": {\n \"contentType\": \"text/plain; charset=utf-8\",\n \"data\": \"RElTQ0hBUkdFIFNVTU1BUlkKQWRtaXR0ZWQgd2l0aCBjb21tdW5pdHktYWNxdWlyZWQgcG5ldW1vbmlhOyB0cmVhdGVkIHdpdGggY2VmdHJpYXhvbmUsIHN3aXRjaGVkIHRvIG9yYWwgYW1veGljaWxsaW4gb24gZGF5IDMuIEJhY2tncm91bmQ6IHR5cGUgMiBkaWFiZXRlcy4gRGlzY2hhcmdlZCBob21lIG9uIGRheSA0OyBHUCByZXZpZXcgaW4gb25lIHdlZWsuCg==\"\n }\n }\n ],\n \"date\": \"2026-09-14T10:00:00Z\",\n \"id\": \"note-1\",\n \"resourceType\": \"DocumentReference\",\n \"status\": \"current\",\n \"subject\": {\n \"reference\": \"urn:uuid:patient-1\"\n },\n \"type\": {\n \"text\": \"Discharge Summary\"\n }\n }\n },\n {\n \"fullUrl\": \"urn:uuid:condition-1\",\n \"resource\": {\n \"clinicalStatus\": {\n \"coding\": [\n {\n \"code\": \"active\"\n }\n ]\n },\n \"code\": {\n \"text\": \"Type 2 diabetes mellitus\"\n },\n \"id\": \"condition-1\",\n \"resourceType\": \"Condition\",\n \"subject\": {\n \"reference\": \"urn:uuid:patient-1\"\n }\n }\n },\n {\n \"fullUrl\": \"urn:uuid:obs-1\",\n \"resource\": {\n \"category\": [\n {\n \"coding\": [\n {\n \"code\": \"laboratory\"\n }\n ]\n }\n ],\n \"code\": {\n \"text\": \"Hemoglobin A1c\"\n },\n \"effectiveDateTime\": \"2026-09-13\",\n \"id\": \"obs-1\",\n \"resourceType\": \"Observation\",\n \"status\": \"final\",\n \"subject\": {\n \"reference\": \"urn:uuid:patient-1\"\n },\n \"valueQuantity\": {\n \"unit\": \"%\",\n \"value\": 8.9\n }\n }\n }\n ],\n \"resourceType\": \"Bundle\",\n \"type\": \"transaction\"\n }\n ]\n}") .asString(); ``` ```php A FHIR R4 bundle request('POST', 'https://summarize.emtelligent.com/v1/jobs', [ 'body' => '{ "prompt": "Summarize the admission and the diabetes control for the patient\'s GP.", "fhir_bundles": [ { "entry": [ { "fullUrl": "urn:uuid:patient-1", "resource": { "birthDate": "1958-04-11", "gender": "male", "id": "patient-1", "resourceType": "Patient" } }, { "fullUrl": "urn:uuid:note-1", "resource": { "content": [ { "attachment": { "contentType": "text/plain; charset=utf-8", "data": "RElTQ0hBUkdFIFNVTU1BUlkKQWRtaXR0ZWQgd2l0aCBjb21tdW5pdHktYWNxdWlyZWQgcG5ldW1vbmlhOyB0cmVhdGVkIHdpdGggY2VmdHJpYXhvbmUsIHN3aXRjaGVkIHRvIG9yYWwgYW1veGljaWxsaW4gb24gZGF5IDMuIEJhY2tncm91bmQ6IHR5cGUgMiBkaWFiZXRlcy4gRGlzY2hhcmdlZCBob21lIG9uIGRheSA0OyBHUCByZXZpZXcgaW4gb25lIHdlZWsuCg==" } } ], "date": "2026-09-14T10:00:00Z", "id": "note-1", "resourceType": "DocumentReference", "status": "current", "subject": { "reference": "urn:uuid:patient-1" }, "type": { "text": "Discharge Summary" } } }, { "fullUrl": "urn:uuid:condition-1", "resource": { "clinicalStatus": { "coding": [ { "code": "active" } ] }, "code": { "text": "Type 2 diabetes mellitus" }, "id": "condition-1", "resourceType": "Condition", "subject": { "reference": "urn:uuid:patient-1" } } }, { "fullUrl": "urn:uuid:obs-1", "resource": { "category": [ { "coding": [ { "code": "laboratory" } ] } ], "code": { "text": "Hemoglobin A1c" }, "effectiveDateTime": "2026-09-13", "id": "obs-1", "resourceType": "Observation", "status": "final", "subject": { "reference": "urn:uuid:patient-1" }, "valueQuantity": { "unit": "%", "value": 8.9 } } } ], "resourceType": "Bundle", "type": "transaction" } ] }', 'headers' => [ 'Authorization' => 'Bearer ', 'Content-Type' => 'application/json', ], ]); echo $response->getBody(); ``` ```csharp A FHIR R4 bundle using RestSharp; var client = new RestClient("https://summarize.emtelligent.com/v1/jobs"); var request = new RestRequest(Method.POST); request.AddHeader("Authorization", "Bearer "); request.AddHeader("Content-Type", "application/json"); request.AddParameter("application/json", "{\n \"prompt\": \"Summarize the admission and the diabetes control for the patient's GP.\",\n \"fhir_bundles\": [\n {\n \"entry\": [\n {\n \"fullUrl\": \"urn:uuid:patient-1\",\n \"resource\": {\n \"birthDate\": \"1958-04-11\",\n \"gender\": \"male\",\n \"id\": \"patient-1\",\n \"resourceType\": \"Patient\"\n }\n },\n {\n \"fullUrl\": \"urn:uuid:note-1\",\n \"resource\": {\n \"content\": [\n {\n \"attachment\": {\n \"contentType\": \"text/plain; charset=utf-8\",\n \"data\": \"RElTQ0hBUkdFIFNVTU1BUlkKQWRtaXR0ZWQgd2l0aCBjb21tdW5pdHktYWNxdWlyZWQgcG5ldW1vbmlhOyB0cmVhdGVkIHdpdGggY2VmdHJpYXhvbmUsIHN3aXRjaGVkIHRvIG9yYWwgYW1veGljaWxsaW4gb24gZGF5IDMuIEJhY2tncm91bmQ6IHR5cGUgMiBkaWFiZXRlcy4gRGlzY2hhcmdlZCBob21lIG9uIGRheSA0OyBHUCByZXZpZXcgaW4gb25lIHdlZWsuCg==\"\n }\n }\n ],\n \"date\": \"2026-09-14T10:00:00Z\",\n \"id\": \"note-1\",\n \"resourceType\": \"DocumentReference\",\n \"status\": \"current\",\n \"subject\": {\n \"reference\": \"urn:uuid:patient-1\"\n },\n \"type\": {\n \"text\": \"Discharge Summary\"\n }\n }\n },\n {\n \"fullUrl\": \"urn:uuid:condition-1\",\n \"resource\": {\n \"clinicalStatus\": {\n \"coding\": [\n {\n \"code\": \"active\"\n }\n ]\n },\n \"code\": {\n \"text\": \"Type 2 diabetes mellitus\"\n },\n \"id\": \"condition-1\",\n \"resourceType\": \"Condition\",\n \"subject\": {\n \"reference\": \"urn:uuid:patient-1\"\n }\n }\n },\n {\n \"fullUrl\": \"urn:uuid:obs-1\",\n \"resource\": {\n \"category\": [\n {\n \"coding\": [\n {\n \"code\": \"laboratory\"\n }\n ]\n }\n ],\n \"code\": {\n \"text\": \"Hemoglobin A1c\"\n },\n \"effectiveDateTime\": \"2026-09-13\",\n \"id\": \"obs-1\",\n \"resourceType\": \"Observation\",\n \"status\": \"final\",\n \"subject\": {\n \"reference\": \"urn:uuid:patient-1\"\n },\n \"valueQuantity\": {\n \"unit\": \"%\",\n \"value\": 8.9\n }\n }\n }\n ],\n \"resourceType\": \"Bundle\",\n \"type\": \"transaction\"\n }\n ]\n}", ParameterType.RequestBody); IRestResponse response = client.Execute(request); ``` ```swift A FHIR R4 bundle import Foundation let headers = [ "Authorization": "Bearer ", "Content-Type": "application/json" ] let parameters = [ "prompt": "Summarize the admission and the diabetes control for the patient's GP.", "fhir_bundles": [ [ "entry": [ [ "fullUrl": "urn:uuid:patient-1", "resource": [ "birthDate": "1958-04-11", "gender": "male", "id": "patient-1", "resourceType": "Patient" ] ], [ "fullUrl": "urn:uuid:note-1", "resource": [ "content": [["attachment": [ "contentType": "text/plain; charset=utf-8", "data": "RElTQ0hBUkdFIFNVTU1BUlkKQWRtaXR0ZWQgd2l0aCBjb21tdW5pdHktYWNxdWlyZWQgcG5ldW1vbmlhOyB0cmVhdGVkIHdpdGggY2VmdHJpYXhvbmUsIHN3aXRjaGVkIHRvIG9yYWwgYW1veGljaWxsaW4gb24gZGF5IDMuIEJhY2tncm91bmQ6IHR5cGUgMiBkaWFiZXRlcy4gRGlzY2hhcmdlZCBob21lIG9uIGRheSA0OyBHUCByZXZpZXcgaW4gb25lIHdlZWsuCg==" ]]], "date": "2026-09-14T10:00:00Z", "id": "note-1", "resourceType": "DocumentReference", "status": "current", "subject": ["reference": "urn:uuid:patient-1"], "type": ["text": "Discharge Summary"] ] ], [ "fullUrl": "urn:uuid:condition-1", "resource": [ "clinicalStatus": ["coding": [["code": "active"]]], "code": ["text": "Type 2 diabetes mellitus"], "id": "condition-1", "resourceType": "Condition", "subject": ["reference": "urn:uuid:patient-1"] ] ], [ "fullUrl": "urn:uuid:obs-1", "resource": [ "category": [["coding": [["code": "laboratory"]]]], "code": ["text": "Hemoglobin A1c"], "effectiveDateTime": "2026-09-13", "id": "obs-1", "resourceType": "Observation", "status": "final", "subject": ["reference": "urn:uuid:patient-1"], "valueQuantity": [ "unit": "%", "value": 8.9 ] ] ] ], "resourceType": "Bundle", "type": "transaction" ] ] ] as [String : Any] let postData = JSONSerialization.data(withJSONObject: parameters, options: []) let request = NSMutableURLRequest(url: NSURL(string: "https://summarize.emtelligent.com/v1/jobs")! as URL, cachePolicy: .useProtocolCachePolicy, timeoutInterval: 10.0) request.httpMethod = "POST" request.allHTTPHeaderFields = headers request.httpBody = postData as Data let session = URLSession.shared let dataTask = session.dataTask(with: request as URLRequest, completionHandler: { (data, response, error) -> Void in if (error != nil) { print(error as Any) } else { let httpResponse = response as? HTTPURLResponse print(httpResponse) } }) dataTask.resume() ```