Extrair dados estruturados com JSON Schema embutido

using MeetKai.MKA1;
using MeetKai.MKA1.Types.Components;
using MeetKai.MKA1.Types.Requests;

var sdk = new SDK(bearerAuth: "<YOUR_BEARER_TOKEN_HERE>");

var res = await sdk.Llm.Extract.ExtractAsync(body: new ExtractRequestBody() {
    Model = "meetkai:functionary-urdu-mini-pak",
    Schema = "[object Object]",
    File = new ExtractFile() {
        FileName = "example.file",
        Content = System.IO.File.ReadAllBytes("example.file"),
    },
    Prompt = "Extract invoice number, vendor, total, and date from this invoice.",
});

// handle response

from meetkai_mka1 import SDK


with SDK(
    bearer_auth="<YOUR_BEARER_TOKEN_HERE>",
) as sdk:

    res = sdk.llm.extract.extract(model="meetkai:functionary-urdu-mini-pak", schema="[object Object]", file={
        "file_name": "example.file",
        "content": open("example.file", "rb"),
    }, prompt="Extract invoice number, vendor, total, and date from this invoice.")

    # Handle response
    print(res)

import { SDK } from "@meetkai/mka1";
import { openAsBlob } from "node:fs";

const sdk = new SDK({
  bearerAuth: "<YOUR_BEARER_TOKEN_HERE>",
});

async function run() {
  const result = await sdk.llm.extract.extract({
    requestBody: {
      model: "meetkai:functionary-urdu-mini-pak",
      schema: "[object Object]",
      file: await openAsBlob("example.file"),
      prompt: "Extract invoice number, vendor, total, and date from this invoice.",
    },
  });

  console.log(result);
}

run();

package main

import(
	"context"
	mka1 "github.com/MeetKai/mka1-sdks/go"
	"os"
	"github.com/MeetKai/mka1-sdks/go/models/operations"
	"log"
)

func main() {
    ctx := context.Background()

    s := mka1.New(
        mka1.WithSecurity("<YOUR_BEARER_TOKEN_HERE>"),
    )

    example, fileErr := os.Open("example.file")
    if fileErr != nil {
        panic(fileErr)
    }

    res, err := s.Llm.Extract.Extract(ctx, operations.ExtractRequestBody{
        Model: "meetkai:functionary-urdu-mini-pak",
        Schema: "[object Object]",
        File: operations.ExtractFile{
            FileName: "example.file",
            Content: example,
        },
        Prompt: mka1.Pointer("Extract invoice number, vendor, total, and date from this invoice."),
    }, nil)
    if err != nil {
        log.Fatal(err)
    }
    if res.ExtractionResponse != nil {
        // handle response
    }
}

curl --request POST \
  --url https://apigw.mka1.com/api/v1/llm/extract \
  --header 'Authorization: Bearer <token>' \
  --header 'Content-Type: multipart/form-data' \
  --form model=meetkai:functionary-urdu-mini-pak \
  --form 'schema={
  "type": "object",
  "properties": {
    "invoice_number": {
      "type": "string"
    },
    "vendor_name": {
      "type": "string"
    },
    "total_amount": {
      "type": "number"
    },
    "date": {
      "type": "string",
      "format": "date"
    }
  },
  "required": [
    "invoice_number",
    "total_amount"
  ]
}' \
  --form 'prompt=Extract invoice number, vendor, total, and date from this invoice.' \
  --form file=@example-file

const form = new FormData();
form.append('model', 'meetkai:functionary-urdu-mini-pak');
form.append('schema', '{
  "type": "object",
  "properties": {
    "invoice_number": {
      "type": "string"
    },
    "vendor_name": {
      "type": "string"
    },
    "total_amount": {
      "type": "number"
    },
    "date": {
      "type": "string",
      "format": "date"
    }
  },
  "required": [
    "invoice_number",
    "total_amount"
  ]
}');
form.append('prompt', 'Extract invoice number, vendor, total, and date from this invoice.');
form.append('file', '(binary)');

const options = {method: 'POST', headers: {Authorization: 'Bearer <token>'}};

options.body = form;

fetch('https://apigw.mka1.com/api/v1/llm/extract', 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://apigw.mka1.com/api/v1/llm/extract",
  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=\"model\"\r\n\r\nmeetkai:functionary-urdu-mini-pak\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"schema\"\r\n\r\n{\r\n  \"type\": \"object\",\r\n  \"properties\": {\r\n    \"invoice_number\": {\r\n      \"type\": \"string\"\r\n    },\r\n    \"vendor_name\": {\r\n      \"type\": \"string\"\r\n    },\r\n    \"total_amount\": {\r\n      \"type\": \"number\"\r\n    },\r\n    \"date\": {\r\n      \"type\": \"string\",\r\n      \"format\": \"date\"\r\n    }\r\n  },\r\n  \"required\": [\r\n    \"invoice_number\",\r\n    \"total_amount\"\r\n  ]\r\n}\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"prompt\"\r\n\r\nExtract invoice number, vendor, total, and date from this invoice.\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"file\"; filename=\"example-file\"\r\nContent-Type: application/octet-stream\r\n\r\n(binary)\r\n-----011000010111000001101001--",
  CURLOPT_HTTPHEADER => [
    "Authorization: Bearer <token>",
    "Content-Type: multipart/form-data; boundary=---011000010111000001101001"
  ],
]);

$response = curl_exec($curl);
$err = curl_error($curl);

curl_close($curl);

if ($err) {
  echo "cURL Error #:" . $err;
} else {
  echo $response;
}

HttpResponse<String> response = Unirest.post("https://apigw.mka1.com/api/v1/llm/extract")
  .header("Authorization", "Bearer <token>")
  .header("Content-Type", "multipart/form-data; boundary=---011000010111000001101001")
  .body("-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"model\"\r\n\r\nmeetkai:functionary-urdu-mini-pak\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"schema\"\r\n\r\n{\r\n  \"type\": \"object\",\r\n  \"properties\": {\r\n    \"invoice_number\": {\r\n      \"type\": \"string\"\r\n    },\r\n    \"vendor_name\": {\r\n      \"type\": \"string\"\r\n    },\r\n    \"total_amount\": {\r\n      \"type\": \"number\"\r\n    },\r\n    \"date\": {\r\n      \"type\": \"string\",\r\n      \"format\": \"date\"\r\n    }\r\n  },\r\n  \"required\": [\r\n    \"invoice_number\",\r\n    \"total_amount\"\r\n  ]\r\n}\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"prompt\"\r\n\r\nExtract invoice number, vendor, total, and date from this invoice.\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"file\"; filename=\"example-file\"\r\nContent-Type: application/octet-stream\r\n\r\n(binary)\r\n-----011000010111000001101001--")
  .asString();

require 'uri'
require 'net/http'

url = URI("https://apigw.mka1.com/api/v1/llm/extract")

http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true

request = Net::HTTP::Post.new(url)
request["Authorization"] = 'Bearer <token>'
request["Content-Type"] = 'multipart/form-data; boundary=---011000010111000001101001'
request.body = "-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"model\"\r\n\r\nmeetkai:functionary-urdu-mini-pak\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"schema\"\r\n\r\n{\r\n  \"type\": \"object\",\r\n  \"properties\": {\r\n    \"invoice_number\": {\r\n      \"type\": \"string\"\r\n    },\r\n    \"vendor_name\": {\r\n      \"type\": \"string\"\r\n    },\r\n    \"total_amount\": {\r\n      \"type\": \"number\"\r\n    },\r\n    \"date\": {\r\n      \"type\": \"string\",\r\n      \"format\": \"date\"\r\n    }\r\n  },\r\n  \"required\": [\r\n    \"invoice_number\",\r\n    \"total_amount\"\r\n  ]\r\n}\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"prompt\"\r\n\r\nExtract invoice number, vendor, total, and date from this invoice.\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"file\"; filename=\"example-file\"\r\nContent-Type: application/octet-stream\r\n\r\n(binary)\r\n-----011000010111000001101001--"

response = http.request(request)
puts response.read_body

{
  "success": true,
  "data": {
    "invoice_number": "INV-2024-001",
    "vendor_name": "Acme Corporation",
    "total_amount": 1250,
    "date": "2024-01-15"
  },
  "metadata": {
    "model": "meetkai:functionary-urdu-mini-pak",
    "filename": "invoice.pdf",
    "file_size": 125000,
    "extracted_at": "2024-01-15T10:30:00Z"
  }
}