Alibaba Cloud Model Studio:Teks-ke-gambar

Contoh permintaan

import json
import os
import dashscope
from dashscope import MultiModalConversation

# Gunakan URL ini untuk wilayah Singapura. Untuk wilayah Beijing, ganti dengan: https://dashscope.aliyuncs.com/api/v1
dashscope.base_http_api_url = 'https://dashscope-intl.aliyuncs.com/api/v1'

messages = [
    {
        "role": "user",
        "content": [
            {"text": "Healing-style hand-drawn poster featuring three puppies playing with a ball on lush green grass, adorned with decorative elements such as birds and stars. The main title “Come Play Ball!” is prominently displayed at the top in bold, blue cartoon font. Below it, the subtitle “Come [Show Off Your Skills]!” appears in green font. A speech bubble adds playful charm with the text: “Hehe, watch me amaze my little friends next!” At the bottom, supplementary text reads: “We get to play ball with our friends again!” The color palette centers on fresh greens and blues, accented with bright pink and yellow tones to highlight a cheerful, childlike atmosphere."}
        ]
    }
]

# Kunci API berbeda antara wilayah Beijing dan Singapura. Dapatkan Kunci API Anda: https://www.alibabacloud.com/help/zh/model-studio/get-api-key
# Jika Anda belum menyetel variabel lingkungan, ganti baris di bawah ini dengan: api_key="sk-xxx"
api_key = os.getenv("DASHSCOPE_API_KEY")

response = MultiModalConversation.call(
    api_key=api_key,
    model="qwen-image-2.0-pro",
    messages=messages,
    result_format='message',
    stream=False,
    watermark=False,
    prompt_extend=True,
    negative_prompt="Low resolution, low quality, distorted limbs, malformed fingers, oversaturated colors, wax-figure appearance, lack of facial detail, excessive smoothness, AI-looking artifacts, chaotic composition, blurry or warped text.",
    size='2048*2048'
)

if response.status_code == 200:
    print(json.dumps(response, ensure_ascii=False))
else:
    print(f"HTTP status code: {response.status_code}")
    print(f"Error code: {response.code}")
    print(f"Error message: {response.message}")
    print("See documentation: https://www.alibabacloud.com/help/zh/model-studio/error-code")

Contoh respons

URL gambar kedaluwarsa setelah 24 jam. Unduh gambar segera.

{
    "status_code": 200,
    "request_id": "d2d1a8c0-325f-9b9d-8b90-xxxxxx",
    "code": "",
    "message": "",
    "output": {
        "text": null,
        "finish_reason": null,
        "choices": [
            {
                "finish_reason": "stop",
                "message": {
                    "role": "assistant",
                    "content": [
                        {
                            "image": "https://dashscope-result-wlcb.oss-cn-wulanchabu.aliyuncs.com/xxx.png?Expires=xxx"
                        }
                    ]
                }
            }
        ]
    },
    "usage": {
        "input_tokens": 0,
        "output_tokens": 0,
        "width": 2048,
        "image_count": 1,
        "height": 2048
    }
}

Contoh permintaan

import com.alibaba.dashscope.aigc.multimodalconversation.MultiModalConversation;
import com.alibaba.dashscope.aigc.multimodalconversation.MultiModalConversationParam;
import com.alibaba.dashscope.aigc.multimodalconversation.MultiModalConversationResult;
import com.alibaba.dashscope.common.MultiModalMessage;
import com.alibaba.dashscope.common.Role;
import com.alibaba.dashscope.exception.ApiException;
import com.alibaba.dashscope.exception.NoApiKeyException;
import com.alibaba.dashscope.exception.UploadFileException;
import com.alibaba.dashscope.utils.JsonUtils;
import com.alibaba.dashscope.utils.Constants;

import java.io.IOException;
import java.util.Arrays;
import java.util.Collections;
import java.util.HashMap;
import java.util.Map;

public class QwenImage {

    static {
        // Gunakan URL ini untuk wilayah Singapura. Untuk wilayah Beijing, ganti dengan: https://dashscope.aliyuncs.com/api/v1
        Constants.baseHttpApiUrl = "https://dashscope-intl.aliyuncs.com/api/v1";
    }

    // Kunci API berbeda antara wilayah Beijing dan Singapura. Dapatkan Kunci API Anda: https://www.alibabacloud.com/help/zh/model-studio/get-api-key
    // Jika Anda belum menyetel variabel lingkungan, ganti baris di bawah ini dengan: static String apiKey="sk-xxx"
    static String apiKey = System.getenv("DASHSCOPE_API_KEY");

    public static void call() throws ApiException, NoApiKeyException, UploadFileException, IOException {

        MultiModalConversation conv = new MultiModalConversation();

        MultiModalMessage userMessage = MultiModalMessage.builder().role(Role.USER.getValue())
                .content(Arrays.asList(
                        Collections.singletonMap("text", "Healing-style hand-drawn poster featuring three puppies playing with a ball on lush green grass, adorned with decorative elements such as birds and stars. The main title “Come Play Ball!” is prominently displayed at the top in bold, blue cartoon font. Below it, the subtitle “Come [Show Off Your Skills]!” appears in green font. A speech bubble adds playful charm with the text: “Hehe, watch me amaze my little friends next!” At the bottom, supplementary text reads: “We get to play ball with our friends again!” The color palette centers on fresh greens and blues, accented with bright pink and yellow tones to highlight a cheerful, childlike atmosphere.")
                )).build();

        Map<String, Object> parameters = new HashMap<>();
        parameters.put("watermark", false);
        parameters.put("prompt_extend", true);
        parameters.put("negative_prompt", "Low resolution, low quality, distorted limbs, malformed fingers, oversaturated colors, wax-figure appearance, lack of facial detail, excessive smoothness, AI-looking artifacts, chaotic composition, blurry or warped text.");
        parameters.put("size", "2048*2048");

        MultiModalConversationParam param = MultiModalConversationParam.builder()
                .apiKey(apiKey)
                .model("qwen-image-2.0-pro")
                .messages(Collections.singletonList(userMessage))
                .parameters(parameters)
                .build();

        MultiModalConversationResult result = conv.call(param);
        System.out.println(JsonUtils.toJson(result));
    }

    public static void main(String[] args) {
        try {
            call();
        } catch (ApiException | NoApiKeyException | UploadFileException | IOException e) {
            System.out.println(e.getMessage());
        }
        System.exit(0);
    }

Contoh respons

URL gambar kedaluwarsa setelah 24 jam. Unduh gambar segera.

{
    "requestId": "5b6f2d04-b019-40db-a5cc-xxxxxx",
    "usage": {
        "image_count": 1,
        "width": 2048,
        "height": 2048
    },
    "output": {
        "choices": [
            {
                "finish_reason": "stop",
                "message": {
                    "role": "assistant",
                    "content": [
                        {
                            "image": "https://dashscope-result-wlcb.oss-cn-wulanchabu.aliyuncs.com/xxx.png?Expires=xxx"
                        }
                    ]
                }
            }
        ]
    }
}

Contoh respons

{
    "output": {
        "choices": [
            {
                "finish_reason": "stop",
                "message": {
                    "content": [
                        {
                            "image": "https://dashscope-result-sh.oss-cn-shanghai.aliyuncs.com/xxx.png?Expires=xxx"
                        }
                    ],
                    "role": "assistant"
                }
            }
        ]
    },
    "usage": {
        "height": 2048,
        "image_count": 1,
        "width": 2048
    },
    "request_id": "d0250a3d-b07f-49e1-bdc8-6793f4929xxx"
}

Contoh permintaan

import os
import dashscope
from dashscope.aigc.image_generation import ImageGeneration
from dashscope.api_entities.dashscope_response import Message

# URL wilayah Singapura. base_url berbeda berdasarkan wilayah.
dashscope.base_http_api_url = 'https://dashscope-intl.aliyuncs.com/api/v1'

# Jika DASHSCOPE_API_KEY tidak disetel, ganti dengan: api_key="sk-xxx"
# Kunci API berbeda berdasarkan wilayah. Lihat https://www.alibabacloud.com/help/en/model-studio/get-api-key
api_key = os.getenv("DASHSCOPE_API_KEY")

message = Message(
    role="user",
    content=[
        {
            'text': 'A flower shop with exquisite windows, a beautiful wooden door, and flowers on display'
        }
    ]
)
print("----sync call, please wait a moment----")
rsp = ImageGeneration.call(
    model="wan2.6-t2i",
    api_key=api_key,
    messages=[message],
    negative_prompt="",
    prompt_extend=True,
    watermark=False,
    n=1,
    size="1280*1280"
)
print(rsp)

Contoh respons

URL berlaku selama 24 jam. Unduh segera.

{
    "status_code": 200,
    "request_id": "820dd0db-eb42-4e05-8d6a-1ddb4axxxxxx",
    "code": "",
    "message": "",
    "output": {
        "text": null,
        "finish_reason": null,
        "choices": [
            {
                "finish_reason": "stop",
                "message": {
                    "role": "assistant",
                    "content": [
                        {
                            "image": "https://dashscope-result-bj.oss-cn-beijing.aliyuncs.com/xxxxxx.png?Expires=xxxxxx",
                            "type": "image"
                        }
                    ]
                }
            }
        ],
        "audio": null,
        "finished": true
    },
    "usage": {
        "input_tokens": 0,
        "output_tokens": 0,
        "characters": 0,
        "image_count": 1,
        "size": "1280*1280",
        "total_tokens": 0
    }
}

Contoh permintaan

import com.alibaba.dashscope.aigc.imagegeneration.*;
import com.alibaba.dashscope.exception.ApiException;
import com.alibaba.dashscope.exception.NoApiKeyException;
import com.alibaba.dashscope.exception.UploadFileException;
import com.alibaba.dashscope.utils.Constants;
import com.alibaba.dashscope.utils.JsonUtils;
import java.util.Collections;

public class Main {

    static {
        // URL wilayah Singapura. base_url berbeda berdasarkan wilayah.
        Constants.baseHttpApiUrl = "https://dashscope-intl.aliyuncs.com/api/v1";
    }

    // Jika DASHSCOPE_API_KEY tidak disetel, ganti dengan: apiKey="sk-xxx"
    // Kunci API berbeda berdasarkan wilayah. Lihat https://www.alibabacloud.com/help/en/model-studio/get-api-key
    static String apiKey = System.getenv("DASHSCOPE_API_KEY");

    public static void basicCall() throws ApiException, NoApiKeyException, UploadFileException {
        ImageGenerationMessage message = ImageGenerationMessage.builder()
                .role("user")
                .content(Collections.singletonList(
                        Collections.singletonMap("text", "A flower shop with exquisite windows, a beautiful wooden door, and flowers on display")
                )).build();

        ImageGenerationParam param = ImageGenerationParam.builder()
                .apiKey(apiKey)
                .model("wan2.6-t2i")
                .n(1)
                .size("1280*1280")
                .negativePrompt=""
                .promptExtend=true
                .watermark=false
                .messages(Collections.singletonList(message))
                .build();

        ImageGeneration imageGeneration = new ImageGeneration();
        ImageGenerationResult result = null;
        try {
            System.out.println("---sync call, please wait a moment----");
            result = imageGeneration.call(param);
        } catch (ApiException | NoApiKeyException | UploadFileException e) {
            throw new RuntimeException(e.getMessage());
        }
        System.out.println(JsonUtils.toJson(result));
    }

    public static void main(String[] args) {
        try {
            basicCall();
        } catch (ApiException | NoApiKeyException | UploadFileException e) {
            System.out.println(e.getMessage());
        }
    }
}

Contoh respons

URL berlaku selama 24 jam. Unduh segera.

{
    "status_code": 200,
    "request_id": "50b57166-eaaa-4f17-b1e0-35a5ca88672c",
    "code": "",
    "message": "",
    "output": {
        "choices": [
            {
                "finish_reason": "stop",
                "message": {
                    "role": "assistant",
                    "content": [
                        {
                            "image": "https://dashscope-result-sh.oss-cn-shanghai.aliyuncs.com/xxx.png?Expires=xxx",
                            "type": "image"
                        }
                    ]
                }
            }
        ],
        "finished": true
    },
    "usage": {
        "input_tokens": 0,
        "output_tokens": 0,
        "image_count": 1,
        "size": "1280*1280",
        "total_tokens": 0
    }
}

Langkah 1: Kirim tugas

Permintaan ini mengembalikan ID tugas (task_id).

curl --location 'https://dashscope-intl.aliyuncs.com/api/v1/services/aigc/image-generation/generation' \
--header 'Content-Type: application/json' \
--header "Authorization: Bearer $DASHSCOPE_API_KEY" \
--header 'X-DashScope-Async: enable' \
--data '{
    "model": "wan2.6-t2i",
    "input": {
        "messages": [
            {
                "role": "user",
                "content": [
                    {
                        "text": "A flower shop with exquisite windows, a beautiful wooden door, and flowers on display"
                    }
                ]
            }
        ]
    },
    "parameters": {
        "prompt_extend": true,
        "watermark": false,
        "n": 1,
        "negative_prompt": "",
        "size": "1280*1280"
    }
}'

Langkah 2: Kueri hasil menggunakan ID tugas

Gunakan task_id dari Langkah 1. Poll status tugas hingga task_status menjadi SUCCEEDED atau FAILED.

curl -X GET https://dashscope-intl.aliyuncs.com/api/v1/tasks/{task_id} \
--header "Authorization: Bearer $DASHSCOPE_API_KEY"