Python
import os
from meibel import MeibelClient
client = MeibelClient(api_key=os.environ["MEIBEL_API_KEY"])
with open("invoice_2024_001.pdf", "rb") as file:
result = client.documents.transform(file=file)
print(f"Execution ID: {result.execution_id}")
print(f"Extracted data: {result.data}")import fs from "fs";
import { MeibelClient } from "meibel";
const client = new MeibelClient({ apiKey: process.env.MEIBEL_API_KEY });
const response = await client.documents.transform({
file: fs.createReadStream("./invoices/acme-invoice-2024-03.pdf"),
});
console.log(`Execution ID: ${response.execution_id}`);
console.log(response.data);package main
import (
"context"
"fmt"
"log"
"os"
v2 "github.com/meibel-ai/meibel-go/v2"
)
func main() {
client := v2.NewClient(v2.WithAPIKey(os.Getenv("MEIBEL_API_KEY")))
file, err := os.Open("invoice.pdf")
if err != nil {
log.Fatal(err)
}
defer file.Close()
resp, err := client.Documents.Transform(context.Background(), v2.BodyTransformDocument{
File: file,
FileName: "invoice.pdf",
Instructions: "Extract vendor name, invoice number, line items, and total amount due.",
})
if err != nil {
log.Fatal(err)
}
fmt.Printf("Execution ID: %s\n", resp.ExecutionID)
fmt.Printf("Extracted data: %v\n", resp.Data)
}curl --request POST \
--url https://api.meibel.ai/v2/documents/transform \
--header 'Content-Type: multipart/form-data' \
--header 'Meibel-API-Key: <api-key>' \
--form file='@example-file' \
--form 'artifact_schema=<string>' \
--form 'model=<string>' \
--form 'prompt=<string>' \
--form 'prompt_id=<string>' \
--form timeout_seconds=600const form = new FormData();
form.append('file', '<string>');
form.append('artifact_schema', '<string>');
form.append('model', '<string>');
form.append('prompt', '<string>');
form.append('prompt_id', '<string>');
form.append('timeout_seconds', '600');
const options = {method: 'POST', headers: {'Meibel-API-Key': '<api-key>'}};
options.body = form;
fetch('https://api.meibel.ai/v2/documents/transform', 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.meibel.ai/v2/documents/transform",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "POST",
CURLOPT_POSTFIELDS => "-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"file\"; filename=\"example-file\"\r\nContent-Type: application/octet-stream\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"artifact_schema\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"model\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"prompt\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"prompt_id\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"timeout_seconds\"\r\n\r\n600\r\n-----011000010111000001101001--",
CURLOPT_HTTPHEADER => [
"Content-Type: multipart/form-data; boundary=---011000010111000001101001",
"Meibel-API-Key: <api-key>"
],
]);
$response = curl_exec($curl);
$err = curl_error($curl);
curl_close($curl);
if ($err) {
echo "cURL Error #:" . $err;
} else {
echo $response;
}HttpResponse<String> response = Unirest.post("https://api.meibel.ai/v2/documents/transform")
.header("Meibel-API-Key", "<api-key>")
.header("Content-Type", "multipart/form-data; boundary=---011000010111000001101001")
.body("-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"file\"; filename=\"example-file\"\r\nContent-Type: application/octet-stream\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"artifact_schema\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"model\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"prompt\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"prompt_id\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"timeout_seconds\"\r\n\r\n600\r\n-----011000010111000001101001--")
.asString();require 'uri'
require 'net/http'
url = URI("https://api.meibel.ai/v2/documents/transform")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
request["Meibel-API-Key"] = '<api-key>'
request["Content-Type"] = 'multipart/form-data; boundary=---011000010111000001101001'
request.body = "-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"file\"; filename=\"example-file\"\r\nContent-Type: application/octet-stream\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"artifact_schema\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"model\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"prompt\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"prompt_id\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"timeout_seconds\"\r\n\r\n600\r\n-----011000010111000001101001--"
response = http.request(request)
puts response.read_body{
"execution_id": "<string>",
"data": {},
"token_usage": {}
}{
"detail": [
{
"loc": [
"<string>"
],
"msg": "<string>",
"type": "<string>",
"input": "<unknown>",
"ctx": {}
}
]
}Transform
Transform a document using AI extraction (sync)
Upload a document for AI-powered structured extraction and block until complete. The file is uploaded to cloud storage and processed by a system agent.
POST
/
documents
/
transform
Python
import os
from meibel import MeibelClient
client = MeibelClient(api_key=os.environ["MEIBEL_API_KEY"])
with open("invoice_2024_001.pdf", "rb") as file:
result = client.documents.transform(file=file)
print(f"Execution ID: {result.execution_id}")
print(f"Extracted data: {result.data}")import fs from "fs";
import { MeibelClient } from "meibel";
const client = new MeibelClient({ apiKey: process.env.MEIBEL_API_KEY });
const response = await client.documents.transform({
file: fs.createReadStream("./invoices/acme-invoice-2024-03.pdf"),
});
console.log(`Execution ID: ${response.execution_id}`);
console.log(response.data);package main
import (
"context"
"fmt"
"log"
"os"
v2 "github.com/meibel-ai/meibel-go/v2"
)
func main() {
client := v2.NewClient(v2.WithAPIKey(os.Getenv("MEIBEL_API_KEY")))
file, err := os.Open("invoice.pdf")
if err != nil {
log.Fatal(err)
}
defer file.Close()
resp, err := client.Documents.Transform(context.Background(), v2.BodyTransformDocument{
File: file,
FileName: "invoice.pdf",
Instructions: "Extract vendor name, invoice number, line items, and total amount due.",
})
if err != nil {
log.Fatal(err)
}
fmt.Printf("Execution ID: %s\n", resp.ExecutionID)
fmt.Printf("Extracted data: %v\n", resp.Data)
}curl --request POST \
--url https://api.meibel.ai/v2/documents/transform \
--header 'Content-Type: multipart/form-data' \
--header 'Meibel-API-Key: <api-key>' \
--form file='@example-file' \
--form 'artifact_schema=<string>' \
--form 'model=<string>' \
--form 'prompt=<string>' \
--form 'prompt_id=<string>' \
--form timeout_seconds=600const form = new FormData();
form.append('file', '<string>');
form.append('artifact_schema', '<string>');
form.append('model', '<string>');
form.append('prompt', '<string>');
form.append('prompt_id', '<string>');
form.append('timeout_seconds', '600');
const options = {method: 'POST', headers: {'Meibel-API-Key': '<api-key>'}};
options.body = form;
fetch('https://api.meibel.ai/v2/documents/transform', 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.meibel.ai/v2/documents/transform",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "POST",
CURLOPT_POSTFIELDS => "-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"file\"; filename=\"example-file\"\r\nContent-Type: application/octet-stream\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"artifact_schema\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"model\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"prompt\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"prompt_id\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"timeout_seconds\"\r\n\r\n600\r\n-----011000010111000001101001--",
CURLOPT_HTTPHEADER => [
"Content-Type: multipart/form-data; boundary=---011000010111000001101001",
"Meibel-API-Key: <api-key>"
],
]);
$response = curl_exec($curl);
$err = curl_error($curl);
curl_close($curl);
if ($err) {
echo "cURL Error #:" . $err;
} else {
echo $response;
}HttpResponse<String> response = Unirest.post("https://api.meibel.ai/v2/documents/transform")
.header("Meibel-API-Key", "<api-key>")
.header("Content-Type", "multipart/form-data; boundary=---011000010111000001101001")
.body("-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"file\"; filename=\"example-file\"\r\nContent-Type: application/octet-stream\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"artifact_schema\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"model\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"prompt\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"prompt_id\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"timeout_seconds\"\r\n\r\n600\r\n-----011000010111000001101001--")
.asString();require 'uri'
require 'net/http'
url = URI("https://api.meibel.ai/v2/documents/transform")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
request["Meibel-API-Key"] = '<api-key>'
request["Content-Type"] = 'multipart/form-data; boundary=---011000010111000001101001'
request.body = "-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"file\"; filename=\"example-file\"\r\nContent-Type: application/octet-stream\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"artifact_schema\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"model\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"prompt\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"prompt_id\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"timeout_seconds\"\r\n\r\n600\r\n-----011000010111000001101001--"
response = http.request(request)
puts response.read_body{
"execution_id": "<string>",
"data": {},
"token_usage": {}
}{
"detail": [
{
"loc": [
"<string>"
],
"msg": "<string>",
"type": "<string>",
"input": "<unknown>",
"ctx": {}
}
]
}Authorizations
Body
multipart/form-data
Document file to transform
JSON Schema dict (as JSON string) or schema name/ID
LLM model override
Extraction instructions override
Prompt template reference
Max wait time in seconds (sync only)
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