初始化

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2026-02-22 18:55:40 +08:00
commit 8392cdd861
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<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0"
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
<modelVersion>4.0.0</modelVersion>
<parent>
<groupId>com.easyagents</groupId>
<artifactId>easy-agents-image</artifactId>
<version>${revision}</version>
</parent>
<name>easy-agents-image-siliconflow</name>
<artifactId>easy-agents-image-siliconflow</artifactId>
<properties>
<maven.compiler.source>8</maven.compiler.source>
<maven.compiler.target>8</maven.compiler.target>
<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
</properties>
<dependencies>
<dependency>
<groupId>com.easyagents</groupId>
<artifactId>easy-agents-core</artifactId>
<scope>compile</scope>
</dependency>
<dependency>
<groupId>junit</groupId>
<artifactId>junit</artifactId>
<scope>test</scope>
</dependency>
</dependencies>
</project>

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/*
* Copyright (c) 2023-2026, Easy-Agents (fuhai999@gmail.com).
* <p>
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
* <p>
* http://www.apache.org/licenses/LICENSE-2.0
* <p>
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package com.easyagents.image.siliconflow;
import com.easyagents.core.model.client.HttpClient;
import com.easyagents.core.model.image.*;
import com.easyagents.core.util.Maps;
import com.easyagents.core.util.StringUtil;
import com.alibaba.fastjson2.JSON;
import com.alibaba.fastjson2.JSONArray;
import com.alibaba.fastjson2.JSONObject;
import java.util.HashMap;
import java.util.Map;
public class SiliconImageModel implements ImageModel {
private SiliconflowImageModelConfig config;
private HttpClient httpClient = new HttpClient();
public SiliconImageModel(SiliconflowImageModelConfig config) {
this.config = config;
}
@Override
public ImageResponse generate(GenerateImageRequest request) {
Map<String, String> headers = new HashMap<>();
headers.put("Content-Type", "application/json");
headers.put("Authorization", "Bearer " + config.getApiKey());
String payload = Maps.of("prompt", request.getPrompt())
.setIfNotEmpty("negative_prompt", request.getNegativePrompt())
.setOrDefault("image_size", request.getSize(), config.getImageSize())
.setOrDefault("batch_size", request.getN(), 1)
.setOrDefault("num_inference_steps", request.getOption("num_inference_steps"), config.getNumInferenceSteps())
.setOrDefault("guidance_scale", request.getOption("guidance_scale"), config.getGuidanceScale())
.toJSON();
String url = config.getEndpoint() + SiliconflowImageModels.getPath(config.getModel());
String response = httpClient.post(url, headers, payload);
if (StringUtil.noText(response)) {
return ImageResponse.error("response is no text");
}
if (StringUtil.notJsonObject(response)) {
return ImageResponse.error(response);
}
JSONObject jsonObject = JSON.parseObject(response);
JSONArray imagesArray = jsonObject.getJSONArray("images");
if (imagesArray == null || imagesArray.isEmpty()) {
return null;
}
ImageResponse imageResponse = new ImageResponse();
for (int i = 0; i < imagesArray.size(); i++) {
JSONObject imageObject = imagesArray.getJSONObject(i);
imageResponse.addImage(imageObject.getString("url"));
}
return imageResponse;
}
@Override
public ImageResponse img2imggenerate(GenerateImageRequest request) {
return null;
}
@Override
public ImageResponse edit(EditImageRequest request) {
throw new IllegalStateException("SiliconImageModel Can not support edit image.");
}
@Override
public ImageResponse vary(VaryImageRequest request) {
throw new IllegalStateException("SiliconImageModel Can not support vary image.");
}
}

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/*
* Copyright (c) 2023-2026, Easy-Agents (fuhai999@gmail.com).
* <p>
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
* <p>
* http://www.apache.org/licenses/LICENSE-2.0
* <p>
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package com.easyagents.image.siliconflow;
import java.io.Serializable;
public class SiliconflowImageModelConfig implements Serializable {
private String endpoint = "https://api.siliconflow.cn";
private String model = SiliconflowImageModels.flux_1_schnell;
private String apiKey;
private Integer numInferenceSteps = 20;
private Integer guidanceScale = 7;
private String imageSize = "1024x1024";
public String getEndpoint() {
return endpoint;
}
public void setEndpoint(String endpoint) {
this.endpoint = endpoint;
}
public String getModel() {
return model;
}
public void setModel(String model) {
this.model = model;
}
public String getApiKey() {
return apiKey;
}
public void setApiKey(String apiKey) {
this.apiKey = apiKey;
}
public Integer getNumInferenceSteps() {
return numInferenceSteps;
}
public void setNumInferenceSteps(Integer numInferenceSteps) {
this.numInferenceSteps = numInferenceSteps;
}
public Integer getGuidanceScale() {
return guidanceScale;
}
public void setGuidanceScale(Integer guidanceScale) {
this.guidanceScale = guidanceScale;
}
public String getImageSize() {
return imageSize;
}
public void setImageSize(String imageSize) {
this.imageSize = imageSize;
}
}

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package com.easyagents.image.siliconflow;
import com.easyagents.core.util.Maps;
import java.util.Map;
public class SiliconflowImageModels {
/**
* 由 Black Forest Labs 开发的 120 亿参数文生图模型,采用潜在对抗扩散蒸馏技术,能够在 1 到 4 步内生成高质量图像。该模型性能媲美闭源替代品,并在 Apache-2.0 许可证下发布,适用于个人、科研和商业用途。
*/
public static final String flux_1_schnell = "FLUX.1-schnell";
/**
* 由 Stability AI 开发并开源的文生图大模型,其创意图像生成能力位居行业前列。具备出色的指令理解能力,能够支持反向 Prompt 定义来精确生成内容。
*/
public static final String Stable_Diffusion_3 = "Stable Diffusion 3";
public static final String Stable_Diffusion_XL = "Stable Diffusion XL";
public static final String Stable_Diffusion_2_1 = "Stable Diffusion 2.1";
public static final String Stable_Diffusion_Turbo = "Stable Diffusion Turbo";
public static final String Stable_Diffusion_XL_Turbo = "Stable Diffusion XL Turbo";
public static final String Stable_Diffusion_XL_Lighting = "Stable Diffusion XL Lighting";
private static Map<String, Object> modelsPathMapping = Maps
.of(flux_1_schnell, "/v1/black-forest-labs/FLUX.1-schnell/text-to-image")
.set(Stable_Diffusion_3, "/v1/stabilityai/stable-diffusion-3-medium/text-to-image")
.set(Stable_Diffusion_XL, "/v1/stabilityai/stable-diffusion-xl-base-1.0/text-to-image")
.set(Stable_Diffusion_2_1, "/v1/stabilityai/stable-diffusion-2-1/text-to-image")
.set(Stable_Diffusion_Turbo, "/v1/stabilityai/sd-turbo/text-to-image")
.set(Stable_Diffusion_XL_Turbo, "/v1/stabilityai/sdxl-turbo/text-to-image")
.set(Stable_Diffusion_XL_Lighting, "/v1/ByteDance/SDXL-Lightning/text-to-image")
;
public static String getPath(String model) {
return (String) modelsPathMapping.get(model);
}
}

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/*
* Copyright (c) 2023-2026, Easy-Agents (fuhai999@gmail.com).
* <p>
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
* <p>
* http://www.apache.org/licenses/LICENSE-2.0
* <p>
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package com.easyagents.image.siliconflow.test;
import com.easyagents.core.model.image.GenerateImageRequest;
import com.easyagents.core.model.image.Image;
import com.easyagents.core.model.image.ImageResponse;
import com.easyagents.image.siliconflow.SiliconImageModel;
import com.easyagents.image.siliconflow.SiliconflowImageModelConfig;
import com.easyagents.image.siliconflow.SiliconflowImageModels;
import org.junit.Test;
import java.io.File;
public class SiliconflowImageModelTest {
@Test
public void testGenImage(){
SiliconflowImageModelConfig config = new SiliconflowImageModelConfig();
config.setModel(SiliconflowImageModels.Stable_Diffusion_XL);
config.setApiKey("sk-****");
SiliconImageModel imageModel = new SiliconImageModel(config);
GenerateImageRequest request = new GenerateImageRequest();
request.setPrompt("A cute little tiger standing in the high-speed train");
request.setSize(1024,1024);
request.setN(4);
ImageResponse generate = imageModel.generate(request);
if (generate != null && generate.getImages() != null){
int index = 0;
for (Image image : generate.getImages()) {
image.writeToFile(new File("/Users/michael/Desktop/test/image"+(index++)+".jpg"));
}
}
System.out.println(generate);
}
}