{"id":59842,"date":"2025-09-25T21:38:39","date_gmt":"2025-09-25T13:38:39","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=59842"},"modified":"2025-09-25T21:38:39","modified_gmt":"2025-09-25T13:38:39","slug":"dify-shizhanjiaocheng","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/dify-shizhanjiaocheng\/","title":{"rendered":"Dify \u5b9e\u6218\u6559\u7a0b\uff1a\u96f6\u6210\u672c\u96c6\u6210 Qwen-Image\uff0c\u6784\u5efa\u591a\u8f6e\u5bf9\u8bdd\u5f0f AI \u56fe\u50cf\u7f16\u8f91\u5e94\u7528"},"content":{"rendered":"

\u524d\u8a00\uff1a\u6784\u5efa\u7ecf\u6d4e\u9ad8\u6548\u7684 AI \u56fe\u50cf\u751f\u6210\u4e0e\u7f16\u8f91\u5de5\u4f5c\u6d41<\/h2>\n

\u901a\u4e49\u5343\u95ee<\/a>\u00a0Qwen-Image<\/code>\u00a0\u4f5c\u4e3a\u4e00\u6b3e\u5f00\u6e90\u7684\u6587\u751f\u56fe\u6a21\u578b\uff0c\u51ed\u501f\u5176\u5728\u590d\u6742\u6587\u672c\u6e32\u67d3\uff0c\u5c24\u5176\u662f\u4e2d\u6587\u5b57\u7b26\u751f\u6210\u65b9\u9762\u7684\u5353\u8d8a\u80fd\u529b\uff0c\u83b7\u5f97\u4e86\u5e7f\u6cdb\u5173\u6ce8\u3002 \u4e0e\u4e3b\u6d41\u6a21\u578b\u76f8\u6bd4\uff0c\u5b83\u80fd\u5728\u56fe\u50cf\u4e2d\u7cbe\u51c6\u5730\u5d4c\u5165\u591a\u884c\u3001\u591a\u6bb5\u7684\u6587\u5b57\u5185\u5bb9\uff0c\u4e3a\u6d77\u62a5\u8bbe\u8ba1\u3001\u5185\u5bb9\u521b\u4f5c\u7b49\u573a\u666f\u63d0\u4f9b\u4e86\u65b0\u7684\u53ef\u80fd\u6027\u3002<\/p>\n

\u7136\u800c\uff0c\u5c3d\u7ba1\u6a21\u578b\u672c\u8eab\u662f\u5f00\u6e90\u7684\uff0c\u4f46\u901a\u8fc7\u5546\u4e1a\u5e73\u53f0\u8c03\u7528\u6b64\u7c7b\u670d\u52a1\u7684\u6210\u672c\u5f80\u5f80\u4e0d\u83f2\u3002\u4f8b\u5982\uff0c\u4e00\u4e9b\u5e73\u53f0\u63d0\u4f9b\u7684\u63d2\u4ef6\u670d\u52a1\u5728\u514d\u8d39\u989d\u5ea6\u8017\u5c3d\u540e\uff0c\u6bcf\u5f20\u56fe\u7247\u7684\u751f\u6210\u8d39\u7528\u53ef\u80fd\u9ad8\u8fbe0.25\u5143\uff0c\u8fd9\u5bf9\u4e8e\u9700\u8981\u5927\u91cf\u751f\u6210\u6216\u9891\u7e41\u8fed\u4ee3\u7684\u7528\u6237\u800c\u8a00\u662f\u4e00\u7b14\u4e0d\u5c0f\u7684\u5f00\u9500\u3002<\/p>\n

\u672c\u6587\u5c06\u63a2\u8ba8\u4e00\u79cd\u66ff\u4ee3\u65b9\u6848\uff0c\u65e8\u5728\u5229\u7528\u00a0Dify<\/a><\/code>\u00a0\u5e94\u7528\u7f16\u6392\u5e73\u53f0\u3001ModelScope<\/code>\uff08\u9b54\u642d\u793e\u533a\uff09\u7684\u00a0Qwen-Image<\/code>\u00a0\u63d2\u4ef6\u4ee5\u53ca\u817e\u8baf\u4e91\u5bf9\u8c61\u5b58\u50a8\uff08COS<\/code>\uff09\uff0c\u642d\u5efa\u4e00\u4e2a\u517c\u5177\u5f3a\u5927\u529f\u80fd\u4e0e\u6210\u672c\u6548\u76ca\u7684\u56fe\u50cf\u751f\u6210\u4e0e\u7f16\u8f91\u667a\u80fd\u4f53\uff08Agent\uff09\u3002\u6700\u7ec8\u5b9e\u73b0\u7684\u6548\u679c\u5982\u4e0b\uff0c\u8be5\u667a\u80fd\u4f53\u4e0d\u4ec5\u80fd\u6839\u636e\u6587\u672c\u751f\u6210\u56fe\u50cf\uff0c\u8fd8\u80fd\u5728\u540e\u7eed\u5bf9\u8bdd\u4e2d\u5bf9\u5df2\u751f\u6210\u7684\u56fe\u50cf\u8fdb\u884c\u4fee\u6539\u3002<\/p>\n

\"\"<\/p>\n

\u7cfb\u7edf\u642d\u5efa\u7684\u51c6\u5907\u5de5\u4f5c<\/h2>\n

\u5728\u5f00\u59cb\u6784\u5efa\u4e4b\u524d\uff0c\u9700\u8981\u51c6\u5907\u597d\u4ee5\u4e0b\u51e0\u4e2a\u5173\u952e\u7ec4\u4ef6\u548c\u670d\u52a1\u3002\u6574\u4e2a\u7cfb\u7edf\u7684\u6838\u5fc3\u662f\u00a0Dify<\/code>\u00a0\u5e73\u53f0\u4e0a\u7684\u00a0Qwen Text2Image & Image2Image<\/code>\u00a0\u63d2\u4ef6\u3002<\/p>\n

1. Dify \u63d2\u4ef6\u5e02\u573a\u4e0e Qwen-Image \u63d2\u4ef6<\/h3>\n

Dify<\/code>\u00a0\u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u00a0LLM<\/code>\u00a0\u5e94\u7528\u5f00\u53d1\u5e73\u53f0\uff0c\u5141\u8bb8\u7528\u6237\u901a\u8fc7\u53ef\u89c6\u5316\u7684\u754c\u9762\u7f16\u6392\u548c\u521b\u5efa\u00a0AI<\/code>\u00a0\u5e94\u7528\u3002\u9996\u5148\uff0c\u9700\u8981\u5728\u00a0Dify<\/code>\u00a0\u7684\u63d2\u4ef6\u5e02\u573a\u4e2d\u627e\u5230\u5e76\u4e0b\u8f7d\u00a0Qwen Text2Image & Image2Image<\/code>\u00a0\u63d2\u4ef6\u3002<\/p>\n

\"\"<\/p>\n

2. ModelScope \u793e\u533a\u8bbf\u95ee\u51ed\u8bc1<\/h3>\n

ModelScope<\/code>\uff08\u9b54\u642d\u793e\u533a\uff09\u662f\u963f\u91cc\u5df4\u5df4\u65d7\u4e0b\u7684\u4e00\u4e2a\u6a21\u578b\u5f00\u6e90\u793e\u533a\uff0c\u63d0\u4f9b\u4e86\u5927\u91cf\u9884\u8bad\u7ec3\u6a21\u578b\u548c\u00a0API<\/code>\u00a0\u670d\u52a1\u3002\u8981\u4f7f\u7528\u00a0Dify<\/code>\u00a0\u4e0a\u7684\u00a0Qwen-Image<\/code>\u00a0\u63d2\u4ef6\uff0c\u9700\u8981\u4e00\u4e2a\u00a0ModelScope<\/code>\u00a0\u793e\u533a\u7684\u00a0API Key<\/code>\u00a0\u4f5c\u4e3a\u8bbf\u95ee\u51ed\u8bc1\u3002<\/p>\n

\u53ef\u4ee5\u4ece\u00a0ModelScope<\/code>\u00a0\u5b98\u7f51\u7684\u4e2a\u4eba\u4e2d\u5fc3\u83b7\u53d6\u00a0API Key<\/code>\uff1ahttps:\/\/modelscope.cn\/my\/myaccesstoken<\/a><\/p>\n

\"\"<\/p>\n

3. \u817e\u8baf\u4e91\u5bf9\u8c61\u5b58\u50a8 (COS)<\/h3>\n

Qwen-Image<\/code>\u00a0\u7684\u56fe\u50cf\u7f16\u8f91\uff08\u56fe\u6539\u56fe\uff09\u529f\u80fd\u8981\u6c42\u8f93\u5165\u7684\u539f\u59cb\u56fe\u7247\u5fc5\u987b\u662f\u53ef\u901a\u8fc7\u516c\u7f51\u8bbf\u95ee\u7684\u00a0URL<\/code>\u00a0\u5730\u5740\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u53ef\u4ee5\u5229\u7528\u4e91\u5b58\u50a8\u670d\u52a1\u3002\u672c\u6587\u9009\u7528\u817e\u8baf\u4e91\u5bf9\u8c61\u5b58\u50a8\uff08COS<\/code>\uff09\u6765\u5b58\u653e\u751f\u6210\u7684\u56fe\u7247\uff0c\u5e76\u4e3a\u5176\u751f\u6210\u516c\u7f51\u94fe\u63a5\u3002<\/p>\n

\u9700\u8981\u521b\u5efa\u4e00\u4e2a\u817e\u8baf\u4e91\u00a0COS<\/code>\u00a0\u5b58\u50a8\u6876\uff08Bucket\uff09\uff0c\u7528\u4e8e\u540e\u7eed\u7684\u56fe\u7247\u4e0a\u4f20\u3002\u5177\u4f53\u914d\u7f6e\u8fc7\u7a0b\u6b64\u5904\u4e0d\u8d58\u8ff0\uff0c\u53ea\u9700\u786e\u4fdd Bucket \u5177\u5907\u516c\u6709\u8bfb\u6743\u9650\u5373\u53ef\u3002<\/p>\n

\u8bbf\u95ee\u5730\u5740\uff1ahttps:\/\/console.cloud.tencent.com\/cos\/bucket<\/a><\/p>\n

\"\"<\/p>\n

4. \u7528\u4e8e\u56fe\u7247\u4e0a\u4f20\u7684 API \u670d\u52a1<\/h3>\n

\u4e3a\u4e86\u5c06\u00a0Dify<\/code>\u00a0\u5de5\u4f5c\u6d41\u4e2d\u751f\u6210\u7684\u56fe\u7247\u4e0a\u4f20\u5230\u817e\u8baf\u4e91\u00a0COS<\/code>\uff0c\u9700\u8981\u4e00\u4e2a\u4e2d\u95f4\u670d\u52a1\u4f5c\u4e3a\u6865\u6881\u3002\u8fd9\u4e2a\u670d\u52a1\u63a5\u6536\u00a0Dify<\/code>\u00a0\u53d1\u9001\u7684\u56fe\u7247\u6587\u4ef6\uff0c\u6267\u884c\u4e0a\u4f20\u64cd\u4f5c\uff0c\u7136\u540e\u8fd4\u56de\u56fe\u7247\u7684\u516c\u7f51\u00a0URL<\/code>\u3002<\/p>\n

\u53ef\u4ee5\u4f7f\u7528\u00a0FastAPI<\/code>\u00a0\u5feb\u901f\u642d\u5efa\u8fd9\u6837\u4e00\u4e2a\u63a5\u53e3\u670d\u52a1\u3002\u4ee5\u4e0b\u662f\u6838\u5fc3\u7684\u00a0Python<\/code>\u00a0\u4ee3\u7801\uff1a<\/p>\n

\u5b89\u5168\u8b66\u544a\uff1a<\/strong>\u00a0\u4ee5\u4e0b\u793a\u4f8b\u4ee3\u7801\u4e2d\u76f4\u63a5\u786c\u7f16\u7801\u4e86\u00a0secret_id<\/code>\u00a0\u548c\u00a0secret_key<\/code>\uff0c\u8fd9\u5b58\u5728\u6781\u5927\u7684\u5b89\u5168\u98ce\u9669\u3002\u5728\u751f\u4ea7\u73af\u5883\u4e2d\uff0c\u5207\u52ff<\/strong>\u5982\u6b64\u64cd\u4f5c\u3002\u5f3a\u70c8\u5efa\u8bae\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u3001\u914d\u7f6e\u6587\u4ef6\u6216\u4e13\u4e1a\u7684\u5bc6\u94a5\u7ba1\u7406\u670d\u52a1\u6765\u5b58\u50a8\u548c\u8c03\u7528\u8fd9\u4e9b\u654f\u611f\u51ed\u8bc1\u3002<\/p>\n

import requests\r\nimport json\r\nimport base64\r\nfrom PIL import Image\r\nimport io\r\nimport os\r\nimport sys\r\nfrom qcloud_cos import CosConfig, CosS3Client\r\nimport datetime\r\nimport random\r\nfrom fastapi import FastAPI, UploadFile, File\r\nfrom pydantic import BaseModel\r\n# --- \u914d\u7f6e\u4fe1\u606f ---\r\n# \u4e34\u65f6\u6587\u4ef6\u5b58\u50a8\u8def\u5f84\r\noutput_path = \"D:\\\\tmp\\\\zz\" \r\n# \u817e\u8baf\u4e91 COS \u914d\u7f6e\r\nregion = \"ap-guangzhou\"\r\nsecret_id = \"AKIDnRsFUYKwfNvHQQFsIj9WpwpWzEG5hAUi\"  # \u66ff\u6362\u4e3a\u4f60\u7684 SecretId\r\nsecret_key = \"5xb1EF9*******ydFi1MYWHpMpBbtx\"  # \u66ff\u6362\u4e3a\u4f60\u7684 SecretKey\r\nbucket = \"jenya-130****694\"  # \u66ff\u6362\u4e3a\u4f60\u7684 Bucket \u540d\u79f0\r\napp = FastAPI()\r\nclass GenerateImageRequest(BaseModel):\r\nprompt: str\r\ndef generate_timestamp_filename(extension='png'):\r\n\"\"\"\u6839\u636e\u65f6\u95f4\u6233\u548c\u968f\u673a\u6570\u751f\u6210\u552f\u4e00\u6587\u4ef6\u540d\"\"\"\r\ntimestamp = datetime.datetime.now().strftime(\"%Y%m%d%H%M%S\")\r\nrandom_number = random.randint(1000, 9999)\r\nfilename = f\"{timestamp}_{random_number}.{extension}\"\r\nreturn filename\r\ndef base64_to_image(base64_string, output_dir):\r\n\"\"\"\u5c06 Base64 \u5b57\u7b26\u4e32\u89e3\u7801\u5e76\u4fdd\u5b58\u4e3a\u56fe\u7247\u6587\u4ef6\"\"\"\r\nfilename = generate_timestamp_filename()\r\noutput_filepath = os.path.join(output_dir, filename)\r\nimage_data = base64.b64decode(base64_string)\r\nimage = Image.open(io.BytesIO(image_data))\r\nimage.save(output_filepath)\r\nprint(f\"\u56fe\u7247\u5df2\u4fdd\u5b58\u5230 {output_filepath}\")\r\nreturn filename, output_filepath\r\ndef image_to_base64(image_data: bytes) -> str:\r\n\"\"\"\u5c06\u56fe\u7247\u6587\u4ef6\u6d41\u8f6c\u6362\u4e3a Base64 \u7f16\u7801\u7684\u5b57\u7b26\u4e32\"\"\"\r\nreturn base64.b64encode(image_data).decode('utf-8')\r\ndef upload_to_cos(file_name, base_path):\r\n\"\"\"\u4e0a\u4f20\u672c\u5730\u6587\u4ef6\u5230\u817e\u8baf\u4e91 COS\"\"\"\r\nconfig = CosConfig(Region=region, SecretId=secret_id, SecretKey=secret_key)\r\nclient = CosS3Client(config)\r\nfile_path = os.path.join(base_path, file_name)\r\nresponse = client.upload_file(\r\nBucket=bucket,\r\nLocalFilePath=file_path,\r\nKey=file_name\r\n)\r\nif response and 'ETag' in response:\r\nprint(f\"\u6587\u4ef6 {file_name} \u4e0a\u4f20\u6210\u529f\")\r\nurl = f\"https:\/\/{bucket}.cos.{region}.myqcloud.com\/{file_name}\"\r\nreturn url\r\nelse:\r\nprint(f\"\u6587\u4ef6 {file_name} \u4e0a\u4f20\u5931\u8d25\")\r\nreturn None\r\n@app.post(\"\/upload_image\/\")\r\nasync def upload_image_endpoint(file: UploadFile = File(...)):\r\n\"\"\"\u63a5\u6536\u56fe\u7247\u6587\u4ef6\uff0c\u4e0a\u4f20\u5230 COS \u5e76\u8fd4\u56de URL\"\"\"\r\nfile_content = await file.read()\r\n# \u5c06\u4e0a\u4f20\u7684\u6587\u4ef6\u5185\u5bb9\uff08\u4e8c\u8fdb\u5236\uff09\u76f4\u63a5\u8f6c\u6362\u4e3a Base64\r\nimage_base64 = image_to_base64(file_content)\r\n# \u5c06 Base64 \u4fdd\u5b58\u4e3a\u672c\u5730\u4e34\u65f6\u6587\u4ef6\r\nfilename, local_path = base64_to_image(image_base64, output_path)\r\n# \u4e0a\u4f20\u5230\u817e\u8baf\u4e91 COS\r\npublic_url = upload_to_cos(filename, output_path)\r\nif public_url:\r\nreturn {\r\n\"filename\": filename,\r\n\"local_path\": local_path,\r\n\"url\": public_url\r\n}\r\nelse:\r\nraise HTTPException(status_code=500, detail=\"Image upload to COS failed.\")\r\nif __name__ == \"__main__\":\r\nimport uvicorn\r\n# \u786e\u4fdd\u4e34\u65f6\u6587\u4ef6\u5939\u5b58\u5728\r\nif not os.path.exists(output_path):\r\nos.makedirs(output_path)\r\nuvicorn.run(app, host=\"0.0.0.0\", port=8083)\r\n<\/code><\/pre>\n
\u5c06\u4ee5\u4e0a\u4ee3\u7801\u4fdd\u5b58\u4e3a\u00a0main.py<\/code>\u00a0\u6587\u4ef6\u5e76\u8fd0\u884c\uff0c\u5373\u53ef\u542f\u52a8\u4e00\u4e2a\u76d1\u542c\u5728\u00a08083<\/code>\u00a0\u7aef\u53e3\u7684\u00a0HTTP<\/code>\u00a0\u670d\u52a1\u3002<\/p>\n
\"\"<\/p>\n
Dify \u5de5\u4f5c\u6d41\u642d\u5efa\u6d41\u7a0b<\/h2>\n
\u6838\u5fc3\u601d\u8def\u662f\u5b9e\u73b0\u4e00\u4e2a\u53ef\u4ee5\u8fdb\u884c\u591a\u8f6e\u5bf9\u8bdd\u7684\u667a\u80fd\u4f53\uff0c\u5b83\u80fd\u591f\u533a\u5206\u7528\u6237\u7684\u610f\u56fe\u662f\u201c\u751f\u6210\u65b0\u56fe\u201d\u8fd8\u662f\u201c\u4fee\u6539\u65e7\u56fe\u201d\uff0c\u5e76\u6839\u636e\u610f\u56fe\u6267\u884c\u76f8\u5e94\u7684\u64cd\u4f5c\u3002<\/p>\n
\u5173\u952e\u8282\u70b9\u5305\u62ec\uff1a<\/p>\n
    \n
  1. \u53c2\u6570\u63d0\u53d6\u5668<\/strong>\uff1a\u5224\u65ad\u7528\u6237\u610f\u56fe\u3002<\/li>\n
  2. HTTP \u8bf7\u6c42<\/strong>\uff1a\u5c06\u751f\u6210\u7684\u56fe\u7247\u4e0a\u4f20\u5230\u00a0API<\/code>\u00a0\u670d\u52a1\uff0c\u83b7\u53d6\u516c\u7f51\u00a0URL<\/code>\u3002<\/li>\n
  3. \u4f1a\u8bdd\u53d8\u91cf<\/strong>\uff1a\u5b58\u50a8\u56fe\u7247\u00a0URL<\/code>\uff0c\u7528\u4e8e\u591a\u8f6e\u5bf9\u8bdd\u4e2d\u7684\u56fe\u7247\u7f16\u8f91\u3002<\/li>\n<\/ol>\n
    1. \u5f00\u59cb\u8282\u70b9<\/h3>\n
    \u6b64\u8282\u70b9\u4f5c\u4e3a\u5de5\u4f5c\u6d41\u7684\u5165\u53e3\uff0c\u63a5\u6536\u7528\u6237\u7684\u8f93\u5165\u3002\u901a\u5e38\u4f7f\u7528\u9ed8\u8ba4\u914d\u7f6e\u5373\u53ef\u3002<\/p>\n
    2. \u53c2\u6570\u63d0\u53d6\u5668<\/h3>\n
    \u8fd9\u662f\u5b9e\u73b0\u591a\u8f6e\u5bf9\u8bdd\u903b\u8f91\u7684\u5173\u952e\u3002\u901a\u8fc7\u4e00\u4e2a\u5927\u8bed\u8a00\u6a21\u578b\uff08\u5efa\u8bae\u9009\u7528\u63a8\u7406\u80fd\u529b\u8f83\u5f3a\u7684\u6a21\u578b\uff09\u6765\u5206\u6790\u7528\u6237\u7684\u8f93\u5165\uff0c\u5224\u65ad\u5176\u610f\u56fe\u662f\u9996\u6b21\u751f\u6210\u56fe\u7247\u8fd8\u662f\u4fee\u6539\u5df2\u6709\u56fe\u7247\u3002\u6839\u636e\u5224\u65ad\u7ed3\u679c\uff0c\u4e3a\u53d8\u91cf\u00a0is_update<\/code>\u00a0\u8d4b\u4e88\u4e0d\u540c\u7684\u503c\uff08\u4f8b\u5982\u00a00<\/code>\u00a0\u8868\u793a\u751f\u56fe\uff0c1<\/code>\u00a0\u8868\u793a\u6539\u56fe\uff09\u3002<\/p>\n
    \"\"<\/p>\n
    3. \u4f1a\u8bdd\u53d8\u91cf\u4e0e\u6761\u4ef6\u5206\u652f<\/h3>\n
    \u4e3a\u4e86\u5728\u5bf9\u8bdd\u4e2d\u201c\u8bb0\u4f4f\u201d\u4e0a\u4e00\u6b21\u751f\u6210\u7684\u56fe\u7247\uff0c\u9700\u8981\u8bbe\u7f6e\u4e00\u4e2a\u4f1a\u8bdd\u53d8\u91cf\u00a0picture_url<\/code>\u00a0\u6765\u5b58\u50a8\u56fe\u7247\u7684\u516c\u7f51\u00a0URL<\/code>\u3002<\/p>\n
    \"\"<\/p>\n
    \u63a5\u4e0b\u6765\uff0c\u4f7f\u7528\u6761\u4ef6\u5206\u652f<\/strong>\u8282\u70b9\u3002\u8be5\u8282\u70b9\u6839\u636e\u4e24\u4e2a\u6761\u4ef6\u521b\u5efa\u4e0d\u540c\u7684\u6267\u884c\u8def\u5f84\uff1a<\/p>\n
      \n
    • \u5206\u652f\u4e00\uff08\u751f\u56fe\uff09<\/strong>\uff1a\u5f53\u00a0is_update<\/code>\u00a0\u7684\u503c\u4e3a\u00a00<\/code>\u00a0\u65f6\u89e6\u53d1\uff0c\u6267\u884c\u6587\u751f\u56fe\u6d41\u7a0b\u3002<\/li>\n
    • \u5206\u652f\u4e8c\uff08\u6539\u56fe\uff09<\/strong>\uff1a\u5f53\u00a0is_update<\/code>\u00a0\u7684\u503c\u4e3a\u00a01<\/code>\u00a0\u4e14\u00a0picture_url<\/code>\u00a0\u53d8\u91cf\u4e0d\u4e3a\u7a7a\u65f6\u89e6\u53d1\uff0c\u6267\u884c\u56fe\u6539\u56fe\u6d41\u7a0b\u3002<\/li>\n<\/ul>\n
      \"\"<\/p>\n
      4. LLM \u63d0\u793a\u8bcd\u4f18\u5316<\/h3>\n
      \u4e3a\u4e86\u8ba9\u00a0Qwen-Image<\/code>\u00a0\u751f\u6210\u66f4\u4e13\u4e1a\u7684\u56fe\u50cf\uff0c\u53ef\u4ee5\u5728\u8c03\u7528\u5b83\u4e4b\u524d\uff0c\u5148\u7528\u4e00\u4e2a\u00a0LLM<\/code>\u00a0\u8282\u70b9\u5bf9\u7528\u6237\u7684\u539f\u59cb\u63d0\u793a\u8bcd\u8fdb\u884c\u4f18\u5316\u548c\u6269\u5c55\u3002\u8fd9\u4e2a\u00a0LLM<\/code>\u00a0\u626e\u6f14\u201cAI \u7ed8\u753b\u63d0\u793a\u8bcd\u4e13\u5bb6\u201d\u7684\u89d2\u8272\uff0c\u5c06\u7b80\u5355\u7684\u7528\u6237\u63cf\u8ff0\u8f6c\u5316\u4e3a\u66f4\u4e30\u5bcc\u3001\u66f4\u7b26\u5408\u00a0AI<\/code>\u00a0\u7ed8\u753b\u4e60\u60ef\u7684\u82f1\u6587\u63d0\u793a\u8bcd\uff0c\u5e76\u5185\u7f6e\u5b89\u5168\u89c4\u5219\u8fc7\u6ee4\u3002<\/p>\n
      \u7cfb\u7edf\u63d0\u793a\u8bcd (System Prompt) \u793a\u4f8b\uff1a<\/strong><\/p>\n
      Role: AI\u7ed8\u753b\u548c\u4fee\u6539\u63d0\u793a\u8bcd\u4e13\u5bb6<\/h1>\n
      Profile<\/h2>\n
        \n
      • \u4e13\u957f: \u751f\u6210\u548c\u4fee\u6539AI\u7ed8\u753b\u63d0\u793a\u8bcd<\/li>\n
      • \u8bed\u8a00\u80fd\u529b: \u4e2d\u82f1\u6587\u53cc\u8bed\u6d41\u5229<\/li>\n
      • \u521b\u9020\u529b: \u9ad8<\/li>\n
      • \u5b89\u5168\u610f\u8bc6: \u5f3a<\/li>\n<\/ul>\n
        Background<\/h2>\n
        \u4f60\u662f\u4e00\u4f4d\u4e13\u4e1a\u7684AI\u7ed8\u753b\u63d0\u793a\u8bcd\u4e13\u5bb6,\u64c5\u957f\u5c06\u7528\u6237\u7684\u7b80\u5355\u63cf\u8ff0\u8f6c\u5316\u4e3a\u8be6\u7ec6\u3001\u5bcc\u6709\u521b\u610f\u7684AI\u7ed8\u753b\u63d0\u793a\u8bcd\u3002\u4f60\u8fd8\u80fd\u6839\u636e\u7528\u6237\u7684\u53cd\u9988\u4fee\u6539\u548c\u4f18\u5316\u63d0\u793a\u8bcd\u3002<\/p>\n
        Goals<\/h2>\n
          \n
        1. \u5c06\u7528\u6237\u7684\u7b80\u5355\u63cf\u8ff0\u8f6c\u5316\u4e3a\u8be6\u7ec6\u7684AI\u7ed8\u753b\u63d0\u793a\u8bcd<\/li>\n
        2. \u6839\u636e\u7528\u6237\u7684\u53cd\u9988\u4fee\u6539\u548c\u4f18\u5316\u63d0\u793a\u8bcd<\/li>\n
        3. \u786e\u4fdd\u751f\u6210\u7684\u5185\u5bb9\u7b26\u5408\u5b89\u5168\u548c\u9053\u5fb7\u6807\u51c6<\/li>\n<\/ol>\n
          Rules<\/h2>\n
            \n
          1. \u59cb\u7ec8\u4ee5\u82f1\u8bed\u751f\u6210\u6700\u7ec8\u7684AI\u7ed8\u753b\u63d0\u793a\u8bcd<\/li>\n
          2. \u63d0\u4f9b\u8be6\u7ec6\u3001\u5bcc\u6709\u60f3\u8c61\u529b\u7684\u63cf\u8ff0,\u5305\u62ec\u573a\u666f\u3001\u989c\u8272\u3001\u5149\u7ebf\u7b49\u5143\u7d20<\/li>\n
          3. \u4e25\u683c\u9075\u5b88\u5b89\u5168\u6307\u5357,\u4e0d\u751f\u6210\u4efb\u4f55\u4e0d\u9002\u5f53\u6216\u6709\u5bb3\u7684\u5185\u5bb9<\/li>\n<\/ol>\n
            Workflow<\/h2>\n
              \n
            1. \u5206\u6790\u7528\u6237\u7684\u521d\u59cb\u63cf\u8ff0<\/li>\n
            2. \u6269\u5c55\u63cf\u8ff0,\u6dfb\u52a0\u7ec6\u8282\u548c\u521b\u610f\u5143\u7d20<\/li>\n
            3. \u5c06\u6269\u5c55\u540e\u7684\u63cf\u8ff0\u8f6c\u6362\u4e3a\u82f1\u6587AI\u7ed8\u753b\u63d0\u793a\u8bcd<\/li>\n<\/ol>\n
              Safety Guidelines<\/h2>\n
                \n
              • \u7981\u6b62\u751f\u6210\u8272\u60c5\u3001\u66b4\u529b\u3001\u4ec7\u6068\u8a00\u8bba\u7b49\u4e0d\u9002\u5f53\u5185\u5bb9\u3002<\/li>\n
              • \u907f\u514d\u63cf\u8ff0\u4f24\u5bb3\u6216\u60b2\u5267\u3002<\/li>\n<\/ul>\n
                Output Format<\/h2>\n
                \u7528\u6237\u63cf\u8ff0: [\u7528\u6237\u539f\u59cb\u8f93\u5165]
                \n\u6269\u5c55\u63cf\u8ff0: [\u4e2d\u6587\u6269\u5c55\u63cf\u8ff0]
                \nAI\u7ed8\u753b\u63d0\u793a\u8bcd: [\u82f1\u6587AI\u7ed8\u753b\u63d0\u793a\u8bcd]<\/p>\n
                Examples<\/h2>\n
                \u7528\u6237\u63cf\u8ff0: \u8bf7\u5e2e\u6211\u751f\u6210\u4e00\u4e2a\u5c0f\u7537\u5b69\u8bfb\u4e66\u7684\u753b\u9762,\u5173\u952e\u5b57\u662f\u753b\u3002
                \n\u6269\u5c55\u63cf\u8ff0: \u4e00\u5e45\u6e29\u99a8\u7684\u753b\u9762,\u5c55\u793a\u4e86\u4e00\u4e2a\u53ef\u7231\u7684\u5c0f\u7537\u5b69\u4e13\u6ce8\u5730\u8bfb\u7740\u4e00\u672c\u5927\u4e66\u3002\u4ed6\u5750\u5728\u4e00\u4e2a\u8212\u9002\u7684\u6276\u624b\u6905\u4e0a,\u5468\u56f4\u662f\u6e29\u6696\u7684\u9ec4\u8272\u706f\u5149\u3002\u80cc\u666f\u662f\u4e00\u4e2a\u5145\u6ee1\u4e66\u7c4d\u7684\u4e66\u623f,\u5899\u4e0a\u6302\u7740\u51e0\u5e45\u827a\u672f\u753b\u4f5c\u3002\u7537\u5b69\u7684\u8868\u60c5\u5145\u6ee1\u597d\u5947\u548c\u559c\u60a6,\u4eff\u4f5b\u6c89\u6d78\u5728\u4e66\u4e2d\u7684\u4e16\u754c\u91cc\u3002
                \nAI\u7ed8\u753b\u63d0\u793a\u8bcd: A heartwarming painting of a cute little boy reading a large book. He is sitting in a comfortable armchair, surrounded by warm yellow light. The background shows a study room filled with books and a few artistic paintings on the walls. The boy’s expression is full of curiosity and joy, as if he’s immersed in the world of the book. The scene has a soft, painterly quality with visible brushstrokes.<\/p>\n
                \u7528\u6237\u63d0\u793a\u8bcd (User Prompt)\uff1a<\/strong><\/p>\n
                \u8bf7\u6839\u636e\u7528\u6237\u8f93\u5165\u63d0\u793a\u8bcd:{{#sys.query#}}<\/code><\/p>\n
                \u8282\u70b9\u914d\u7f6e\uff1a<\/strong><\/p>\n
                \"\"<\/p>\n
                5. \u8c03\u7528 Qwen-Image \u5de5\u5177<\/h3>\n
                \uff081\uff09\u6587\u751f\u56fe\u5206\u652f<\/strong><\/p>\n
                \u5728\u6b64\u5206\u652f\u4e2d\uff0c\u8c03\u7528\u00a0Qwen-Image<\/code>\u00a0\u63d2\u4ef6\uff0c\u5e76\u5c06\u524d\u4e00\u6b65\u00a0LLM<\/code>\u00a0\u4f18\u5316\u540e\u7684\u82f1\u6587\u63d0\u793a\u8bcd\u4f5c\u4e3a\u8f93\u5165\u3002<\/p>\n
                \"\"<\/p>\n
                \uff082\uff09\u56fe\u6539\u56fe\u5206\u652f<\/strong><\/p>\n
                \u5728\u6b64\u5206\u652f\u4e2d\uff0c\u540c\u6837\u8c03\u7528\u00a0Qwen-Image<\/code>\u00a0\u63d2\u4ef6\uff0c\u4f46\u9700\u8981\u63d0\u4f9b\u4e24\u4e2a\u8f93\u5165\uff1a<\/p>\n
                  \n
                • Image URL<\/strong>\uff1a\u5f15\u7528\u4f1a\u8bdd\u53d8\u91cf\u00a0picture_url<\/code>\uff0c\u5373\u4e0a\u6b21\u751f\u6210\u7684\u56fe\u7247\u5730\u5740\u3002<\/li>\n
                • Prompt<\/strong>\uff1a\u7528\u6237\u672c\u8f6e\u8f93\u5165\u7684\u4fee\u6539\u6307\u4ee4\uff0c\u540c\u6837\u7ecf\u8fc7\u00a0LLM<\/code>\u00a0\u4f18\u5316\u3002<\/li>\n<\/ul>\n
                  \"\"<\/p>\n
                  6. HTTP \u8bf7\u6c42\u4e0e\u56fe\u7247\u4e0a\u4f20<\/h3>\n
                  \u5728\u00a0Qwen-Image<\/code>\u00a0\u8282\u70b9\u4e4b\u540e\uff0c\u6dfb\u52a0\u4e00\u4e2a\u00a0HTTP \u8bf7\u6c42<\/strong>\u8282\u70b9\u3002\u6b64\u8282\u70b9\u5c06\u00a0Qwen-Image<\/code>\u00a0\u751f\u6210\u7684\u56fe\u7247\u6587\u4ef6\uff08files<\/code>\u00a0\u683c\u5f0f\uff09\u53d1\u9001\u5230\u4e4b\u524d\u90e8\u7f72\u7684\u00a0FastAPI<\/code>\u00a0\u670d\u52a1\u7684\u00a0\/upload_image\/<\/code>\u00a0\u63a5\u53e3\u3002API<\/code>\u00a0\u670d\u52a1\u4f1a\u8fd4\u56de\u4e00\u4e2a\u5305\u542b\u516c\u7f51\u00a0URL<\/code>\u00a0\u7684\u00a0JSON<\/code>\u00a0\u6570\u636e\u3002<\/p>\n
                  \"\"<\/p>\n
                  7. \u4ee3\u7801\u6267\u884c\u4e0e\u53d8\u91cf\u8d4b\u503c<\/h3>\n
                  \uff081\uff09\u63d0\u53d6 URL<\/strong><\/p>\n
                  \u63a5\u7740\u6dfb\u52a0\u4e00\u4e2a\u4ee3\u7801\u6267\u884c<\/strong>\u8282\u70b9\uff0c\u7528\u4e8e\u4ece\u4e0a\u4e00\u6b65\u00a0HTTP<\/code>\u00a0\u8bf7\u6c42\u8fd4\u56de\u7684\u00a0JSON<\/code>\u00a0\u4e2d\u89e3\u6790\u51fa\u56fe\u7247\u7684\u516c\u7f51\u00a0URL<\/code>\u3002<\/p>\n
                  \"\"<\/p>\n
                  \u4ee3\u7801\u5982\u4e0b\uff1a<\/p>\n
                  import json\r\ndef main(arg1: dict) -> dict:\r\n# arg1 \u662f HTTP \u8282\u70b9\u8fd4\u56de\u7684 JSON \u5bf9\u8c61\r\n# \u6839\u636e FastAPI \u7684\u8fd4\u56de\u7ed3\u6784\uff0cURL \u5728 'url' \u5b57\u6bb5\u4e2d\r\nimage_url = arg1.get('url')\r\nreturn {\r\n\"result\": f\"Image URL is {image_url}\",\r\n\"picture_url\": image_url\r\n}\r\n<\/code><\/pre>\n
                  \u8be5\u8282\u70b9\u4f1a\u8f93\u51fa\u4e00\u4e2a\u540d\u4e3a\u00a0picture_url<\/code>\u00a0\u7684\u65b0\u53d8\u91cf\u3002<\/p>\n
                  \uff082\uff09\u66f4\u65b0\u4f1a\u8bdd\u53d8\u91cf<\/strong><\/p>\n
                  \u5728\u6d41\u7a0b\u7684\u672b\u7aef\uff0c\u6dfb\u52a0\u4e00\u4e2a\u53d8\u91cf\u8d4b\u503c<\/strong>\u8282\u70b9\u3002\u5176\u4f5c\u7528\u662f\u5c06\u4ee3\u7801\u6267\u884c\u8282\u70b9\u8f93\u51fa\u7684\u65b0\u56fe\u7247\u00a0URL<\/code>\u00a0\u8d4b\u503c\u7ed9\u4f1a\u8bdd\u53d8\u91cf\u00a0picture_url<\/code>\u3002\u8fd9\u6837\uff0c\u5f53\u4e0b\u4e00\u8f6e\u5bf9\u8bdd\u5f00\u59cb\u65f6\uff0cpicture_url<\/code>\u00a0\u5c31\u4f1a\u6301\u6709\u6700\u65b0\u56fe\u7247\u7684\u5730\u5740\uff0c\u786e\u4fdd\u56fe\u6539\u56fe\u529f\u80fd\u59cb\u7ec8\u4f5c\u7528\u4e8e\u6b63\u786e\u7684\u56fe\u7247\u4e0a\u3002<\/p>\n
                  \"\"<\/p>\n
                  8. \u76f4\u63a5\u56de\u590d<\/h3>\n
                  \u6700\u540e\uff0c\u4f7f\u7528\u76f4\u63a5\u56de\u590d<\/strong>\u8282\u70b9\uff0c\u5c06\u751f\u6210\u7684\u56fe\u7247\u5c55\u793a\u7ed9\u7528\u6237\u3002\u53ef\u4ee5\u914d\u7f6e\u8be5\u8282\u70b9\u663e\u793a\u00a0HTTP<\/code>\u00a0\u8bf7\u6c42\u8282\u70b9\u8fd4\u56de\u7684\u56fe\u7247\u6587\u4ef6\u3002<\/p>\n
                  \"\"<\/p>\n
                  \u6700\u7ec8\u6d4b\u8bd5\u4e0e\u9a8c\u8bc1<\/h2>\n
                  \u5b8c\u6210\u5de5\u4f5c\u6d41\u642d\u5efa\u540e\uff0c\u53ef\u4ee5\u70b9\u51fb\u00a0Dify<\/code>\u00a0\u53f3\u4e0a\u89d2\u7684\u201c\u9884\u89c8\u201d\u6309\u94ae\u8fdb\u884c\u6d4b\u8bd5\u3002<\/p>\n
                  \u6d4b\u8bd5\u4e00\uff1a\u6587\u751f\u56fe<\/strong><\/p>\n
                  \u8f93\u5165\u8bf7\u6c42\uff1a<\/p>\n
                  \u7ed9\u6211\u751f\u6210\u4e00\u526f\u9738\u6c14\u7684\u5bf9\u8054\uff0c\u8d34\u5728\u95e8\u4e0a\uff0c\u5b57\u4f53\u91c7\u7528\u5e05\u6c14\u7684\u96b6\u4e66
                  \n\u4e0a\u8054\uff1a\u96c4\u5fc3\u58ee\u5fd7\u5c55\u672a\u6765
                  \n\u4e0b\u8054\uff1a\u5b8f\u56fe\u5927\u4e1a\u8c31\u65b0\u7bc7
                  \n\u6a2a\u6279\uff1a\u5927\u5c55\u5b8f\u56fe<\/p>\n
                  \u7cfb\u7edf\u6210\u529f\u751f\u6210\u4e86\u7b26\u5408\u8981\u6c42\u7684\u5bf9\u8054\u56fe\u7247\uff1a<\/p>\n
                  \"\"<\/p>\n
                  \u6d4b\u8bd5\u4e8c\uff1a\u56fe\u6539\u56fe<\/strong><\/p>\n
                  \u5728\u540c\u4e00\u5bf9\u8bdd\u4e2d\uff0c\u7ee7\u7eed\u8f93\u5165\u4fee\u6539\u6307\u4ee4\uff1a<\/p>\n
                  \u628a\u8fd9\u4e2a\u5bf9\u8054\u7684\u6a2a\u6279:\u5927\u5c55\u5b8f\u56fe\u6539\u6210\u524d\u7a0b\u4f3c\u9526<\/p>\n
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