Alibaba Cloud Model Studio:Ikhtisar

import os
from openai import OpenAI

try:
    client = OpenAI(
        # Kunci API bersifat spesifik per wilayah. Dapatkan Kunci API Anda: https://www.alibabacloud.com/help/model-studio/get-api-key
        # Atau, atur Kunci API Anda secara langsung: api_key="sk-xxx",
        api_key=os.getenv("DASHSCOPE_API_KEY"),
        # Ubah URL dasar sesuai wilayah Anda.
        base_url="https://dashscope-intl.aliyuncs.com/api/v2/apps/protocols/compatible-mode/v1",
    )

    response = client.responses.create(
        model="qwen3.5-plus", 
        input="Briefly introduce what you can do?"
    )

    print(response)
except Exception as e:
    print(f"An error occurred: {e}")
    print("Untuk detailnya, lihat dokumentasi kode kesalahan: https://www.alibabacloud.com/help/model-studio/error-code")

Respons

Objek Respons berisi bidang-bidang berikut:

• id: Pengidentifikasi unik untuk respons.

• output: Daftar output yang berisi reasoning (proses berpikir model) dan message (respons model).

  Bidang reasoning hanya dikembalikan saat deep thinking diaktifkan. Misalnya, fitur ini diaktifkan secara default untuk seri Qwen-3.5.

• usage: Statistik penggunaan Token.

Berikut adalah contoh isi respons. Untuk respons lengkap, lihat bagian curl.

Hello! I'm an AI assistant with knowledge current up to 2026. Here's a brief overview of what I can do:

*   Content Creation: Write emails, articles, stories, scripts, and more.
*   Coding & Tech: Generate, debug, and explain code across various programming languages.
*   Analysis & Summarization: Process documents, interpret data, and extract key insights.
*   Problem Solving: Assist with math, logic, reasoning, and strategic planning.
*   Learning & Translation: Explain complex topics simply or translate between multiple languages.

Feel free to ask me anything or give me a task to get started!

// Memerlukan Node.js v18 atau lebih baru. Jalankan di lingkungan ES Module.
import OpenAI from "openai";

const openai = new OpenAI({
    // Kunci API bersifat spesifik per wilayah. Dapatkan Kunci API Anda: https://www.alibabacloud.com/help/model-studio/get-api-key
    // Atau, atur Kunci API Anda secara langsung: apiKey: "sk-xxx",
    apiKey: process.env.DASHSCOPE_API_KEY,
    // Ubah URL dasar sesuai wilayah Anda.
    baseURL: "https://dashscope-intl.aliyuncs.com/api/v2/apps/protocols/compatible-mode/v1"
});

async function main() {
    try {
        const response = await openai.responses.create({
            model: "qwen3.5-plus",
            input: "Briefly introduce what you can do?"
        });

        // Dapatkan respons model
        console.log(response);
    } catch (error) {
        console.error("An error occurred:", error);
    }
}

main();

Respons

Objek Respons berisi bidang-bidang berikut:

• id: Pengidentifikasi unik untuk respons.

• output: Daftar output yang berisi reasoning (proses berpikir model) dan message (respons model).

  Bidang reasoning hanya dikembalikan saat deep thinking diaktifkan. Misalnya, fitur ini diaktifkan secara default untuk seri Qwen-3.5.

• usage: Statistik penggunaan Token.

Berikut adalah contoh isi respons. Untuk respons lengkap, lihat bagian curl.

Hello! I'm an AI assistant with knowledge current up to 2026. Here's a brief overview of what I can do:

*   Content Creation: Write emails, articles, stories, scripts, and more.
*   Coding & Tech: Generate, debug, and explain code across various programming languages.
*   Analysis & Summarization: Process documents, interpret data, and extract key insights.
*   Problem Solving: Assist with math, logic, reasoning, and strategic planning.
*   Learning & Translation: Explain complex topics simply or translate between multiple languages.

Feel free to ask me anything or give me a task to get started!

# Ubah URL dasar sesuai wilayah Anda.
curl -X POST https://dashscope-intl.aliyuncs.com/api/v2/apps/protocols/compatible-mode/v1/responses \
-H "Authorization: Bearer $DASHSCOPE_API_KEY" \
-H "Content-Type: application/json" \
-d '{
    "model": "qwen3.5-plus",
    "input": "Briefly introduce what you can do?",
    "enable_thinking": true
}'

Respons

{
    "created_at": 1772249518,
    "id": "7ad48c6b-3cc4-904f-9284-5f419c6c5xxx",
    "model": "qwen3.5-plus",
    "object": "response",
    "output": [
        {
            "id": "msg_94805179-2801-45da-ac1c-a87e8ea20xxx",
            "summary": [
                {
                    "text": "Okay, the user is asking me to briefly introduce what I can do. Let me start by recalling the capabilities listed in the system message. I need to make sure I cover the main points without getting too detailed.\n\nFirst, I should mention my enhanced language foundation and architecture efficiency. Then, the upgraded logical reasoning and mathematical capabilities. Visual analysis is another key point, including charts and formulas. Autonomous agent planning and code generation are important too. Human alignment optimization for better interaction, long-context handling up to 256K, and multilingual support with OCR.\n\nWait, the user said \"briefly,\" so I need to keep it concise. Maybe group some points together. Let me check the examples given in the system message. They have sections like Enhanced Language Foundation, Advanced Logical Reasoning, etc. But since it's a brief intro, I should summarize each capability in a sentence or two.\n\nAlso, the user might be looking for practical applications. Maybe highlight how these features help in real tasks. For example, handling long documents, solving math problems, analyzing images, writing code, etc.\n\nI should avoid technical jargon where possible. Make it clear and straightforward. Let me structure it as a list of key capabilities with short explanations. Start with a greeting, then list the main points, and end with an offer to help with specific tasks.\n\nWait, the system message says \"You are Qwen3.5,\" so I need to introduce myself as such. But the user just asked what I can do, so maybe start with \"I'm Qwen3.5...\" and then list the capabilities.\n\nCheck if all the upgraded features from Qwen3 to Qwen3.5 are covered. The main upgrades are in language foundation, reasoning, visual analysis, agent planning, code, alignment, context length, and multilingual OCR.\n\nMake sure not to mention the knowledge cutoff unless relevant. The user's current time is 2026, but since my knowledge is up to 2026, that's covered.\n\nOkay, let me draft a concise response highlighting each capability briefly. Keep it friendly and inviting for the user to ask for specific help.\n",
                    "type": "summary_text"
                }
            ],
            "type": "reasoning"
        },
        {
            "content": [
                {
                    "annotations": [],
                    "text": "I'm **Qwen3.5**, a large language model designed to assist with a wide range of tasks. Here's what I can do:  \n\n- **Understand & Generate Text**: Handle complex instructions, creative writing, and multi-step tasks with improved accuracy.  \n- **Solve Problems**: Tackle advanced math, logic puzzles, and scientific reasoning with step-by-step clarity.  \n- **Analyze Visuals**: Interpret charts, diagrams, formulas, and even extract text from images (OCR).  \n- **Plan & Execute**: Break down goals into actionable steps, run code, or interact with tools autonomously.  \n- **Code & Debug**: Write, explain, or fix code in multiple programming languages.  \n- **Long-Context Mastery**: Process documents, books, or videos up to **256K tokens** without losing key details.  \n- **Multilingual Support**: Communicate fluently in **100+ languages**, including low-resource ones.  \n\nNeed help with something specific? Just ask!",
                    "type": "output_text"
                }
            ],
            "id": "msg_35be06c6-ca4d-4f2b-9677-7897e488dxxx",
            "role": "assistant",
            "status": "completed",
            "type": "message"
        }
    ],
    "parallel_tool_calls": false,
    "status": "completed",
    "tool_choice": "auto",
    "tools": [],
    "usage": {
        "input_tokens": 54,
        "input_tokens_details": {
            "cached_tokens": 0
        },
        "output_tokens": 662,
        "output_tokens_details": {
            "reasoning_tokens": 447
        },
        "total_tokens": 716,
        "x_details": [
            {
                "input_tokens": 54,
                "output_tokens": 662,
                "output_tokens_details": {
                    "reasoning_tokens": 447
                },
                "total_tokens": 716,
                "x_billing_type": "response_api"
            }
        ]
    }
}

import os
from openai import OpenAI

try:
    client = OpenAI(
        # Kunci API bersifat spesifik per wilayah. Dapatkan Kunci API: https://www.alibabacloud.com/help/model-studio/get-api-key
        # Jika variabel lingkungan belum diatur, ganti baris berikut dengan Kunci API Model Studio Anda: api_key="sk-xxx",
        api_key=os.getenv("DASHSCOPE_API_KEY"),
        # URL dasar berbeda-beda tergantung Wilayah.
        base_url="https://dashscope-intl.aliyuncs.com/compatible-mode/v1",
    )

    completion = client.chat.completions.create(
        model="qwen3.5-plus",
        messages=[
            {"role": "system", "content": "You are a helpful assistant."},
            {"role": "user", "content": "Who are you?"},
        ],
    )
    print(completion.choices[0].message.content)
    # Untuk melihat respons lengkap, hapus komentar pada baris berikut.
    # print(completion.model_dump_json())
except Exception as e:
    print(f"An error occurred: {e}")
    print("Lihat dokumentasi kode kesalahan untuk detailnya: https://www.alibabacloud.com/help/model-studio/error-code")

Respons

I am Qwen, a large language model developed by the Tongyi Lab at Alibaba Group. I can help you answer questions, create text such as stories, official documents, emails, and scripts, perform logical reasoning, code, and more. I can also express opinions and play games. If you have any questions or need help, feel free to ask!

// Memerlukan OpenAI Java SDK versi >= 3.5.0.
import com.openai.client.OpenAIClient;
import com.openai.client.okhttp.OpenAIOkHttpClient;
import com.openai.models.chat.completions.ChatCompletion;
import com.openai.models.chat.completions.ChatCompletionCreateParams;

public class Main {
    public static void main(String[] args) {
        try {
            OpenAIClient client = OpenAIOkHttpClient.builder()
                    // Kunci API bersifat spesifik per wilayah. Dapatkan Kunci API: https://www.alibabacloud.com/help/model-studio/get-api-key
                    // Jika variabel lingkungan belum diatur, ganti baris berikut dengan Kunci API Model Studio Anda: .apiKey("sk-xxx")
                    .apiKey(System.getenv("DASHSCOPE_API_KEY"))
                    // URL dasar berbeda-beda tergantung Wilayah.
                    .baseUrl("https://dashscope-intl.aliyuncs.com/compatible-mode/v1")
                    .build();

            // Buat parameter ChatCompletion.
            ChatCompletionCreateParams params = ChatCompletionCreateParams.builder()
                    .model("qwen3.5-plus")
                    .addSystemMessage("You are a helpful assistant.")
                    .addUserMessage("Who are you?")
                    .build();

            // Kirim permintaan.
            ChatCompletion chatCompletion = client.chat().completions().create(params);
            String content = chatCompletion.choices().get(0).message().content().orElse("No valid content returned");
            System.out.println(content);
            // Untuk melihat respons lengkap, hapus komentar pada baris berikut.
            // System.out.println(chatCompletion);
            
        } catch (Exception e) {
            System.err.println("An error occurred: " + e.getMessage());
            System.out.println("Lihat dokumentasi kode kesalahan untuk detailnya: https://www.alibabacloud.com/help/model-studio/error-code");
        }
    }
}

Respons

I am Qwen, a large language model developed by the Tongyi Lab at Alibaba Group. I can help you answer questions, create text such as stories, official documents, emails, and scripts, perform logical reasoning, code, and more. I can also express opinions and play games. If you have any questions or need help, feel free to ask!

// Memerlukan Node.js v18 atau lebih baru. Jalankan di lingkungan ES Module.
import OpenAI from "openai";

const openai = new OpenAI(
    {
        // Kunci API bersifat spesifik per wilayah. Dapatkan Kunci API: https://www.alibabacloud.com/help/model-studio/get-api-key
        // Jika variabel lingkungan belum diatur, ganti baris berikut dengan Kunci API Model Studio Anda: apiKey: "sk-xxx",
        apiKey: process.env.DASHSCOPE_API_KEY,
        // URL dasar berbeda-beda tergantung Wilayah.
        baseURL: "https://dashscope-intl.aliyuncs.com/compatible-mode/v1"
        
    }
);
const completion = await openai.chat.completions.create({
    model: "qwen3.5-plus",
    messages: [
        { role: "system", content: "You are a helpful assistant." },
        { role: "user", content: "Who are you?" }
    ],
});
console.log(completion.choices[0].message.content);
// Untuk melihat respons lengkap, hapus komentar pada baris berikut.
// console.log(JSON.stringify(completion, null, 4));

Respons

I am Qwen, a large language model developed by the Tongyi Lab at Alibaba Group. I can help you answer questions, create text such as stories, official documents, emails, and scripts, perform logical reasoning, code, and more. I can also express opinions and play games. If you have any questions or need help, feel free to ask!

// Memerlukan OpenAI Go SDK versi v2.4.0 atau lebih baru.
package main

import (
	"context"
	// Untuk melihat respons lengkap, hapus komentar pada baris di bawah dan baris yang sesuai di akhir kode.
	// "encoding/json"
	"fmt"
	"os"

	"github.com/openai/openai-go/v2"
	"github.com/openai/openai-go/v2/option"
)

func main() {
	// Kunci API bersifat spesifik per wilayah. Dapatkan Kunci API: https://www.alibabacloud.com/help/model-studio/get-api-key
	// Jika variabel lingkungan belum diatur, ganti baris berikut dengan Kunci API Model Studio Anda: apiKey := "sk-xxx"
	apiKey := os.Getenv("DASHSCOPE_API_KEY")
	client := openai.NewClient(
		option.WithAPIKey(apiKey),
		// URL dasar berbeda-beda tergantung Wilayah.
		option.WithBaseURL("https://dashscope-intl.aliyuncs.com/compatible-mode/v1"),
	)
	chatCompletion, err := client.Chat.Completions.New(
		context.TODO(), openai.ChatCompletionNewParams{
			Messages: []openai.ChatCompletionMessageParamUnion{
				openai.SystemMessage("You are a helpful assistant."),
				openai.UserMessage("Who are you?"),
			},
			Model: "qwen3.5-plus",
		},
	)

	if err != nil {
		fmt.Fprintf(os.Stderr, "Request failed: %v\n", err)
		// Lihat dokumentasi kode kesalahan untuk detailnya: https://www.alibabacloud.com/help/model-studio/error-code
		os.Exit(1)
	}

	if len(chatCompletion.Choices) > 0 {
		fmt.Println(chatCompletion.Choices[0].Message.Content)
	}
	// Untuk melihat respons lengkap, hapus komentar pada baris berikut.
	// jsonData, _ := json.MarshalIndent(chatCompletion, "", "  ")
	// fmt.Println(string(jsonData))

}

Respons

I am Qwen, a large language model developed by the Tongyi Lab at Alibaba Group. I can help you answer questions, create text such as stories, official documents, emails, and scripts, perform logical reasoning, code, and more. I can also express opinions and play games. If you have any questions or need help, feel free to ask!

using System.Net.Http.Headers;
using System.Text;
using System.Text.Json;

class Program
{
    private static readonly HttpClient httpClient = new HttpClient();

    static async Task Main(string[] args)
    {
        // Kunci API bersifat spesifik per wilayah. Dapatkan Kunci API: https://www.alibabacloud.com/help/model-studio/get-api-key
        // Jika variabel lingkungan belum diatur, ganti baris berikut dengan Kunci API Model Studio Anda: string? apiKey = "sk-xxx";
        string? apiKey = Environment.GetEnvironmentVariable("DASHSCOPE_API_KEY");
        // URL dasar berbeda-beda tergantung Wilayah.
        string url = "https://dashscope-intl.aliyuncs.com/compatible-mode/v1/chat/completions";
        string jsonContent = @"{
            ""model"": ""qwen3.5-plus"",
            ""messages"": [
                {
                    ""role"": ""system"",
                    ""content"": ""You are a helpful assistant.""
                },
                {
                    ""role"": ""user"", 
                    ""content"": ""Who are you?""
                }
            ]
        }";

        // Kirim permintaan dan dapatkan respons.
        string result = await SendPostRequestAsync(url, jsonContent, apiKey);
        
        // Untuk melihat respons lengkap, hapus komentar pada baris berikut.
        // Console.WriteLine(result);

        // Mengurai JSON untuk mencetak hanya konten pesan.
        using JsonDocument doc = JsonDocument.Parse(result);
        JsonElement root = doc.RootElement;
        
        if (root.TryGetProperty("choices", out JsonElement choices) && 
            choices.GetArrayLength() > 0)
        {
            JsonElement firstChoice = choices[0];
            if (firstChoice.TryGetProperty("message", out JsonElement message) &&
                message.TryGetProperty("content", out JsonElement content))
            {
                Console.WriteLine(content.GetString());
            }
        }
    }

    private static async Task<string> SendPostRequestAsync(string url, string jsonContent, string apiKey)
    {
        using (var content = new StringContent(jsonContent, Encoding.UTF8, "application/json"))
        {
            httpClient.DefaultRequestHeaders.Authorization = new AuthenticationHeaderValue("Bearer", apiKey);
            httpClient.DefaultRequestHeaders.Accept.Add(new MediaTypeWithQualityHeaderValue("application/json"));
            HttpResponseMessage response = await httpClient.PostAsync(url, content);
            if (response.IsSuccessStatusCode)
            {
                return await response.Content.ReadAsStringAsync();
            }
            else
            {   
                // Lihat dokumentasi kode kesalahan untuk detailnya: https://www.alibabacloud.com/help/model-studio/error-code
                return $"Request failed with status code: {response.StatusCode}";
            }
        }
    }
}

Respons

I am Qwen, a large language model developed by the Tongyi Lab at Alibaba Group. I can help you answer questions, create text such as stories, official documents, emails, and scripts, perform logical reasoning, code, and more. I can also express opinions and play games. If you have any questions or need help, feel free to ask!

<?php
// URL dasar berbeda-beda tergantung Wilayah.
$url = 'https://dashscope-intl.aliyuncs.com/compatible-mode/v1/chat/completions';
// Kunci API bersifat spesifik per wilayah. Dapatkan Kunci API: https://www.alibabacloud.com/help/model-studio/get-api-key
// Jika variabel lingkungan belum diatur, ganti baris berikut dengan Kunci API Model Studio Anda: $apiKey = "sk-xxx";
$apiKey = getenv('DASHSCOPE_API_KEY');
// Atur header permintaan.
$headers = [
    'Authorization: Bearer '.$apiKey,
    'Content-Type: application/json'
];
// Atur badan permintaan.
$data = [
    "model" => "qwen3.5-plus",
    "messages" => [
        [
            "role" => "system",
            "content" => "You are a helpful assistant."
        ],
        [
            "role" => "user",
            "content" => "Who are you?"
        ]
    ]
];
// Inisialisasi sesi cURL.
$ch = curl_init();
// Atur opsi cURL.
curl_setopt($ch, CURLOPT_URL, $url);
curl_setopt($ch, CURLOPT_POST, true);
curl_setopt($ch, CURLOPT_POSTFIELDS, json_encode($data));
curl_setopt($ch, CURLOPT_RETURNTRANSFER, true);
curl_setopt($ch, CURLOPT_HTTPHEADER, $headers);
// Jalankan sesi cURL.
$response = curl_exec($ch);
// Periksa kesalahan cURL.
if (curl_errno($ch)) {
    // Lihat dokumentasi kode kesalahan untuk detailnya: https://www.alibabacloud.com/help/model-studio/error-code
    echo 'Curl error: ' . curl_error($ch);
}
// Tutup sesi cURL.
curl_close($ch);
// Cetak respons.
$dataObject = json_decode($response);
$content = $dataObject->choices[0]->message->content;
echo $content;
// Untuk melihat respons lengkap, hapus komentar pada baris berikut.
//echo $response;
?>

Respons

I am Qwen, a large language model developed by the Tongyi Lab at Alibaba Group. I can help you answer questions, create text such as stories, official documents, emails, and scripts, perform logical reasoning, code, and more. I can also express opinions and play games. If you have any questions or need help, feel free to ask!

# URL dasar berbeda-beda tergantung Wilayah.
curl -X POST https://dashscope-intl.aliyuncs.com/compatible-mode/v1/chat/completions \
-H "Authorization: Bearer $DASHSCOPE_API_KEY" \
-H "Content-Type: application/json" \
-d '{
    "model": "qwen3.5-plus",
    "messages": [
        {
            "role": "system",
            "content": "You are a helpful assistant."
        },
        {
            "role": "user", 
            "content": "Who are you?"
        }
    ]
}'

Respons

{
    "choices": [
        {
            "message": {
                "role": "assistant",
                "content": "I am Qwen, a large language model developed by the Tongyi Lab at Alibaba Group. I can help you answer questions, create text such as stories, official documents, emails, and scripts, perform logical reasoning, code, and more. I can also express opinions and play games. If you have any questions or need help, feel free to ask!"
            },
            "finish_reason": "stop",
            "index": 0,
            "logprobs": null
        }
    ],
    "object": "chat.completion",
    "usage": {
        "prompt_tokens": 26,
        "completion_tokens": 66,
        "total_tokens": 92
    },
    "created": 1726127645,
    "system_fingerprint": null,
    "model": "qwen3.5-plus",
    "id": "chatcmpl-81951b98-28b8-9659-ab07-xxxxxx"
}

import json
import os
from dashscope import Generation
import dashscope

# URL dasar berbeda-beda tergantung wilayah.
dashscope.base_http_api_url = "https://dashscope-intl.aliyuncs.com/api/v1"

messages = [
    {"role": "system", "content": "You are a helpful assistant."},
    {"role": "user", "content": "Who are you?"},
]
response = Generation.call(
    # Kunci API bersifat spesifik per wilayah. Dapatkan Kunci API: https://www.alibabacloud.com/help/model-studio/get-api-key
    # Jika variabel lingkungan belum diatur, ganti baris berikut dengan Kunci API Model Studio Anda: api_key = "sk-xxx",
    api_key=os.getenv("DASHSCOPE_API_KEY"),
    # Seri Qwen-3.5 memerlukan antarmuka multimodal. Mengganti model secara langsung menyebabkan kesalahan.
    model="qwen-plus",
    messages=messages,
    result_format="message",
)

if response.status_code == 200:
    print(response.output.choices[0].message.content)
    # Untuk melihat respons lengkap, hapus komentar pada baris berikut.
    # print(json.dumps(response, default=lambda o: o.__dict__, indent=4))
else:
    print(f"HTTP status code: {response.status_code}")
    print(f"Error code: {response.code}")
    print(f"Error message: {response.message}")
    print("Untuk detailnya, lihat dokumentasi: https://www.alibabacloud.com/help/model-studio/error-code")

Respons

I am Qwen, a large language model developed by the Tongyi Lab at Alibaba Group. I can help you answer questions, create text such as stories, official documents, emails, and scripts, perform logical reasoning, code, and more. I can also express opinions and play games. If you have any questions or need help, feel free to ask!

import java.util.Arrays;
import java.lang.System;
import com.alibaba.dashscope.aigc.generation.Generation;
import com.alibaba.dashscope.aigc.generation.GenerationParam;
import com.alibaba.dashscope.aigc.generation.GenerationResult;
import com.alibaba.dashscope.common.Message;
import com.alibaba.dashscope.common.Role;
import com.alibaba.dashscope.exception.ApiException;
import com.alibaba.dashscope.exception.InputRequiredException;
import com.alibaba.dashscope.exception.NoApiKeyException;
import com.alibaba.dashscope.protocol.Protocol;
import com.alibaba.dashscope.utils.JsonUtils;

public class Main {
    public static GenerationResult callWithMessage() throws ApiException, NoApiKeyException, InputRequiredException {
        // URL dasar berbeda-beda tergantung wilayah.
        Generation gen = new Generation(Protocol.HTTP.getValue(), "https://dashscope-intl.aliyuncs.com/api/v1");
        Message systemMsg = Message.builder()
                .role(Role.SYSTEM.getValue())
                .content("You are a helpful assistant.")
                .build();
        Message userMsg = Message.builder()
                .role(Role.USER.getValue())
                .content("Who are you?")
                .build();
        GenerationParam param = GenerationParam.builder()
                // Kunci API bersifat spesifik per wilayah. Dapatkan Kunci API: https://www.alibabacloud.com/help/model-studio/get-api-key
                // Jika variabel lingkungan belum diatur, ganti baris berikut dengan Kunci API Model Studio Anda: .apiKey("sk-xxx")
                .apiKey(System.getenv("DASHSCOPE_API_KEY"))
                // Seri Qwen-3.5 memerlukan antarmuka multimodal. Mengganti model secara langsung menyebabkan kesalahan.
                .model("qwen-plus")
                .messages(Arrays.asList(systemMsg, userMsg))
                .resultFormat(GenerationParam.ResultFormat.MESSAGE)
                .build();
        return gen.call(param);
    }
    public static void main(String[] args) {
        try {
            GenerationResult result = callWithMessage();
            System.out.println(result.getOutput().getChoices().get(0).getMessage().getContent());
            // Untuk melihat respons lengkap, hapus komentar pada baris berikut.
            // System.out.println(JsonUtils.toJson(result));
        } catch (ApiException | NoApiKeyException | InputRequiredException e) {
            System.err.println("Error message: "+e.getMessage());
            System.out.println("Untuk detailnya, lihat dokumentasi: https://www.alibabacloud.com/help/model-studio/error-code");
        }
    }
}

Respons

I am Qwen, a large language model developed by the Tongyi Lab at Alibaba Group. I can help you answer questions, create text such as stories, official documents, emails, and scripts, perform logical reasoning, code, and more. I can also express opinions and play games. If you have any questions or need help, feel free to ask!

// Memerlukan Node.js v18 atau lebih baru.
// Kunci API bersifat spesifik per wilayah. Dapatkan Kunci API: https://www.alibabacloud.com/help/model-studio/get-api-key
// Jika variabel lingkungan belum diatur, ganti baris berikut dengan Kunci API Model Studio Anda: const apiKey = "sk-xxx";
const apiKey = process.env.DASHSCOPE_API_KEY;

const data = {
    // Seri Qwen-3.5 memerlukan antarmuka multimodal. Mengganti model secara langsung menyebabkan kesalahan.
    model: "qwen-plus",
    input: {
        messages: [
            {
                role: "system",
                content: "You are a helpful assistant."
            },
            {
                role: "user",
                content: "Who are you?"
            }
        ]
    },
    parameters: {
        result_format: "message"
    }
};

async function callApi() {
    try {
        // URL dasar berbeda-beda tergantung wilayah.
        const response = await fetch('https://dashscope-intl.aliyuncs.com/api/v1/services/aigc/text-generation/generation', {
            method: 'POST',
            headers: {
                'Authorization': `Bearer ${apiKey}`,
                'Content-Type': 'application/json'
            },
            body: JSON.stringify(data)
        });

        const result = await response.json();
        console.log(result.output.choices[0].message.content);
        // Untuk melihat respons lengkap, hapus komentar pada baris berikut.
        // console.log(JSON.stringify(result));
    } catch (error) {
        // Untuk detail kesalahan, lihat dokumentasi: https://www.alibabacloud.com/help/model-studio/error-code
        console.error('Call failed:', error.message);
    }
}

callApi();

Respons

I am Qwen, a large language model developed by the Tongyi Lab at Alibaba Group. I can help you answer questions, create text such as stories, official documents, emails, and scripts, perform logical reasoning, code, and more. I can also express opinions and play games. If you have any questions or need help, feel free to ask!

package main

import (
	"bytes"
	"encoding/json"
	"fmt"
	"io"
	"log"
	"net/http"
	"os"
)

func main() {
	// Kunci API bersifat spesifik per wilayah. Dapatkan Kunci API: https://www.alibabacloud.com/help/model-studio/get-api-key
	// Jika variabel lingkungan belum diatur, tetapkan Kunci API Model Studio Anda ke variabel apiKey.
	apiKey := os.Getenv("DASHSCOPE_API_KEY")
	// apiKey := "sk-xxx"

	requestBody := map[string]interface{}{
		// Seri Qwen-3.5 memerlukan antarmuka multimodal. Mengganti model secara langsung menyebabkan kesalahan.
		"model": "qwen-plus",
		"input": map[string]interface{}{
			"messages": []map[string]string{
				{
					"role":    "system",
					"content": "You are a helpful assistant.",
				},
				{
					"role":    "user",
					"content": "Who are you?",
				},
			},
		},
		"parameters": map[string]string{
			"result_format": "message",
		},
	}

	// Serialisasi badan permintaan ke JSON.
	jsonData, _ := json.Marshal(requestBody)

	// Buat klien HTTP dan permintaan.
	client := &http.Client{}
	// URL dasar berbeda-beda tergantung wilayah.
	req, _ := http.NewRequest("POST", "https://dashscope-intl.aliyuncs.com/api/v1/services/aigc/text-generation/generation", bytes.NewBuffer(jsonData))

	// Atur header permintaan.
	req.Header.Set("Authorization", "Bearer "+apiKey)
	req.Header.Set("Content-Type", "application/json")

	// Kirim permintaan.
	resp, err := client.Do(req)
	if err != nil {
		log.Fatal(err)
	}
	defer resp.Body.Close()

	// Baca badan respons.
	bodyText, _ := io.ReadAll(resp.Body)

	// Urai JSON dan cetak kontennya.
	var result map[string]interface{}
	json.Unmarshal(bodyText, &result)
	content := result["output"].(map[string]interface{})["choices"].([]interface{})[0].(map[string]interface{})["message"].(map[string]interface{})["content"].(string)
	fmt.Println(content)

	// Untuk melihat respons lengkap, hapus komentar pada baris berikut.
	// fmt.Printf("%s\n", bodyText)
}

Respons

I am Qwen, a large language model developed by the Tongyi Lab at Alibaba Group. I can help you answer questions, create text such as stories, official documents, emails, and scripts, perform logical reasoning, code, and more. I can also express opinions and play games. If you have any questions or need help, feel free to ask!

using System.Net.Http.Headers;
using System.Text;

class Program
{
    private static readonly HttpClient httpClient = new HttpClient();

    static async Task Main(string[] args)
    {
        // Kunci API bersifat spesifik per wilayah. Dapatkan Kunci API: https://www.alibabacloud.com/help/model-studio/get-api-key
        // Jika variabel lingkungan belum diatur, ganti baris berikut dengan Kunci API Model Studio Anda: string? apiKey = "sk-xxx";
        string? apiKey = Environment.GetEnvironmentVariable("DASHSCOPE_API_KEY");
        // Definisikan URL dan badan permintaan.
        // URL dasar berbeda-beda tergantung wilayah.
        string url = "https://dashscope-intl.aliyuncs.com/api/v1/services/aigc/text-generation/generation";
        // Seri Qwen-3.5 memerlukan antarmuka multimodal. Mengganti model secara langsung menyebabkan kesalahan.
        string jsonContent = @"{
            ""model"": ""qwen-plus"",
            ""input"": {
                ""messages"": [
                    {
                        ""role"": ""system"",
                        ""content"": ""You are a helpful assistant.""
                    },
                    {
                        ""role"": ""user"",
                        ""content"": ""Who are you?""
                    }
                ]
            },
            ""parameters"": {
                ""result_format"": ""message""
            }
        }";

        // Kirim permintaan dan proses respons.
        string result = await SendPostRequestAsync(url, jsonContent, apiKey);
        var jsonResult = System.Text.Json.JsonDocument.Parse(result);
        var content = jsonResult.RootElement.GetProperty("output").GetProperty("choices")[0].GetProperty("message").GetProperty("content").GetString();
        Console.WriteLine(content);
        // Untuk melihat respons lengkap, hapus komentar pada baris berikut.
        // Console.WriteLine(result);
    }

    private static async Task<string> SendPostRequestAsync(string url, string jsonContent, string? apiKey)
    {
        using (var content = new StringContent(jsonContent, Encoding.UTF8, "application/json"))
        {
            // Atur header permintaan.
            httpClient.DefaultRequestHeaders.Authorization = new AuthenticationHeaderValue("Bearer", apiKey);
            httpClient.DefaultRequestHeaders.Accept.Add(new MediaTypeWithQualityHeaderValue("application/json"));

            // Kirim permintaan dan dapatkan respons.
            HttpResponseMessage response = await httpClient.PostAsync(url, content);

            // Tangani respons.
            if (response.IsSuccessStatusCode)
            {
                return await response.Content.ReadAsStringAsync();
            }
            else
            {
                return $"Request failed: {response.StatusCode}";
            }
        }
    }
}

Respons

{
    "output": {
        "choices": [
            {
                "finish_reason": "stop",
                "message": {
                    "role": "assistant",
                    "content": "I am Qwen, a large language model developed by the Tongyi Lab at Alibaba Group. I can help you answer questions, create text such as stories, official documents, emails, and scripts, perform logical reasoning, code, and more. I can also express opinions and play games. If you have any questions or need help, feel free to ask!"
                }
            }
        ]
    },
    "usage": {
        "total_tokens": 92,
        "output_tokens": 66,
        "input_tokens": 26
    },
    "request_id": "09dceb20-ae2e-999b-85f9-xxxxxx"
}

<?php
// URL dasar berbeda-beda tergantung wilayah.
$url = "https://dashscope-intl.aliyuncs.com/api/v1/services/aigc/text-generation/generation";
// Kunci API bersifat spesifik per wilayah. Dapatkan Kunci API: https://www.alibabacloud.com/help/model-studio/get-api-key
// Jika variabel lingkungan belum diatur, ganti baris berikut dengan Kunci API Model Studio Anda: $apiKey = "sk-xxx";
$apiKey = getenv('DASHSCOPE_API_KEY');

$data = [
    // Seri Qwen-3.5 memerlukan antarmuka multimodal. Mengganti model secara langsung menyebabkan kesalahan.
    "model" => "qwen-plus",
    "input" => [
        "messages" => [
            [
                "role" => "system",
                "content" => "You are a helpful assistant."
            ],
            [
                "role" => "user",
                "content" => "Who are you?"
            ]
        ]
    ],
    "parameters" => [
        "result_format" => "message"
    ]
];

$jsonData = json_encode($data);

$ch = curl_init($url);
curl_setopt($ch, CURLOPT_RETURNTRANSFER, true);
curl_setopt($ch, CURLOPT_POST, true);
curl_setopt($ch, CURLOPT_POSTFIELDS, $jsonData);
curl_setopt($ch, CURLOPT_HTTPHEADER, [
    "Authorization: Bearer $apiKey",
    "Content-Type: application/json"
]);

$response = curl_exec($ch);
$httpCode = curl_getinfo($ch, CURLINFO_HTTP_CODE);

if ($httpCode == 200) {
    $jsonResult = json_decode($response, true);
    $content = $jsonResult['output']['choices'][0]['message']['content'];
    echo $content;
    // Untuk melihat respons lengkap, hapus komentar pada baris berikut.
    // echo "Model response: " . $response;
} else {
    echo "Request error: " . $httpCode . " - " . $response;
}

curl_close($ch);
?>

Respons

I am Qwen, a large language model developed by the Tongyi Lab at Alibaba Group. I can help you answer questions, create text such as stories, official documents, emails, and scripts, perform logical reasoning, code, and more. I can also express opinions and play games. If you have any questions or need help, feel free to ask!