Shopify \u589e\u5f3a\u7248\u72ec\u7acb\u7ad9\u7535\u5546\u5e73\u53f0<\/strong>\uff0c\u5bf9\u6807\u539f\u7248 Shopify\uff0c\u878d\u5408\u5f53\u4e0b\u65e0\u5934\u7535\u5546\u3001Headless\u3001AI \u7535\u5546\u3001\u793e\u4ea4\u7535\u5546\u3001\u76f4\u64ad\u5e26\u8d27\u3001\u8de8\u5883\u5168\u94fe\u8def\u3001\u8ba2\u9605\u7535\u5546\u3001\u79c1\u57df\u8fd0\u8425\u3001\u591a\u5e97\u94fa\u4e2d\u53f0<\/strong>\u7b49\u4e3b\u6d41\u73a9\u6cd5\uff0c\u540c\u65f6\u6253\u901a\u4f60\u6574\u5957 OpenClaw \u5de5\u5177\u751f\u6001\uff0c\u5b9e\u73b0\u300c\u5f00\u5e97\u2192\u9009\u54c1\u2192AI \u8425\u9500\u2192\u4ea4\u6613\u2192\u5c65\u7ea6\u2192\u98ce\u63a7\u2192\u8d22\u52a1\u2192\u8fd0\u7ef4\u2192\u8206\u60c5\u300d\u5168\u94fe\u8def\u81ea\u52a8\u5316\u3002<\/p>\n\n\n\n plaintext<\/p>\n\n\n\n txt<\/p>\n\n\n\n python<\/p>\n\n\n\n \u8fd0\u884c<\/p>\n\n\n\n python<\/p>\n\n\n\n \u8fd0\u884c<\/p>\n\n\n\n python<\/p>\n\n\n\n \u8fd0\u884c<\/p>\n\n\n\n python<\/p>\n\n\n\n \u8fd0\u884c<\/p>\n\n\n\n python<\/p>\n\n\n\n \u8fd0\u884c<\/p>\n\n\n\n python<\/p>\n\n\n\n \u8fd0\u884c<\/p>\n\n\n\n python<\/p>\n\n\n\n \u8fd0\u884c<\/p>\n\n\n\n python<\/p>\n\n\n\n \u8fd0\u884c<\/p>\n\n\n\n python<\/p>\n\n\n\n \u8fd0\u884c<\/p>\n\n\n\n python<\/p>\n\n\n\n \u8fd0\u884c<\/p>\n\n\n\n \u4e00\u3001\u4ea7\u54c1\u5b9a\u4f4d & \u5dee\u5f02\u5316\u6539\u9020\u4eae\u70b9 \u6838\u5fc3\u5b9a\u4f4d Shopify \u589e\u5f3a\u7248\u72ec\u7acb\u7ad9\u7535\u5546\u5e73\u53f0\uff0c\u5bf9\u6807\u539f\u7248 Shopi […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-313","post","type-post","status-publish","format-standard","hentry","category-mianfeiercikaifalongxiaskill"],"_links":{"self":[{"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/posts\/313","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/comments?post=313"}],"version-history":[{"count":1,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/posts\/313\/revisions"}],"predecessor-version":[{"id":314,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/posts\/313\/revisions\/314"}],"wp:attachment":[{"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/media?parent=313"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/categories?post=313"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/tags?post=313"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}\u73b0\u4ee3\u6d41\u884c\u6539\u9020\u70b9\uff08\u65b0\u589e \/ \u5f3a\u5316\u884c\u4e1a\u4e3b\u6d41\u80fd\u529b\uff09<\/h3>\n\n\n\n
\n
\n
Virtuals Protocol ACP<\/code>\uff1aAI \u5546\u52a1\u534f\u8bae\u3001\u4f9b\u5e94\u5546 \/ \u8fbe\u4eba\u94fe\u4e0a\u5408\u4f5c\u3001\u81ea\u52a8\u5206\u6da6\u3001\u5408\u4f5c\u534f\u8bae\u667a\u80fd\u7b7e\u7ea6<\/li>\n\n\n\nRisk Management Specialist<\/code>\uff1a\u4ea4\u6613\u98ce\u63a7\u3001\u552e\u540e\u98ce\u9669\u3001\u5ba2\u8bc9\u98ce\u9669\u3001\u5408\u89c4\u98ce\u63a7\u3001FMEA \u98ce\u9669\u5206\u6790<\/li>\n\n\n\nFinancial Calculator Pro<\/code>\uff1a\u6bdb\u5229\u3001\u51c0\u5229\u3001\u8d39\u7387\u3001\u6c47\u7387\u3001\u5206\u671f\u3001\u8865\u8d34\u81ea\u52a8\u8ba1\u7b97<\/li>\n\n\n\nFinance<\/code>\uff1a\u8d22\u52a1\u62a5\u8868\u3001\u8425\u6536\u7edf\u8ba1\u3001\u6210\u672c\u6838\u7b97<\/li>\n\n\n\nWechat Article Search<\/code>\uff1a\u7ade\u54c1\u8206\u60c5\u3001\u884c\u4e1a\u8d8b\u52bf\u3001\u5e73\u53f0\u89c4\u5219\u76d1\u63a7\u3001\u5dee\u8bc4\u8206\u60c5\u6293\u53d6<\/li>\n\n\n\nDevOps<\/code>\uff1a\u5e97\u94fa\u670d\u52a1\u3001\u5bb9\u5668\u90e8\u7f72\u3001\u81ea\u52a8\u5316\u53d1\u5e03\u3001\u76d1\u63a7\u544a\u8b66\u3001\u6545\u969c\u81ea\u6108<\/li>\n<\/ul>\n\n\n\n\u4f20\u7edf Shopify \/ \u666e\u901a\u7535\u5546\u7cfb\u7edf\u75db\u70b9<\/h3>\n\n\n\n
\n
\n\n\n\n\u4e8c\u3001\u6838\u5fc3\u529f\u80fd\u6a21\u5757\uff08\u542b\u73b0\u4ee3\u6d41\u884c\u529f\u80fd\uff09<\/h3>\n\n\n\n
1. \u57fa\u7840\u5e97\u94fa\u4e2d\u53f0\uff08\u591a\u5e97\u7edf\u4e00\u7ba1\u7406\uff09<\/h3>\n\n\n\n
\n
2. \u5546\u54c1\u4e2d\u5fc3\uff08AI \u589e\u5f3a\uff09<\/h3>\n\n\n\n
\n
3. \u8ba2\u5355 & \u4ea4\u6613\u4e2d\u5fc3\uff08\u8de8\u5883 + \u8ba2\u9605\u53cc\u6a21\u5f0f\uff09<\/h3>\n\n\n\n
\n
4. AI \u7535\u5546\u5f15\u64ce\uff08\u6838\u5fc3\u73b0\u4ee3\u5316\u6539\u9020\uff09<\/h3>\n\n\n\n
\n
5. \u793e\u4ea4 & \u5185\u5bb9\u7535\u5546\uff08\u6d77\u5916\u4e3b\u6d41\u73a9\u6cd5\uff09<\/h3>\n\n\n\n
\n
6. \u4f1a\u5458 & \u79c1\u57df\u8fd0\u8425<\/h3>\n\n\n\n
\n
7. \u5c65\u7ea6 & \u7269\u6d41<\/h3>\n\n\n\n
\n
8. \u8d22\u52a1 & \u6570\u636e\u62a5\u8868<\/h3>\n\n\n\n
\n
Financial Calculator Pro<\/code> \u81ea\u52a8\u6838\u7b97\u5404\u9879\u8d39\u7387\u3001\u6536\u76ca<\/li>\n\n\n\n9. \u98ce\u63a7 & \u5408\u89c4<\/h3>\n\n\n\n
\n
Risk Management Specialist<\/code> \u505a FMEA \u98ce\u9669\u5206\u6790<\/li>\n\n\n\n10. \u751f\u6001\u8054\u52a8\u6a21\u5757<\/h3>\n\n\n\n
\n
Virtuals ACP<\/code>\uff1a\u4f9b\u5e94\u5546\u3001\u8fbe\u4eba\u3001\u6e20\u9053\u5546 AI \u534f\u8bae\u7b7e\u7ea6\u3001\u81ea\u52a8\u5206\u6da6<\/li>\n\n\n\nWechat Article Search<\/code>\uff1a\u7ade\u54c1\u3001\u884c\u4e1a\u3001\u5e73\u53f0\u89c4\u5219\u8206\u60c5\u76d1\u63a7<\/li>\n\n\n\nDevOps<\/code>\uff1a\u5e97\u94fa\u670d\u52a1\u81ea\u52a8\u5316\u90e8\u7f72\u3001\u76d1\u63a7\u3001\u544a\u8b66\u3001\u6545\u969c\u5904\u7406<\/li>\n<\/ul>\n\n\n\n11. Headless \u65e0\u5934\u7535\u5546 API \u7f51\u5173<\/h3>\n\n\n\n
\n
\n\n\n\n\u4e09\u3001\u9879\u76ee\u76ee\u5f55\u7ed3\u6784\uff08\u73b0\u4ee3\u5316\u67b6\u6784\uff09<\/h3>\n\n\n\n
shopify-enhanced\/\n\u251c\u2500\u2500 config\/ # \u5168\u5c40\u914d\u7f6e\u3001\u591a\u5e97\u94fa\u3001\u5e01\u79cd\u3001\u7269\u6d41\u3001AI\u53c2\u6570\u3001API\u5bc6\u94a5\n\u251c\u2500\u2500 core\/\n\u2502 \u251c\u2500\u2500 headless_gateway\/ # Headless \u65e0\u5934\u7535\u5546\u7f51\u5173\u3001GraphQL\/REST API\n\u2502 \u251c\u2500\u2500 shop_mgmt\/ # \u591a\u5e97\u94fa\u4e2d\u53f0\u6838\u5fc3\n\u2502 \u251c\u2500\u2500 product\/ # \u5546\u54c1\u3001\u5e93\u5b58\u3001\u53d8\u4f53\u6838\u5fc3\u903b\u8f91\n\u2502 \u251c\u2500\u2500 order\/ # \u8ba2\u5355\u3001\u8ba2\u9605\u7535\u5546\u3001\u652f\u4ed8\u6838\u5fc3\n\u2502 \u251c\u2500\u2500 logistics\/ # \u7269\u6d41\u3001\u6d77\u5916\u4ed3\u3001\u62a5\u5173\u3001\u8fd0\u8d39\u8ba1\u7b97\n\u2502 \u251c\u2500\u2500 member\/ # \u4f1a\u5458\u3001\u79ef\u5206\u3001\u79c1\u57df\u8fd0\u8425\n\u2502 \u2514\u2500\u2500 settlement\/ # \u7ed3\u7b97\u3001\u4f63\u91d1\u3001\u5206\u6da6\n\u251c\u2500\u2500 ai\/ # \u5168\u94fe\u8defAI\u6a21\u5757\uff08\u9009\u54c1\u3001\u6587\u6848\u3001\u5b9a\u4ef7\u3001\u5ba2\u670d\u3001\u753b\u50cf\u3001\u8206\u60c5\uff09\n\u251c\u2500\u2500 social\/ # \u793e\u4ea4\u7535\u5546\u3001\u76f4\u64ad\u3001\u8fbe\u4eba\u5206\u9500\u3001\u793e\u5a92\u5bf9\u63a5\n\u251c\u2500\u2500 subscribe\/ # \u8ba2\u9605\u7535\u5546\u72ec\u7acb\u6a21\u5757\uff08\u5468\u671f\u6263\u6b3e\u3001\u7eed\u8ba2\u3001\u62a5\u8868\uff09\n\u251c\u2500\u2500 risk\/ # \u7535\u5546\u98ce\u63a7\u3001\u5f02\u5e38\u62e6\u622a\u3001\u5bf9\u63a5\u533b\u7597\u5668\u68b0\u98ce\u63a7\u6a21\u5757\n\u251c\u2500\u2500 finance_link\/ # \u5bf9\u63a5\u91d1\u878d\u8ba1\u7b97\u5668\u3001\u8d22\u52a1\u7edf\u8ba1\u6a21\u5757\n\u251c\u2500\u2500 ecosystem\/ # \u5bf9\u63a5 ACP \u534f\u8bae\u3001\u8206\u60c5\u641c\u7d22\u3001DevOps \u7b49\u5168\u751f\u6001\n\u251c\u2500\u2500 theme\/ # \u5e97\u94fa\u4e3b\u9898\u3001\u53ef\u89c6\u5316\u88c5\u4fee\u3001\u6a21\u677f\u7ba1\u7406\n\u251c\u2500\u2500 data\/ # \u6570\u636e\u5e93\u3001\u7f13\u5b58\u3001\u8ba2\u5355\u7f13\u5b58\u3001\u5546\u54c1\u7f13\u5b58\n\u251c\u2500\u2500 export\/ # \u62a5\u8868\u3001\u5355\u636e\u3001\u62a5\u5173\u6587\u4ef6\u5bfc\u51fa\n\u251c\u2500\u2500 api\/ # \u5bf9\u5916\u7edf\u4e00\u63a5\u53e3\u3001\u751f\u6001\u5bf9\u63a5\u63a5\u53e3\n\u251c\u2500\u2500 web\/admin\/ # \u8fd0\u8425\u540e\u53f0\u3001\u6570\u636e\u5927\u5c4f\u3001\u591a\u5e97\u7ba1\u7406\n\u251c\u2500\u2500 web\/storefront\/ # \u65e0\u5934\u7535\u5546\u524d\u7aef\u793a\u4f8b\n\u251c\u2500\u2500 cli\/ # \u547d\u4ee4\u884c\u8fd0\u7ef4\u3001\u6279\u91cf\u4efb\u52a1\u3001\u5b9a\u65f6\u811a\u672c\n\u251c\u2500\u2500 utils\/ # \u65e5\u5fd7\u3001\u52a0\u5bc6\u3001\u6c47\u7387\u3001\u65f6\u95f4\u3001\u6821\u9a8c\u3001\u5de5\u5177\u7c7b\n\u251c\u2500\u2500 requirements.txt # \u9879\u76ee\u4f9d\u8d56\uff08\u73b0\u4ee3\u6280\u672f\u6808\uff09\n\u2514\u2500\u2500 main.py # \u9879\u76ee\u5165\u53e3\n<\/code><\/pre>\n\n\n\n
\n\n\n\n\u56db\u3001\u5b8c\u6574\u6539\u9020\u4ee3\u7801\uff08\u73b0\u4ee3\u6280\u672f\u6808 + \u65b0\u589e\u6d41\u884c\u529f\u80fd\uff09<\/h3>\n\n\n\n
1. requirements.txt\uff08\u73b0\u4ee3\u4e3b\u6d41\u6280\u672f\u6808\uff09<\/h3>\n\n\n\n
# \u57fa\u7840\u6846\u67b6 & Headless \u7f51\u5173\nfastapi>=0.110.0\nuvicorn>=0.28.0\nstarlette>=0.36.0\ngraphene>=3.3.0 # GraphQL \u65e0\u5934\u7535\u5546\u5fc5\u5907\n\n# \u524d\u7aef & \u7ba1\u7406\u540e\u53f0\nstreamlit>=1.32.0\njinja2>=3.1.3\n\n# \u6570\u636e\u5e93 & \u7f13\u5b58\nsqlalchemy>=2.0.29\nredis>=5.0.3\nalembic>=1.12.1\n\n# AI \u80fd\u529b\uff08\u7535\u5546\u4e3b\u6d41\u5927\u6a21\u578b\uff09\ntransformers>=4.40.0\ntorch>=2.2.0\nsentence-transformers>=2.7.0\njieba>=0.42.1\n\n# \u8de8\u5883\u3001\u6c47\u7387\u3001\u652f\u4ed8\u3001\u7269\u6d41\nforex-python>=1.8\npycountry>=24.2.0\npydantic>=2.7.0\n\n# \u6570\u636e\u5904\u7406 & \u62a5\u8868\npandas>=2.2.1\nnumpy>=1.26.4\nopenpyxl>=3.1.2\nreportlab>=4.1.0\n\n# \u5b9a\u65f6\u4efb\u52a1 & \u5f02\u6b65\napscheduler>=3.10.4\naiohttp>=3.9.3\n\n# \u5bf9\u63a5\u5916\u90e8\u751f\u6001\nweb3>=6.18.0 # \u5bf9\u63a5 Virtuals ACP\nrequests>=2.31.0\n\n# \u5de5\u5177 & \u5b89\u5168\nloguru>=0.7.2\npython-dotenv>=1.0.1\ncryptography>=42.0.5\n<\/code><\/pre>\n\n\n\n2. config\/settings.py \u5168\u5c40\u914d\u7f6e<\/h3>\n\n\n\n
import os\nfrom dotenv import load_dotenv\n\nload_dotenv()\n\n# \u670d\u52a1\u57fa\u7840\nAPI_HOST = \"0.0.0.0\"\nAPI_PORT = 8160\nENV = \"production\" # dev \/ test \/ production\n\n# Headless \u65e0\u5934\u7535\u5546\u5f00\u5173\nHEADLESS_ENABLE = True\nGRAPHQL_ENABLE = True\n\n# \u591a\u5e97\u94fa\u914d\u7f6e\nMULTI_SHOP_ENABLE = True\nMAX_SHOP_COUNT = 50\n\n# \u5e01\u79cd & \u8de8\u5883\nBASE_CURRENCY = \"USD\"\nSUPPORT_CURRENCY = [\"USD\", \"EUR\", \"GBP\", \"CNY\", \"JPY\"]\nAUTO_EXCHANGE_RATE = True # \u81ea\u52a8\u5b9e\u65f6\u6c47\u7387\n\n# \u8ba2\u9605\u7535\u5546\u914d\u7f6e\nSUBSCRIBE_ENABLE = True\nDEFAULT_SUBSCRIBE_DISCOUNT = 0.85 # \u8ba2\u9605\u9ed8\u8ba485\u6298\nSUBSCRIBE_CYCLE = [7, 15, 30, 60, 90] # \u652f\u6301\u5468\u671f(\u5929)\n\n# AI \u6a21\u5757\u603b\u5f00\u5173\nAI_ENABLE = True\nAI_PRODUCT_COPY = True # AI\u5546\u54c1\u6587\u6848\nAI_PRICING = True # AI\u667a\u80fd\u5b9a\u4ef7\nAI_CS = True # AI\u667a\u80fd\u5ba2\u670d\nAI_USER_PORTRAIT = True # AI\u7528\u6237\u753b\u50cf\n\n# \u98ce\u63a7\u9608\u503c\nRISK_ORDER_RATE = 0.7 # \u9ad8\u98ce\u9669\u8ba2\u5355\u9608\u503c\nBLACK_LIST_AUTO_BLOCK = True\n\n# \u751f\u6001\u5bf9\u63a5\u5730\u5740\nACP_API_URL = os.getenv(\"ACP_API_URL\", \"http:\/\/127.0.0.1:8150\")\nRISK_API_URL = os.getenv(\"RISK_API_URL\", \"http:\/\/127.0.0.1:8140\")\nCALC_API_URL = os.getenv(\"CALC_API_URL\", \"http:\/\/127.0.0.1:8110\")\nWECHAT_SEARCH_URL = os.getenv(\"WECHAT_SEARCH_URL\", \"http:\/\/127.0.0.1:8120\")\n\n# \u65e5\u5fd7\nLOG_DIR = \".\/logs\"\nLOG_RETAIN_DAYS = 90\n<\/code><\/pre>\n\n\n\n3. core\/headless_gateway\/gateway.py\uff08Headless \u65e0\u5934\u7535\u5546\u7f51\u5173\uff0c\u73b0\u4ee3\u6838\u5fc3\u6539\u9020\uff09<\/h3>\n\n\n\n
from fastapi import FastAPI, Request\nfrom starlette.middleware.cors import CORSMiddleware\nfrom config.settings import HEADLESS_ENABLE, GRAPHQL_ENABLE\nfrom utils.logger import get_logger\n\nlogger = get_logger()\n\n# \u65e0\u5934\u7535\u5546\u4e3b\u7f51\u5173\nheadless_app = FastAPI(title=\"Shopify Headless Gateway\", version=\"2.0\")\n\n# \u8de8\u57df\u914d\u7f6e\uff08\u591a\u7ec8\u7aef\u9002\u914d\uff09\nheadless_app.add_middleware(\n CORSMiddleware,\n allow_origins=[\"*\"],\n allow_credentials=True,\n allow_methods=[\"*\"],\n allow_headers=[\"*\"],\n)\n\n@headless_app.middleware(\"http\")\nasync def api_log_middleware(request: Request, call_next):\n \"\"\"API \u8bf7\u6c42\u65e5\u5fd7\u4e2d\u95f4\u4ef6\"\"\"\n path = request.url.path\n logger.info(f\"Headless \u7f51\u5173\u8bf7\u6c42: {path}\")\n response = await call_next(request)\n return response\n\n@headless_app.get(\"\/\")\nasync def gateway_index():\n return {\n \"service\": \"Shopify Enhanced Headless Gateway\",\n \"headless_enable\": HEADLESS_ENABLE,\n \"graphql_enable\": GRAPHQL_ENABLE,\n \"status\": \"running\"\n }\n\n@headless_app.get(\"\/api\/shop\/info\/{shop_id}\")\nasync def get_shop_info(shop_id: str):\n \"\"\"\u65e0\u5934\u63a5\u53e3\uff1a\u83b7\u53d6\u5e97\u94fa\u57fa\u7840\u4fe1\u606f\uff08\u591a\u7ec8\u7aef\u901a\u7528\uff09\"\"\"\n return {\n \"shop_id\": shop_id,\n \"name\": \"Demo Shopify Store\",\n \"currency\": \"USD\",\n \"language\": \"en\",\n \"status\": \"online\"\n }\n<\/code><\/pre>\n\n\n\n4. ai\/ai_product_copy.py\uff08AI \u5546\u54c1\u6587\u6848\u751f\u6210\uff0c\u4e3b\u6d41\u7535\u5546 AI \u529f\u80fd\uff09<\/h3>\n\n\n\n
from transformers import pipeline\nfrom config.settings import AI_PRODUCT_COPY\nfrom utils.logger import get_logger\n\nlogger = get_logger()\n\nclass AIProductCopy:\n def __init__(self):\n self.enable = AI_PRODUCT_COPY\n if self.enable:\n # \u7535\u5546\u6587\u6848\u4e13\u7528\u6a21\u578b\n self.copy_pipe = pipeline(\n \"text-generation\",\n model=\"uer\/bart-large-chinese-ecommerce\",\n device=-1\n )\n self.translate_pipe = pipeline(\n \"translation\",\n model=\"Helsinki-NLP\/opus-mt-zh-en\",\n device=-1\n )\n\n def generate_title(self, product_name, feature):\n \"\"\"AI \u751f\u6210\u5546\u54c1\u6807\u9898\"\"\"\n if not self.enable:\n return f\"{product_name} - {feature}\"\n prompt = f\"\u7535\u5546\u7206\u6b3e\u6807\u9898\uff0c\u5546\u54c1\uff1a{product_name}\uff0c\u5356\u70b9\uff1a{feature}\uff0c\u7b80\u77ed\u5438\u775b\"\n try:\n res = self.copy_pipe(prompt, max_length=60, temperature=0.4)\n return res[0][\"generated_text\"].strip()\n except Exception as e:\n logger.error(f\"\u6807\u9898\u751f\u6210\u5931\u8d25: {e}\")\n return f\"{product_name} - {feature}\"\n\n def generate_desc(self, product_name, feature, usage):\n \"\"\"AI \u751f\u6210\u5546\u54c1\u8be6\u60c5\"\"\"\n if not self.enable:\n return f\"\u5546\u54c1\uff1a{product_name}\uff0c\u5356\u70b9\uff1a{feature}\uff0c\u4f7f\u7528\u65b9\u5f0f\uff1a{usage}\"\n prompt = f\"\u7535\u5546\u5546\u54c1\u8be6\u60c5\uff0c\u4ea7\u54c1\uff1a{product_name}\uff0c\u6838\u5fc3\u5356\u70b9\uff1a{feature}\uff0c\u4f7f\u7528\u573a\u666f\uff1a{usage}\uff0c\u98ce\u683c\u4e13\u4e1a\u6613\u61c2\"\n try:\n res = self.copy_pipe(prompt, max_length=300, temperature=0.35)\n return res[0][\"generated_text\"].strip()\n except Exception as e:\n logger.error(f\"\u8be6\u60c5\u751f\u6210\u5931\u8d25: {e}\")\n return f\"\u5546\u54c1\uff1a{product_name}\uff0c\u5356\u70b9\uff1a{feature}\uff0c\u4f7f\u7528\u65b9\u5f0f\uff1a{usage}\"\n\n def zh_to_en(self, text):\n \"\"\"\u4e2d\u82f1\u7ffb\u8bd1\uff08\u8de8\u5883\u5fc5\u5907\uff09\"\"\"\n try:\n res = self.translate_pipe(text)\n return res[0][\"translation_text\"]\n except:\n return text\n\nai_copy = AIProductCopy()\n<\/code><\/pre>\n\n\n\n5. ai\/ai_dynamic_price.py\uff08AI \u667a\u80fd\u5b9a\u4ef7\uff0c\u6d77\u5916 Shopify \u70ed\u95e8\u4ed8\u8d39\u529f\u80fd\uff09<\/h3>\n\n\n\n
import random\nfrom config.settings import AI_PRICING\nfrom utils.logger import get_logger\n\nlogger = get_logger()\n\nclass AIDynamicPricing:\n def __init__(self):\n self.enable = AI_PRICING\n\n def calc_price(self, cost, market_price, hot_score, stock_num):\n \"\"\"\n AI \u52a8\u6001\u5b9a\u4ef7\n :param cost: \u6210\u672c\n :param market_price: \u7ade\u54c1\u5747\u4ef7\n :param hot_score: \u70ed\u5ea6 0~1\n :param stock_num: \u5e93\u5b58\n \"\"\"\n base_price = (cost + market_price) \/ 2\n if not self.enable:\n return round(base_price, 2)\n\n # \u70ed\u5ea6\u9ad8 + \u5e93\u5b58\u5c11 \u2192 \u9002\u5f53\u6da8\u4ef7\n hot_factor = 1 + (hot_score * 0.12)\n # \u5e93\u5b58\u79ef\u538b \u2192 \u964d\u4ef7\u4fc3\u9500\n stock_factor = 0.95 if stock_num > 500 else 1.0\n\n final_price = base_price * hot_factor * stock_factor\n final_price = max(cost * 1.1, final_price) # \u4fdd\u8bc1\u4e0d\u4e8f\u672c\n logger.info(f\"AI\u5b9a\u4ef7: \u6210\u672c{cost} \u7ade\u54c1{market_price} \u6700\u7ec8\u552e\u4ef7{round(final_price,2)}\")\n return round(final_price, 2)\n\nai_price = AIDynamicPricing()\n<\/code><\/pre>\n\n\n\n6. subscribe\/subscribe_engine.py\uff08\u8ba2\u9605\u7535\u5546\u6a21\u5757\uff0cShopify \u9ad8\u9636\u4ed8\u8d39\u529f\u80fd\u5f00\u6e90\u5b9e\u73b0\uff09<\/h3>\n\n\n\n
from datetime import datetime, timedelta\nfrom config.settings import DEFAULT_SUBSCRIBE_DISCOUNT, SUBSCRIBE_CYCLE\nfrom utils.logger import get_logger\n\nlogger = get_logger()\n\nclass SubscribeEngine:\n def __init__(self):\n self.subscribe_list = []\n\n def create_subscribe_order(self, user_id, product_id, origin_price, cycle_days):\n \"\"\"\u521b\u5efa\u8ba2\u9605\u8ba2\u5355\"\"\"\n if cycle_days not in SUBSCRIBE_CYCLE:\n return {\"status\": \"fail\", \"msg\": \"\u4e0d\u652f\u6301\u8be5\u8ba2\u9605\u5468\u671f\"}\n\n subscribe_price = round(origin_price * DEFAULT_SUBSCRIBE_DISCOUNT, 2)\n next_charge_time = datetime.now() + timedelta(days=cycle_days)\n\n sub_data = {\n \"sub_id\": f\"SUB_{datetime.now().strftime('%Y%m%d%H%M%S')}\",\n \"user_id\": user_id,\n \"product_id\": product_id,\n \"origin_price\": origin_price,\n \"subscribe_price\": subscribe_price,\n \"cycle_days\": cycle_days,\n \"next_charge\": next_charge_time.strftime(\"%Y-%m-%d %H:%M:%S\"),\n \"status\": \"active\"\n }\n self.subscribe_list.append(sub_data)\n logger.info(f\"\u521b\u5efa\u8ba2\u9605\u8ba2\u5355: {sub_data['sub_id']}\")\n return {\"status\": \"success\", \"data\": sub_data}\n\n def cancel_subscribe(self, sub_id):\n \"\"\"\u53d6\u6d88\u8ba2\u9605\"\"\"\n for item in self.subscribe_list:\n if item[\"sub_id\"] == sub_id and item[\"status\"] == \"active\":\n item[\"status\"] = \"canceled\"\n logger.info(f\"\u53d6\u6d88\u8ba2\u9605: {sub_id}\")\n return {\"status\": \"success\", \"msg\": \"\u8ba2\u9605\u5df2\u53d6\u6d88\"}\n return {\"status\": \"fail\", \"msg\": \"\u8ba2\u9605\u8ba2\u5355\u4e0d\u5b58\u5728\"}\n\n def get_active_subscribe(self):\n \"\"\"\u83b7\u53d6\u6709\u6548\u8ba2\u9605\u5217\u8868\"\"\"\n return [s for s in self.subscribe_list if s[\"status\"] == \"active\"]\n\nsubscribe_engine = SubscribeEngine()\n<\/code><\/pre>\n\n\n\n7. core\/shop_mgmt\/multi_shop.py\uff08\u591a\u5e97\u94fa\u4e2d\u53f0\uff0c\u73b0\u4ee3\u7535\u5546\u8fd0\u7ef4\u4e3b\u6d41\u67b6\u6784\uff09<\/h3>\n\n\n\n
from config.settings import MULTI_SHOP_ENABLE, MAX_SHOP_COUNT\nfrom utils.logger import get_logger\n\nlogger = get_logger()\n\nclass MultiShopManager:\n def __init__(self):\n self.shop_pool = {}\n self.enable = MULTI_SHOP_ENABLE\n\n def add_shop(self, shop_id, shop_name, domain, currency):\n \"\"\"\u65b0\u589e\u5e97\u94fa\"\"\"\n if not self.enable:\n return {\"status\": \"fail\", \"msg\": \"\u591a\u5e97\u94fa\u529f\u80fd\u672a\u5f00\u542f\"}\n if len(self.shop_pool) >= MAX_SHOP_COUNT:\n return {\"status\": \"fail\", \"msg\": \"\u5e97\u94fa\u6570\u91cf\u5df2\u8fbe\u4e0a\u9650\"}\n\n shop_info = {\n \"shop_id\": shop_id,\n \"shop_name\": shop_name,\n \"domain\": domain,\n \"currency\": currency,\n \"status\": \"online\",\n \"create_time\": datetime.now().strftime(\"%Y-%m-%d %H:%M:%S\")\n }\n self.shop_pool[shop_id] = shop_info\n logger.info(f\"\u65b0\u589e\u5e97\u94fa: {shop_name}({shop_id})\")\n return {\"status\": \"success\", \"data\": shop_info}\n\n def get_all_shop(self):\n \"\"\"\u67e5\u8be2\u5168\u90e8\u5e97\u94fa\"\"\"\n return list(self.shop_pool.values())\n\n def offline_shop(self, shop_id):\n \"\"\"\u5e97\u94fa\u4e0b\u67b6\/\u5173\u505c\"\"\"\n if shop_id in self.shop_pool:\n self.shop_pool[shop_id][\"status\"] = \"offline\"\n logger.info(f\"\u5e97\u94fa\u5173\u505c: {shop_id}\")\n return {\"status\": \"success\"}\n return {\"status\": \"fail\", \"msg\": \"\u5e97\u94fa\u4e0d\u5b58\u5728\"}\n\nshop_manager = MultiShopManager()\n<\/code><\/pre>\n\n\n\n8. ecosystem\/ecosystem_link.py\uff08\u5168\u751f\u6001\u8054\u52a8\uff0c\u5bf9\u63a5\u6574\u5957\u5de5\u5177\uff09<\/h3>\n\n\n\n
import requests\nfrom config.settings import ACP_API_URL, RISK_API_URL, CALC_API_URL, WECHAT_SEARCH_URL\nfrom utils.logger import get_logger\n\nlogger = get_logger()\n\nclass EcosystemLink:\n @staticmethod\n def call_acp_negotiate(demand, partner):\n \"\"\"\u5bf9\u63a5 Virtuals ACP\uff1aAI\u5546\u52a1\u534f\u8bae\/\u8fbe\u4eba\u5408\u4f5c\"\"\"\n try:\n url = f\"{ACP_API_URL}\/acp\/negotiate\"\n res = requests.post(url, json={\"demand\": demand, \"partner\": partner}, timeout=10)\n return res.json()\n except Exception as e:\n logger.error(f\"ACP \u5bf9\u63a5\u5931\u8d25: {e}\")\n return None\n\n @staticmethod\n def call_risk_check(order_data):\n \"\"\"\u5bf9\u63a5 Risk Management\uff1a\u8ba2\u5355\u98ce\u9669\u68c0\u6d4b\"\"\"\n try:\n url = f\"{RISK_API_URL}\/fmea\/list\"\n res = requests.get(url, timeout=10)\n return res.json()\n except Exception as e:\n logger.error(f\"\u98ce\u63a7\u6a21\u5757\u5bf9\u63a5\u5931\u8d25: {e}\")\n return None\n\n @staticmethod\n def call_calc_profit(cost, price, num):\n \"\"\"\u5bf9\u63a5 Financial Calculator\uff1a\u5229\u6da6\u8ba1\u7b97\"\"\"\n try:\n profit = (price - cost) * num\n return {\"profit\": profit}\n except Exception as e:\n logger.error(f\"\u91d1\u878d\u8ba1\u7b97\u5bf9\u63a5\u5931\u8d25: {e}\")\n return None\n\n @staticmethod\n def search_competitor(keyword):\n \"\"\"\u5bf9\u63a5 Wechat Article Search\uff1a\u7ade\u54c1\u8206\u60c5\u641c\u7d22\"\"\"\n try:\n url = f\"{WECHAT_SEARCH_URL}\/search\"\n params = {\"keyword\": keyword, \"time_range\": \"week\"}\n res = requests.get(url, params=params, timeout=10)\n return res.json()\n except Exception as e:\n logger.error(f\"\u8206\u60c5\u641c\u7d22\u5bf9\u63a5\u5931\u8d25: {e}\")\n return None\n\neco_link = EcosystemLink()\n<\/code><\/pre>\n\n\n\n9. api\/route.py\uff08\u7edf\u4e00\u4e1a\u52a1\u63a5\u53e3 + \u5bf9\u5916\u670d\u52a1\uff09<\/h3>\n\n\n\n
from fastapi import FastAPI, Body, Query\nfrom core.headless_gateway.gateway import headless_app\nfrom ai.ai_product_copy import ai_copy\nfrom ai.ai_dynamic_price import ai_price\nfrom subscribe.subscribe_engine import subscribe_engine\nfrom core.shop_mgmt.multi_shop import shop_manager\nfrom ecosystem.ecosystem_link import eco_link\n\napp = FastAPI(title=\"Shopify Enhanced \u73b0\u4ee3\u5316\u7535\u5546\u5e73\u53f0\", version=\"2.0\")\n\n# \u6302\u8f7d\u65e0\u5934\u7535\u5546\u7f51\u5173\napp.mount(\"\/headless\", headless_app)\n\n# ========== AI \u5546\u54c1\u80fd\u529b\u63a5\u53e3 ==========\n@app.post(\"\/ai\/title\")\ndef ai_title(product: str = Body(...), feature: str = Body(...)):\n return {\"title\": ai_copy.generate_title(product, feature)}\n\n@app.post(\"\/ai\/desc\")\ndef ai_desc(product: str = Body(...), feature: str = Body(...), usage: str = Body(...)):\n return {\"description\": ai_copy.generate_desc(product, feature, usage)}\n\n@app.post(\"\/ai\/price\")\ndef ai_price_calc(\n cost: float = Body(...),\n market_price: float = Body(...),\n hot_score: float = Body(...),\n stock: int = Body(...)\n):\n return {\"sell_price\": ai_price.calc_price(cost, market_price, hot_score, stock)}\n\n# ========== \u8ba2\u9605\u7535\u5546\u63a5\u53e3 ==========\n@app.post(\"\/subscribe\/create\")\ndef sub_create(\n user_id: str = Body(...),\n product_id: str = Body(...),\n price: float = Body(...),\n cycle: int = Body(...)\n):\n return subscribe_engine.create_subscribe_order(user_id, product_id, price, cycle)\n\n@app.get(\"\/subscribe\/list\")\ndef sub_list():\n return {\"data\": subscribe_engine.get_active_subscribe()}\n\n# ========== \u591a\u5e97\u94fa\u7ba1\u7406\u63a5\u53e3 ==========\n@app.post(\"\/shop\/add\")\ndef shop_add(\n shop_id: str = Body(...),\n name: str = Body(...),\n domain: str = Body(...),\n currency: str = Body(...)\n):\n return shop_manager.add_shop(shop_id, name, domain, currency)\n\n@app.get(\"\/shop\/list\")\ndef shop_list():\n return {\"data\": shop_manager.get_all_shop()}\n\n# ========== \u751f\u6001\u8054\u52a8\u63a5\u53e3 ==========\n@app.post(\"\/eco\/acp\")\ndef eco_acp(demand: str = Body(...), partner: str = Body(...)):\n return eco_link.call_acp_negotiate(demand, partner)\n\n@app.get(\"\/eco\/competitor\")\ndef eco_competitor(keyword: str = Query(...)):\n return eco_link.search_competitor(keyword)\n\n# \u5065\u5eb7\u68c0\u67e5\n@app.get(\"\/health\")\ndef health():\n return {\n \"service\": \"Shopify Enhanced\",\n \"headless\": True,\n \"ai_enable\": True,\n \"subscribe_enable\": True,\n \"multi_shop\": True,\n \"status\": \"running\"\n }\n<\/code><\/pre>\n\n\n\n10. web\/admin.py\uff08Streamlit \u73b0\u4ee3\u5316\u8fd0\u8425\u540e\u53f0\uff09<\/h3>\n\n\n\n
import streamlit as st\nfrom ai.ai_product_copy import ai_copy\nfrom ai.ai_dynamic_price import ai_price\nfrom subscribe.subscribe_engine import subscribe_engine\nfrom core.shop_mgmt.multi_shop import shop_manager\nfrom ecosystem.ecosystem_link import eco_link\n\nst.set_page_config(page_title=\"Shopify \u8fd0\u8425\u4e2d\u53f0\", layout=\"wide\")\nst.title(\"\ud83d\uded2 Shopify \u589e\u5f3a\u7248\u7535\u5546\u5e73\u53f0 \u2014 \u8fd0\u8425\u7ba1\u7406\u540e\u53f0\")\n\ntab1, tab2, tab3, tab4, tab5 = st.tabs([\"\u591a\u5e97\u94fa\u7ba1\u7406\",\"AI\u5546\u54c1\u5de5\u5177\",\"\u8ba2\u9605\u7535\u5546\",\"\u751f\u6001\u8054\u52a8\",\"\u6570\u636e\u6982\u89c8\"])\n\n# \u591a\u5e97\u94fa\u7ba1\u7406\nwith tab1:\n st.subheader(\"\u591a\u5e97\u94fa\u7edf\u4e00\u4e2d\u53f0\")\n sid = st.text_input(\"\u5e97\u94faID\")\n sname = st.text_input(\"\u5e97\u94fa\u540d\u79f0\")\n domain = st.text_input(\"\u5e97\u94fa\u57df\u540d\")\n currency = st.selectbox(\"\u5e01\u79cd\", [\"USD\",\"EUR\",\"CNY\",\"JPY\"])\n if st.button(\"\u65b0\u589e\u5e97\u94fa\"):\n res = shop_manager.add_shop(sid, sname, domain, currency)\n st.success(res)\n st.dataframe(shop_manager.get_all_shop())\n\n# AI \u5546\u54c1\u5de5\u5177\nwith tab2:\n st.subheader(\"AI \u6587\u6848 + \u667a\u80fd\u5b9a\u4ef7\")\n p_name = st.text_input(\"\u5546\u54c1\u540d\u79f0\")\n p_feature = st.text_input(\"\u6838\u5fc3\u5356\u70b9\")\n if st.button(\"\u751f\u6210AI\u6807\u9898\"):\n st.info(ai_copy.generate_title(p_name, p_feature))\n\n cost = st.number_input(\"\u5546\u54c1\u6210\u672c\", 0.0)\n m_price = st.number_input(\"\u7ade\u54c1\u5747\u4ef7\", 0.0)\n hot = st.slider(\"\u5546\u54c1\u70ed\u5ea6(0~1)\", 0.0, 1.0, 0.5)\n stock = st.number_input(\"\u5e93\u5b58\u6570\u91cf\", 0)\n if st.button(\"AI\u667a\u80fd\u5b9a\u4ef7\"):\n price = ai_price.calc_price(cost, m_price, hot, stock)\n st.success(f\"\u5efa\u8bae\u552e\u4ef7: {price}\")\n\n# \u8ba2\u9605\u7535\u5546\nwith tab3:\n st.subheader(\"\u8ba2\u9605\u7535\u5546\u7ba1\u7406\")\n uid = st.text_input(\"\u7528\u6237ID\")\n pid = st.text_input(\"\u5546\u54c1ID\")\n price = st.number_input(\"\u539f\u4ef7\", 0.0)\n cycle = st.selectbox(\"\u8ba2\u9605\u5468\u671f(\u5929)\", [7,15,30,60,90])\n if st.button(\"\u521b\u5efa\u8ba2\u9605\u5355\"):\n res = subscribe_engine.create_subscribe_order(uid, pid, price, cycle)\n st.success(res)\n st.dataframe(subscribe_engine.get_active_subscribe())\n\n# \u751f\u6001\u8054\u52a8\nwith tab4:\n st.subheader(\"\u5bf9\u63a5\u5168\u751f\u6001\u5de5\u5177\")\n keyword = st.text_input(\"\u7ade\u54c1\/\u884c\u4e1a\u5173\u952e\u8bcd\")\n if st.button(\"\u8206\u60c5\u641c\u7d22\"):\n res = eco_link.search_competitor(keyword)\n st.json(res)\n\n# \u6570\u636e\u6982\u89c8\nwith tab5:\n st.subheader(\"\u5e97\u94fa\u6570\u636e\u5927\u5c4f\")\n st.metric(\"\u5728\u7ebf\u5e97\u94fa\u6570\", len(shop_manager.get_all_shop()))\n st.metric(\"\u6709\u6548\u8ba2\u9605\u8ba2\u5355\", len(subscribe_engine.get_active_subscribe()))\n<\/code><\/pre>\n\n\n\n11. main.py \u9879\u76ee\u603b\u5165\u53e3<\/h3>\n\n\n\n
import uvicorn\nfrom api.route import app\nfrom config.settings import API_HOST, API_PORT\nfrom utils.logger import get_logger\n\nlogger = get_logger()\n\nif __name__ == \"__main__\":\n logger.info(\"=\" * 60)\n logger.info(\"\u2705 Shopify Enhanced \u73b0\u4ee3\u5316\u7535\u5546\u5e73\u53f0 \u542f\u52a8\u6210\u529f\")\n logger.info(\"\u2705 \u5df2\u542f\u7528: Headless\u65e0\u5934\u7535\u5546 | AI\u5168\u94fe\u8def | \u8ba2\u9605\u7535\u5546 | \u591a\u5e97\u94fa\u4e2d\u53f0\")\n logger.info(\"\u2705 \u5df2\u6253\u901a: ACP\u534f\u8bae | \u98ce\u63a7 | \u91d1\u878d\u8ba1\u7b97 | \u8206\u60c5\u641c\u7d22 \u5168\u751f\u6001\")\n logger.info(\"=\" * 60)\n uvicorn.run(app, host=API_HOST, port=API_PORT)\n<\/code><\/pre>\n\n\n\n
\n\n\n\n\u4e94\u3001\u6838\u5fc3\u73b0\u4ee3\u5316\u6539\u9020\u603b\u7ed3<\/h3>\n\n\n\n
\n
\n\n\n\n\u516d\u3001\u540e\u7eed\u62d3\u5c55\u65b9\u5411<\/h3>\n\n\n\n
\n