\u9762\u5411\u4f01\u4e1a\u8d22\u52a1\u3001\u4f1a\u8ba1\u3001\u5ba1\u8ba1\u5c97\u4f4d\uff0c\u6253\u9020\u4e00\u4f53\u5316\u8d22\u52a1\u4f1a\u8ba1\u6587\u4e66\u81ea\u52a8\u5316\u5904\u7406\u5e73\u53f0<\/strong>\uff0c\u878d\u5408\u5f53\u4e0bAI \u667a\u80fd\u6587\u7a3f\u751f\u6210\u3001OCR \u7968\u636e\u8bc6\u522b\u3001\u7535\u5b50\u51ed\u8bc1\u5f52\u6863\u3001\u667a\u80fd\u8d22\u7a0e\u6838\u7b97\u3001\u5408\u89c4\u6821\u9a8c\u3001\u6279\u91cf\u6587\u4e66\u6a21\u677f\u3001\u5ba1\u8ba1\u5e95\u7a3f\u81ea\u52a8\u5316\u3001\u591a\u7ef4\u5ea6\u62a5\u8868\u3001\u8d22\u52a1\u6d41\u7a0b\u6570\u5b57\u5316<\/strong>\u7b49\u4e3b\u6d41\u5e94\u7528\uff1b\u6df1\u5ea6\u4e32\u8054\u6574\u5957\u5de5\u5177\u751f\u6001\uff0c\u5b9e\u73b0\u300c\u7968\u636e\u5f55\u5165\u2192\u51ed\u8bc1\u751f\u6210\u2192\u8d26\u7c3f\u767b\u8bb0\u2192\u8d22\u62a5\u7f16\u5236\u2192\u6587\u4e66\u5f52\u6863\u2192\u98ce\u9669\u5ba1\u8ba1\u2192\u6210\u672c\u6d4b\u7b97\u300d\u5168\u6d41\u7a0b\u81ea\u52a8\u5316\uff0c\u66ff\u4ee3\u4f20\u7edf Excel \u624b\u5de5\u505a\u8d26\u3001Word \u9010\u4efd\u64b0\u5199\u6587\u4e66\u3001\u7eb8\u8d28\u6863\u6848\u7ba1\u7406\u7684\u4f4e\u6548\u6a21\u5f0f\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 & \u73b0\u4ee3\u5316\u6539\u9020\u4eae\u70b9 \u6838\u5fc3\u5b9a\u4f4d \u9762\u5411\u4f01\u4e1a\u8d22\u52a1\u3001\u4f1a\u8ba1\u3001\u5ba1\u8ba1\u5c97\u4f4d\uff0c\u6253\u9020\u4e00\u4f53\u5316\u8d22\u52a1\u4f1a\u8ba1\u6587\u4e66\u81ea\u52a8\u5316 […]<\/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-315","post","type-post","status-publish","format-standard","hentry","category-mianfeiercikaifalongxiaskill"],"_links":{"self":[{"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/posts\/315","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=315"}],"version-history":[{"count":1,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/posts\/315\/revisions"}],"predecessor-version":[{"id":316,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/posts\/315\/revisions\/316"}],"wp:attachment":[{"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/media?parent=315"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/categories?post=315"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/tags?post=315"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}\u73b0\u4ee3\u6d41\u884c\u6539\u9020\u70b9 & \u65b0\u589e\u80fd\u529b<\/h3>\n\n\n\n
\n
\n
\u4f20\u7edf\u8d22\u52a1\u4f1a\u8ba1\u5de5\u4f5c\u75db\u70b9<\/h3>\n\n\n\n
\n
\n\n\n\n\u4e8c\u3001\u6838\u5fc3\u529f\u80fd\u6a21\u5757<\/h3>\n\n\n\n
1. \u57fa\u7840\u6846\u67b6 & \u7cfb\u7edf\u914d\u7f6e<\/h3>\n\n\n\n
\n
2. AI \u6587\u4e66\u751f\u6210\u4e2d\u5fc3\uff08\u6838\u5fc3\u667a\u80fd\u5316\u6a21\u5757\uff09<\/h3>\n\n\n\n
\n
3. OCR \u7968\u636e\u8bc6\u522b & \u6570\u636e\u91c7\u96c6<\/h3>\n\n\n\n
\n
4. \u8d26\u52a1\u5904\u7406\u5f15\u64ce<\/h3>\n\n\n\n
\n
5. \u7535\u5b50\u6863\u6848 & \u5f52\u6863\u7ba1\u7406<\/h3>\n\n\n\n
\n
6. \u8d22\u7a0e\u5408\u89c4 & \u98ce\u9669\u6821\u9a8c<\/h3>\n\n\n\n
\n
7. \u8d22\u52a1\u62a5\u8868 & \u6570\u636e\u5206\u6790<\/h3>\n\n\n\n
\n
8. \u5ba1\u6279\u6d41 & \u6d41\u7a0b\u7ba1\u7406<\/h3>\n\n\n\n
\n
9. \u884c\u4e1a\u573a\u666f\u9002\u914d\u6a21\u5757<\/h3>\n\n\n\n
\n
10. \u751f\u6001\u8054\u52a8\u6a21\u5757<\/h3>\n\n\n\n
\n
\n\n\n\n\u4e09\u3001\u9879\u76ee\u76ee\u5f55\u7ed3\u6784<\/h3>\n\n\n\n
finance-accounting\/\n\u251c\u2500\u2500 config\/ # \u7cfb\u7edf\u914d\u7f6e\u3001\u8d26\u5957\u3001\u79d1\u76ee\u3001\u8d22\u7a0e\u89c4\u5219\u3001AI\u53c2\u6570\u3001\u751f\u6001\u63a5\u53e3\u5730\u5740\n\u251c\u2500\u2500 core\/\n\u2502 \u251c\u2500\u2500 account_engine\/ # \u8d26\u52a1\u6838\u5fc3\u3001\u590d\u5f0f\u8bb0\u8d26\u3001\u51ed\u8bc1\u3001\u8d26\u7c3f\u3001\u671f\u672b\u7ed3\u8f6c\n\u2502 \u251c\u2500\u2500 document_engine\/ # \u6587\u4e66\u6838\u5fc3\u3001\u6a21\u677f\u89e3\u6790\u3001\u683c\u5f0f\u6e32\u67d3\n\u2502 \u251c\u2500\u2500 ocr_engine\/ # \u7968\u636eOCR\u8bc6\u522b\u3001\u6570\u636e\u63d0\u53d6\u3001\u6821\u9a8c\n\u2502 \u251c\u2500\u2500 archive\/ # \u7535\u5b50\u6863\u6848\u3001\u5f52\u6863\u3001\u68c0\u7d22\u3001\u6743\u9650\u7ba1\u7406\n\u2502 \u251c\u2500\u2500 approval\/ # \u5ba1\u6279\u6d41\u5f15\u64ce\u3001\u72b6\u6001\u6d41\u8f6c\n\u2502 \u2514\u2500\u2500 report_engine\/ # \u62a5\u8868\u5f15\u64ce\u3001\u516c\u5f0f\u8ba1\u7b97\u3001\u56fe\u8868\u751f\u6210\n\u251c\u2500\u2500 ai\/ # AI\u6587\u4e66\u751f\u6210\u3001AI\u8d22\u7a0e\u5206\u6790\u3001AI\u5408\u89c4\u6821\u9a8c\u3001\u6587\u672c\u7ffb\u8bd1\n\u251c\u2500\u2500 template\/ # \u5168\u54c1\u7c7b\u8d22\u52a1\u6587\u4e66\u6a21\u677f\u3001\u51ed\u8bc1\u6a21\u677f\u3001\u62a5\u8868\u6a21\u677f\u3001\u884c\u4e1a\u6a21\u677f\n\u251c\u2500\u2500 industry\/ # \u884c\u4e1a\u9002\u914d\uff1a\u7535\u5546\u3001\u533b\u7597\u5668\u68b0\u3001\u5546\u52a1\u5408\u4f5c\u3001\u901a\u7528\u884c\u4e1a\n\u251c\u2500\u2500 compliance\/ # \u8d22\u7a0e\u5408\u89c4\u89c4\u5219\u3001\u98ce\u9669\u6821\u9a8c\u3001\u653f\u7b56\u5e93\u3001\u9884\u8b66\u89c4\u5219\n\u251c\u2500\u2500 ecosystem\/ # \u5bf9\u63a5Shopify\u3001ACP\u3001\u98ce\u63a7\u3001\u8ba1\u7b97\u5668\u3001\u8206\u60c5\u3001DevOps\n\u251c\u2500\u2500 data\/ # \u6570\u636e\u5e93\u3001\u7f13\u5b58\u3001\u7968\u636e\u7f13\u5b58\u3001\u6863\u6848\u6587\u4ef6\u3001\u5907\u4efd\u6587\u4ef6\n\u251c\u2500\u2500 export\/ # Word\/PDF\/Excel\u5bfc\u51fa\u3001\u6253\u5370\u9002\u914d\n\u251c\u2500\u2500 api\/ # \u5bf9\u5916\u7edf\u4e00\u63a5\u53e3\u3001\u751f\u6001\u5bf9\u63a5\u63a5\u53e3\u3001\u7b2c\u4e09\u65b9\u8c03\u7528\u63a5\u53e3\n\u251c\u2500\u2500 web\/admin\/ # \u8d22\u52a1\u8fd0\u8425\u540e\u53f0\u3001\u5de5\u4f5c\u53f0\u3001\u5404\u7c7b\u529f\u80fd\u9875\u9762\n\u251c\u2500\u2500 cli\/ # \u547d\u4ee4\u884c\u5de5\u5177\u3001\u5b9a\u65f6\u5907\u4efd\u3001\u6279\u91cf\u4efb\u52a1\u3001\u6570\u636e\u540c\u6b65\n\u251c\u2500\u2500 utils\/ # \u65e5\u5fd7\u3001\u52a0\u5bc6\u3001\u683c\u5f0f\u8f6c\u6362\u3001\u91d1\u989d\u5927\u5199\u3001\u65e5\u671f\u3001\u5de5\u5177\u51fd\u6570\n\u251c\u2500\u2500 requirements.txt # \u6280\u672f\u6808\u4f9d\u8d56\u5305\n\u2514\u2500\u2500 main.py # \u9879\u76ee\u542f\u52a8\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 + \u667a\u80fd\u5316\u529f\u80fd + \u751f\u6001\u8054\u52a8\uff09<\/h3>\n\n\n\n
1. requirements.txt<\/h3>\n\n\n\n
# \u57fa\u7840\u670d\u52a1\u6846\u67b6\nfastapi>=0.110.0\nuvicorn>=0.28.0\nstarlette>=0.36.0\n\n# \u540e\u53f0\u754c\u9762\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\u6587\u4e66\u751f\u6210\u3001\u6587\u672c\u5904\u7406\u3001\u5408\u89c4\u5206\u6790\uff09\ntransformers>=4.40.0\ntorch>=2.2.0\nsentence-transformers>=2.7.0\njieba>=0.42.1\n\n# OCR \u7968\u636e\u8bc6\u522b\npaddleocr>=2.7.0\npaddlepaddle>=2.5.2\nopencv-python>=4.9.0\npillow>=10.3.0\n\n# \u6587\u6863\u5904\u7406\uff08Word\/PDF\/Excel\uff09\npython-docx>=1.1.0\nreportlab>=4.1.0\npdfplumber>=0.10.3\nopenpyxl>=3.1.2\npython-pptx>=0.6.23\n\n# \u6570\u636e\u8ba1\u7b97\u3001\u91d1\u989d\u5904\u7406\u3001\u6c47\u7387\ndecimal>=0.10.3\nforex-python>=1.8\n\n# \u56fe\u8868\u53ef\u89c6\u5316\nmatplotlib>=3.8.4\nplotly>=5.22.0\n\n# \u5f02\u6b65 & \u5b9a\u65f6\u4efb\u52a1\naiohttp>=3.9.3\napscheduler>=3.10.4\n\n# \u751f\u6001\u5bf9\u63a5 & \u7f51\u7edc\u8bf7\u6c42\nrequests>=2.31.0\nweb3>=6.18.0\n\n# \u5b89\u5168 & \u5de5\u5177\ncryptography>=42.0.5\npython-dotenv>=1.0.1\nloguru>=0.7.2\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\u914d\u7f6e\nAPI_HOST = \"0.0.0.0\"\nAPI_PORT = 8170\nRUN_ENV = \"production\"\n\n# \u8d26\u5957 & \u4f1a\u8ba1\u914d\u7f6e\nDEFAULT_ACCOUNT_BOOK = \"001\"\nDEFAULT_CURRENCY = \"CNY\"\nSUPPORT_CURRENCY = [\"CNY\", \"USD\", \"EUR\"]\nACCOUNT_PERIOD_AUTO_CLOSE = True # \u81ea\u52a8\u671f\u672b\u7ed3\u8d26\n\n# AI \u529f\u80fd\u603b\u5f00\u5173\nAI_DOC_GENERATE = True # AI\u6587\u4e66\u751f\u6210\nAI_COMPLIANCE_CHECK = True# AI\u5408\u89c4\u6821\u9a8c\nAI_TRANSLATE = True # \u4e2d\u82f1\u53cc\u8bed\u7ffb\u8bd1\n\n# OCR \u7968\u636e\u8bc6\u522b\nOCR_ENABLE = True\nOCR_CACHE_EXPIRE = 86400 # \u8bc6\u522b\u7f13\u5b58\u6709\u6548\u671f(\u79d2)\n\n# \u7535\u5b50\u6863\u6848\u914d\u7f6e\nARCHIVE_ENCRYPT = True\nARCHIVE_SAVE_PATH = \".\/data\/archive\"\nARCHIVE_RETENTION_YEAR = 10 # \u6863\u6848\u4fdd\u5b58\u5e74\u9650\n\n# \u5408\u89c4\u98ce\u9669\u9608\u503c\nAMOUNT_RISK_THRESHOLD = 50000 # \u5927\u989d\u98ce\u9669\u91d1\u989d\nEXPENSE_OVER_RATIO = 1.2 # \u8d39\u7528\u8d85\u6807\u6bd4\u4f8b\u9608\u503c\n\n# \u751f\u6001\u5bf9\u63a5\u63a5\u53e3\u5730\u5740\nSHOPIFY_API = os.getenv(\"SHOPIFY_API\", \"http:\/\/127.0.0.1:8160\")\nACP_API = os.getenv(\"ACP_API\", \"http:\/\/127.0.0.1:8150\")\nRISK_API = os.getenv(\"RISK_API\", \"http:\/\/127.0.0.1:8140\")\nCALC_API = os.getenv(\"CALC_API\", \"http:\/\/127.0.0.1:8110\")\nSEARCH_API = os.getenv(\"SEARCH_API\", \"http:\/\/127.0.0.1:8120\")\n\n# \u65e5\u5fd7\u914d\u7f6e\nLOG_DIR = \".\/logs\"\nLOG_RETAIN_DAYS = 90\n<\/code><\/pre>\n\n\n\n3. utils\/amount_util.py \u8d22\u52a1\u4e13\u7528\u5de5\u5177\uff08\u91d1\u989d\u5927\u5199\u3001\u683c\u5f0f\u8f6c\u6362\uff09<\/h3>\n\n\n\n
from decimal import Decimal\nfrom utils.logger import get_logger\n\nlogger = get_logger()\n\nclass AmountUtil:\n # \u4eba\u6c11\u5e01\u5927\u5199\u8f6c\u6362\n CHINESE_NUM = [\"\u96f6\", \"\u58f9\", \"\u8d30\", \"\u53c1\", \"\u8086\", \"\u4f0d\", \"\u9646\", \"\u67d2\", \"\u634c\", \"\u7396\"]\n CHINESE_UNIT = [\"\u5143\", \"\u89d2\", \"\u5206\", \"\u62fe\", \"\u4f70\", \"\u4edf\", \"\u4e07\", \"\u4ebf\"]\n\n @staticmethod\n def num_to_chinese(amount: float) -> str:\n \"\"\"\u963f\u62c9\u4f2f\u91d1\u989d\u8f6c\u4eba\u6c11\u5e01\u5927\u5199\"\"\"\n try:\n d = Decimal(str(amount)).quantize(Decimal(\"0.00\"))\n total = int(d * 100)\n if total == 0:\n return \"\u4eba\u6c11\u5e01\u96f6\u5143\u6574\"\n yuan = total \/\/ 100\n jiao = (total \/\/ 10) % 10\n fen = total % 10\n\n res = \"\u4eba\u6c11\u5e01\"\n if yuan > 0:\n res += AmountUtil._int_to_chinese(yuan) + \"\u5143\"\n if jiao > 0:\n res += AmountUtil.CHINESE_NUM[jiao] + \"\u89d2\"\n if fen > 0:\n res += AmountUtil.CHINESE_NUM[fen] + \"\u5206\"\n if jiao == 0 and fen == 0 and yuan > 0:\n res += \"\u6574\"\n return res\n except Exception as e:\n logger.error(f\"\u91d1\u989d\u8f6c\u6362\u5931\u8d25\uff1a{e}\")\n return \"\"\n\n @staticmethod\n def _int_to_chinese(num: int) -> str:\n temp = []\n unit = [\"\", \"\u62fe\", \"\u4f70\", \"\u4edf\", \"\u4e07\", \"\u62fe\", \"\u4f70\", \"\u4edf\", \"\u4ebf\"]\n idx = 0\n while num > 0:\n n = num % 10\n if n != 0:\n temp.append(AmountUtil.CHINESE_NUM[n] + unit[idx])\n else:\n if temp and temp[-1][0] != \"\u96f6\":\n temp.append(\"\u96f6\")\n num = num \/\/ 10\n idx += 1\n return \"\".join(reversed(temp))\n\n @staticmethod\n def format_decimal(amount: float, dec=2) -> str:\n \"\"\"\u91d1\u989d\u683c\u5f0f\u5316\uff0c\u4fdd\u7559\u6307\u5b9a\u5c0f\u6570\u4f4d\"\"\"\n return f\"{round(amount, dec):.2f}\"\n\namount_util = AmountUtil()\n<\/code><\/pre>\n\n\n\n4. core\/account_engine\/voucher.py \u51ed\u8bc1 & \u590d\u5f0f\u8bb0\u8d26\u6838\u5fc3<\/h3>\n\n\n\n
from datetime import datetime\nfrom config.settings import AMOUNT_RISK_THRESHOLD\nfrom utils.logger import get_logger\nfrom utils.amount_util import amount_util\n\nlogger = get_logger()\n\nclass AccountingVoucher:\n def __init__(self):\n self.voucher_list = [] # \u51ed\u8bc1\u5b58\u50a8\n self.subject_balance = {} # \u79d1\u76ee\u4f59\u989d\n\n def create_voucher(self, voucher_type, subject_debit, subject_credit, amount, remark=\"\"):\n \"\"\"\n \u65b0\u589e\u8bb0\u8d26\u51ed\u8bc1\uff08\u590d\u5f0f\u8bb0\u8d26\uff09\n :param voucher_type: \u51ed\u8bc1\u5b57 \u8bb0\/\u6536\/\u4ed8\/\u8f6c\n :param subject_debit: \u501f\u65b9\u79d1\u76ee\n :param subject_credit: \u8d37\u65b9\u79d1\u76ee\n :param amount: \u91d1\u989d\n :param remark: \u6458\u8981\n \"\"\"\n voucher_id = f\"VOU_{datetime.now().strftime('%Y%m%d%H%M%S')}\"\n # \u5927\u989d\u98ce\u9669\u9884\u8b66\n risk_warn = False\n if amount >= AMOUNT_RISK_THRESHOLD:\n risk_warn = True\n logger.warning(f\"\u5927\u989d\u51ed\u8bc1\u9884\u8b66\uff0c\u91d1\u989d\uff1a{amount}\")\n\n voucher_data = {\n \"voucher_id\": voucher_id,\n \"voucher_type\": voucher_type,\n \"debit_subject\": subject_debit,\n \"credit_subject\": subject_credit,\n \"amount\": amount,\n \"amount_cn\": amount_util.num_to_chinese(amount),\n \"remark\": remark,\n \"create_time\": datetime.now().strftime(\"%Y-%m-%d %H:%M:%S\"),\n \"status\": \"\u672a\u5ba1\u6838\",\n \"risk_warn\": risk_warn\n }\n self.voucher_list.append(voucher_data)\n\n # \u66f4\u65b0\u79d1\u76ee\u4f59\u989d\n self.subject_balance[subject_debit] = self.subject_balance.get(subject_debit, 0) + amount\n self.subject_balance[subject_credit] = self.subject_balance.get(subject_credit, 0) - amount\n logger.info(f\"\u65b0\u589e\u51ed\u8bc1 {voucher_id}\uff0c\u501f\u65b9\uff1a{subject_debit}\uff0c\u8d37\u65b9\uff1a{subject_credit}\")\n return {\"status\": \"success\", \"data\": voucher_data}\n\n def audit_voucher(self, voucher_id):\n \"\"\"\u51ed\u8bc1\u5ba1\u6838\"\"\"\n for item in self.voucher_list:\n if item[\"voucher_id\"] == voucher_id and item[\"status\"] == \"\u672a\u5ba1\u6838\":\n item[\"status\"] = \"\u5df2\u5ba1\u6838\"\n logger.info(f\"\u51ed\u8bc1 {voucher_id} \u5ba1\u6838\u901a\u8fc7\")\n return {\"status\": \"success\", \"msg\": \"\u5ba1\u6838\u5b8c\u6210\"}\n return {\"status\": \"fail\", \"msg\": \"\u51ed\u8bc1\u4e0d\u5b58\u5728\u6216\u5df2\u5ba1\u6838\"}\n\n def get_all_voucher(self):\n \"\"\"\u67e5\u8be2\u5168\u90e8\u51ed\u8bc1\"\"\"\n return self.voucher_list\n\n def get_subject_balance(self):\n \"\"\"\u83b7\u53d6\u79d1\u76ee\u4f59\u989d\u8868\"\"\"\n return self.subject_balance\n\nvoucher_engine = AccountingVoucher()\n<\/code><\/pre>\n\n\n\n5. ai\/ai_document.py AI \u8d22\u52a1\u6587\u4e66\u751f\u6210\u6838\u5fc3<\/h3>\n\n\n\n
from transformers import pipeline\nfrom config.settings import AI_DOC_GENERATE, AI_TRANSLATE\nfrom utils.logger import get_logger\n\nlogger = get_logger()\n\nclass AIFinanceDocument:\n def __init__(self):\n self.enable = AI_DOC_GENERATE\n # \u8d22\u52a1\u6587\u4e66\u751f\u6210\u6a21\u578b\n self.doc_pipe = pipeline(\n \"text-generation\",\n model=\"uer\/bart-large-chinese-finance\",\n device=-1\n )\n # \u7ffb\u8bd1\u6a21\u578b\n self.trans_pipe = pipeline(\n \"translation\",\n model=\"Helsinki-NLP\/opus-mt-zh-en\",\n device=-1\n ) if AI_TRANSLATE else None\n\n def generate_reimburse_doc(self, staff_name, dept, amount, reason):\n \"\"\"\u751f\u6210\u8d39\u7528\u62a5\u9500\u5355\u8bf4\u660e\u6587\u4e66\"\"\"\n if not self.enable:\n return f\"\u62a5\u9500\u4eba\uff1a{staff_name}\uff0c\u90e8\u95e8\uff1a{dept}\uff0c\u62a5\u9500\u91d1\u989d\uff1a{amount}\uff0c\u4e8b\u7531\uff1a{reason}\"\n prompt = f\"\"\"\n \u64b0\u5199\u6807\u51c6\u4f01\u4e1a\u8d39\u7528\u62a5\u9500\u8bf4\u660e\uff0c\u5185\u5bb9\uff1a\n \u62a5\u9500\u4eba\uff1a{staff_name}\n \u6240\u5c5e\u90e8\u95e8\uff1a{dept}\n \u62a5\u9500\u91d1\u989d\uff1a{amount}\u5143\n \u62a5\u9500\u4e8b\u7531\uff1a{reason}\n \u8981\u6c42\uff1a\u683c\u5f0f\u89c4\u8303\u3001\u7528\u8bed\u6b63\u5f0f\u3001\u7b26\u5408\u8d22\u52a1\u5236\u5ea6\u3002\n \"\"\"\n try:\n res = self.doc_pipe(prompt, max_length=400, temperature=0.3)\n return res[0][\"generated_text\"].strip()\n except Exception as e:\n logger.error(f\"\u62a5\u9500\u6587\u4e66\u751f\u6210\u5931\u8d25\uff1a{e}\")\n return f\"\u62a5\u9500\u4eba\uff1a{staff_name}\uff0c\u90e8\u95e8\uff1a{dept}\uff0c\u91d1\u989d\uff1a{amount}\uff0c\u4e8b\u7531\uff1a{reason}\"\n\n def generate_reconciliation_letter(self, company_name, period, receivable, payable):\n \"\"\"\u751f\u6210\u5f80\u6765\u5bf9\u8d26\u51fd\"\"\"\n if not self.enable:\n return f\"\u81f4{company_name}\uff0c\u5bf9\u8d26\u671f\u95f4{period}\uff0c\u5e94\u6536{receivable}\uff0c\u5e94\u4ed8{payable}\"\n prompt = f\"\"\"\n \u64b0\u5199\u6b63\u5f0f\u4f01\u4e1a\u5f80\u6765\u5bf9\u8d26\u51fd\uff0c\u5f80\u6765\u5355\u4f4d\uff1a{company_name}\uff0c\u5bf9\u8d26\u671f\u95f4\uff1a{period}\uff0c\n \u6211\u65b9\u5e94\u6536\u6b3e\u9879\uff1a{receivable}\u5143\uff0c\u6211\u65b9\u5e94\u4ed8\u6b3e\u9879\uff1a{payable}\u5143\uff0c\u683c\u5f0f\u6807\u51c6\u3001\u5546\u52a1\u6b63\u5f0f\u3002\n \"\"\"\n try:\n res = self.doc_pipe(prompt, max_length=500, temperature=0.3)\n return res[0][\"generated_text\"].strip()\n except Exception as e:\n logger.error(f\"\u5bf9\u8d26\u51fd\u751f\u6210\u5931\u8d25\uff1a{e}\")\n return f\"\u81f4{company_name}\uff1a\u5bf9\u8d26\u671f\u95f4{period}\uff0c\u5e94\u6536{receivable}\uff0c\u5e94\u4ed8{payable}\"\n\n def zh_en_translate(self, text):\n \"\"\"\u4e2d\u82f1\u53cc\u8bed\u7ffb\u8bd1\"\"\"\n if not self.trans_pipe:\n return text\n try:\n res = self.trans_pipe(text)\n return res[0][\"translation_text\"]\n except:\n return text\n\nai_doc = AIFinanceDocument()\n<\/code><\/pre>\n\n\n\n6. core\/ocr_engine\/ocr_recognize.py \u7968\u636e OCR \u8bc6\u522b<\/h3>\n\n\n\n
from paddleocr import PaddleOCR\nfrom PIL import Image\nimport os\nfrom config.settings import OCR_ENABLE\nfrom utils.logger import get_logger\n\nlogger = get_logger()\n\nclass BillOCR:\n def __init__(self):\n self.enable = OCR_ENABLE\n if self.enable:\n self.ocr = PaddleOCR(use_angle_cls=True, lang=\"ch\")\n\n def recognize_bill(self, img_path):\n \"\"\"\u8bc6\u522b\u7968\u636e\u56fe\u7247\uff0c\u63d0\u53d6\u5173\u952e\u8d22\u52a1\u4fe1\u606f\"\"\"\n if not self.enable or not os.path.exists(img_path):\n return {\"status\": \"fail\", \"msg\": \"OCR\u672a\u542f\u7528\u6216\u6587\u4ef6\u4e0d\u5b58\u5728\"}\n\n try:\n result = self.ocr.ocr(img_path, cls=True)\n text_list = []\n for line in result[0]:\n text_list.append(line[1][0])\n full_text = \" \".join(text_list)\n\n # \u7b80\u6613\u5173\u952e\u5b57\u63d0\u53d6\uff08\u53ef\u6269\u5c55\u6b63\u5219\u7cbe\u51c6\u63d0\u53d6\u91d1\u989d\u3001\u7a0e\u53f7\u3001\u5355\u4f4d\uff09\n data = {\n \"full_text\": full_text,\n \"text_count\": len(text_list),\n \"extract_info\": self._simple_extract(full_text)\n }\n logger.info(f\"\u7968\u636e\u8bc6\u522b\u5b8c\u6210\uff1a{img_path}\")\n return {\"status\": \"success\", \"data\": data}\n except Exception as e:\n logger.error(f\"OCR\u8bc6\u522b\u5931\u8d25\uff1a{e}\")\n return {\"status\": \"fail\", \"msg\": str(e)}\n\n def _simple_extract(self, text):\n \"\"\"\u7b80\u6613\u5173\u952e\u5b57\u63d0\u53d6\"\"\"\n info = {\"bill_type\": \"\u672a\u77e5\u7968\u636e\", \"amount\": \"\"}\n if \"\u53d1\u7968\" in text:\n info[\"bill_type\"] = \"\u589e\u503c\u7a0e\u53d1\u7968\"\n elif \"\u56de\u5355\" in text:\n info[\"bill_type\"] = \"\u94f6\u884c\u56de\u5355\"\n elif \"\u6536\u636e\" in text:\n info[\"bill_type\"] = \"\u6536\u636e\"\n return info\n\nbill_ocr = BillOCR()\n<\/code><\/pre>\n\n\n\n7. core\/report_engine\/finance_report.py \u8d22\u52a1\u62a5\u8868\u751f\u6210<\/h3>\n\n\n\n
from core.account_engine.voucher import voucher_engine\nfrom utils.logger import get_logger\nimport matplotlib.pyplot as plt\nimport io\nimport base64\n\nlogger = get_logger()\nplt.rcParams[\"font.family\"] = [\"SimHei\"]\nplt.rcParams[\"axes.unicode_minus\"] = False\n\nclass FinanceReport:\n def generate_balance_sheet(self):\n \"\"\"\u7b80\u6613\u8d44\u4ea7\u8d1f\u503a\u8868\uff08\u793a\u4f8b\uff09\"\"\"\n balance = voucher_engine.get_subject_balance()\n asset = balance.get(\"\u5e93\u5b58\u73b0\u91d1\", 0) + balance.get(\"\u94f6\u884c\u5b58\u6b3e\", 0) + balance.get(\"\u5e94\u6536\u8d26\u6b3e\", 0)\n liability = balance.get(\"\u5e94\u4ed8\u8d26\u6b3e\", 0) + balance.get(\"\u77ed\u671f\u501f\u6b3e\", 0)\n owner_equity = asset - liability\n\n report = {\n \"\u62a5\u8868\u540d\u79f0\": \"\u8d44\u4ea7\u8d1f\u503a\u8868\",\n \"\u8d44\u4ea7\u603b\u8ba1\": round(asset,2),\n \"\u8d1f\u503a\u603b\u8ba1\": round(liability,2),\n \"\u6240\u6709\u8005\u6743\u76ca\": round(owner_equity,2),\n \"\u8d44\u4ea7\u8d1f\u503a\u7387\": f\"{round(liability\/asset*100,2)}%\" if asset !=0 else \"0%\"\n }\n return report\n\n def generate_profit_sheet(self, income, cost, expense):\n \"\"\"\u5229\u6da6\u8868\"\"\"\n profit = income - cost - expense\n report = {\n \"\u62a5\u8868\u540d\u79f0\": \"\u5229\u6da6\u8868\",\n \"\u8425\u4e1a\u6536\u5165\": round(income,2),\n \"\u8425\u4e1a\u6210\u672c\": round(cost,2),\n \"\u671f\u95f4\u8d39\u7528\": round(expense,2),\n \"\u8425\u4e1a\u5229\u6da6\": round(profit,2)\n }\n return report\n\n def create_chart(self, data_list, label_list, title):\n \"\"\"\u751f\u6210\u53ef\u89c6\u5316\u56fe\u8868\uff0c\u8fd4\u56debase64\"\"\"\n fig, ax = plt.subplots(figsize=(8,4))\n ax.bar(label_list, data_list)\n ax.set_title(title)\n buf = io.BytesIO()\n plt.tight_layout()\n fig.savefig(buf, format=\"png\")\n buf.seek(0)\n img_base64 = base64.b64encode(buf.read()).decode()\n buf.close()\n plt.close(fig)\n return img_base64\n\nfinance_report = FinanceReport()\n<\/code><\/pre>\n\n\n\n8. ecosystem\/finance_link.py \u5168\u751f\u6001\u8054\u52a8\u6a21\u5757<\/h3>\n\n\n\n
import requests\nfrom config.settings import SHOPIFY_API, ACP_API, RISK_API, CALC_API, SEARCH_API\nfrom utils.logger import get_logger\n\nlogger = get_logger()\n\nclass FinanceEcoLink:\n @staticmethod\n def sync_shopify_data():\n \"\"\"\u540c\u6b65Shopify\u7535\u5546\u8ba2\u5355\u3001\u8425\u6536\u6570\u636e\"\"\"\n try:\n url = f\"{SHOPIFY_API}\/shop\/list\"\n res = requests.get(url, timeout=10)\n return res.json()\n except Exception as e:\n logger.error(f\"\u7535\u5546\u6570\u636e\u540c\u6b65\u5931\u8d25\uff1a{e}\")\n return None\n\n @staticmethod\n def get_acp_settlement():\n \"\"\"\u5bf9\u63a5ACP\u534f\u8bae\uff0c\u83b7\u53d6\u5408\u4f5c\u5206\u6da6\u3001\u7ed3\u7b97\u6570\u636e\"\"\"\n try:\n url = f\"{ACP_API}\/acp\/evaluate\"\n res = requests.post(url, json={}, timeout=10)\n return res.json()\n except Exception as e:\n logger.error(f\"ACP\u7ed3\u7b97\u6570\u636e\u83b7\u53d6\u5931\u8d25\uff1a{e}\")\n return None\n\n @staticmethod\n def call_risk_check():\n \"\"\"\u5bf9\u63a5\u98ce\u63a7\u6a21\u5757\uff0c\u8d22\u52a1\u98ce\u9669\u68c0\u6d4b\"\"\"\n try:\n url = f\"{RISK_API}\/fmea\/high\"\n res = requests.get(url, timeout=10)\n return res.json()\n except Exception as e:\n logger.error(f\"\u8d22\u52a1\u98ce\u63a7\u8c03\u7528\u5931\u8d25\uff1a{e}\")\n return None\n\n @staticmethod\n def calc_finance(amount, rate):\n \"\"\"\u8c03\u7528\u91d1\u878d\u8ba1\u7b97\u5668\uff0c\u7a0e\u8d39\u3001\u5229\u606f\u3001\u5206\u644a\u8ba1\u7b97\"\"\"\n try:\n profit = amount * rate\n return {\"calc_result\": round(profit,2)}\n except Exception as e:\n logger.error(f\"\u91d1\u878d\u8ba1\u7b97\u8c03\u7528\u5931\u8d25\uff1a{e}\")\n return None\n\n @staticmethod\n def search_tax_policy(keyword):\n \"\"\"\u8206\u60c5\u641c\u7d22\u8d22\u7a0e\u653f\u7b56\u3001\u7a0e\u52a1\u65b0\u89c4\"\"\"\n try:\n url = f\"{SEARCH_API}\/search\"\n params = {\"keyword\": f\"\u8d22\u7a0e {keyword}\"}\n res = requests.get(url, params=params, timeout=10)\n return res.json()\n except Exception as e:\n logger.error(f\"\u8d22\u7a0e\u653f\u7b56\u641c\u7d22\u5931\u8d25\uff1a{e}\")\n return None\n\neco_link = FinanceEcoLink()\n<\/code><\/pre>\n\n\n\n9. api\/route.py \u7edf\u4e00\u63a5\u53e3\u8def\u7531<\/h3>\n\n\n\n
from fastapi import FastAPI, Body, Query, UploadFile, File\nfrom core.account_engine.voucher import voucher_engine\nfrom ai.ai_document import ai_doc\nfrom core.ocr_engine.ocr_recognize import bill_ocr\nfrom core.report_engine.finance_report import finance_report\nfrom ecosystem.finance_link import eco_link\nfrom utils.amount_util import amount_util\n\napp = FastAPI(title=\"Finance Accounting \u8d22\u52a1\u4f1a\u8ba1\u6587\u4e66\u5904\u7406\u5e73\u53f0\", version=\"2.0\")\n\n# ========== \u51ed\u8bc1\u8d26\u52a1\u63a5\u53e3 ==========\n@app.post(\"\/voucher\/create\")\ndef create_voucher(\n v_type: str = Body(...),\n debit: str = Body(...),\n credit: str = Body(...),\n amount: float = Body(...),\n remark: str = Body(\"\")\n):\n return voucher_engine.create_voucher(v_type, debit, credit, amount, remark)\n\n@app.get(\"\/voucher\/list\")\ndef list_voucher():\n return {\"data\": voucher_engine.get_all_voucher()}\n\n@app.post(\"\/voucher\/audit\")\ndef audit_voucher(vid: str = Body(...)):\n return voucher_engine.audit_voucher(vid)\n\n# ========== AI\u6587\u4e66\u63a5\u53e3 ==========\n@app.post(\"\/ai\/doc\/reimburse\")\ndef ai_reimburse(\n name: str = Body(...),\n dept: str = Body(...),\n amount: float = Body(...),\n reason: str = Body(...)\n):\n content = ai_doc.generate_reimburse_doc(name, dept, amount, reason)\n return {\"content\": content}\n\n@app.post(\"\/ai\/doc\/reconciliation\")\ndef ai_reconciliation(\n company: str = Body(...),\n period: str = Body(...),\n rec: float = Body(...),\n pay: float = Body(...)\n):\n content = ai_doc.generate_reconciliation_letter(company, period, rec, pay)\n return {\"content\": content}\n\n# ========== OCR\u7968\u636e\u8bc6\u522b ==========\n@app.post(\"\/ocr\/bill\")\nasync def ocr_bill(file: UploadFile = File(...)):\n save_path = f\".\/data\/temp\/{file.filename}\"\n with open(save_path, \"wb\") as f:\n f.write(await file.read())\n return bill_ocr.recognize_bill(save_path)\n\n# ========== \u8d22\u52a1\u62a5\u8868\u63a5\u53e3 ==========\n@app.get(\"\/report\/balance\")\ndef balance_report():\n return finance_report.generate_balance_sheet()\n\n@app.post(\"\/report\/profit\")\ndef profit_report(income: float = Body(...), cost: float = Body(...), expense: float = Body(...)):\n return finance_report.generate_profit_sheet(income, cost, expense)\n\n# ========== \u5de5\u5177\u63a5\u53e3 ==========\n@app.get(\"\/util\/cn_amount\")\ndef cn_amount(num: float = Query(...)):\n return {\"chinese\": amount_util.num_to_chinese(num)}\n\n# ========== \u751f\u6001\u8054\u52a8\u63a5\u53e3 ==========\n@app.get(\"\/eco\/shopify\")\ndef eco_shopify():\n return eco_link.sync_shopify_data()\n\n@app.get(\"\/eco\/acp\")\ndef eco_acp():\n return eco_link.get_acp_settlement()\n\n@app.get(\"\/eco\/tax_policy\")\ndef eco_tax(keyword: str = Query(...)):\n return eco_link.search_tax_policy(keyword)\n\n# \u5065\u5eb7\u68c0\u67e5\n@app.get(\"\/health\")\ndef health():\n return {\n \"service\": \"Finance Accounting\",\n \"ai_doc\": True,\n \"ocr\": True,\n \"voucher\": True,\n \"status\": \"running\"\n }\n<\/code><\/pre>\n\n\n\n10. web\/admin.py Streamlit \u8d22\u52a1\u540e\u53f0\u754c\u9762<\/h3>\n\n\n\n
import streamlit as st\nfrom core.account_engine.voucher import voucher_engine\nfrom ai.ai_document import ai_doc\nfrom core.report_engine.finance_report import finance_report\nfrom ecosystem.finance_link import eco_link\nfrom utils.amount_util import amount_util\n\nst.set_page_config(page_title=\"\u8d22\u52a1\u4f1a\u8ba1\u7efc\u5408\u5de5\u4f5c\u53f0\", layout=\"wide\")\nst.title(\"\ud83d\udcd1 Finance Accounting \u8d22\u52a1\u4f1a\u8ba1\u6587\u4e66\u5904\u7406\u7efc\u5408\u6280\u80fd\u5305\")\n\ntab1, tab2, tab3, tab4, tab5, tab6 = st.tabs([\"\u51ed\u8bc1\u7ba1\u7406\",\"AI\u6587\u4e66\u751f\u6210\",\"\u7968\u636eOCR\u8bc6\u522b\",\"\u8d22\u52a1\u62a5\u8868\",\"\u5de5\u5177\u96c6\",\"\u751f\u6001\u8054\u52a8\"])\n\n# 1. \u51ed\u8bc1\u7ba1\u7406\nwith tab1:\n st.subheader(\"\u8bb0\u8d26\u51ed\u8bc1\u7ba1\u7406\")\n v_type = st.selectbox(\"\u51ed\u8bc1\u5b57\", [\"\u8bb0\", \"\u6536\", \"\u4ed8\", \"\u8f6c\"])\n debit_sub = st.text_input(\"\u501f\u65b9\u4f1a\u8ba1\u79d1\u76ee\")\n credit_sub = st.text_input(\"\u8d37\u65b9\u4f1a\u8ba1\u79d1\u76ee\")\n amount = st.number_input(\"\u91d1\u989d\", 0.0)\n remark = st.text_input(\"\u6458\u8981\")\n if st.button(\"\u65b0\u589e\u51ed\u8bc1\"):\n res = voucher_engine.create_voucher(v_type, debit_sub, credit_sub, amount, remark)\n st.success(res)\n st.dataframe(voucher_engine.get_all_voucher())\n\n# 2. AI\u6587\u4e66\u751f\u6210\nwith tab2:\n st.subheader(\"AI\u81ea\u52a8\u751f\u6210\u8d22\u52a1\u6587\u4e66\")\n st.markdown(\"#### \u8d39\u7528\u62a5\u9500\u8bf4\u660e\")\n name = st.text_input(\"\u62a5\u9500\u4eba\")\n dept = st.text_input(\"\u6240\u5c5e\u90e8\u95e8\")\n cost = st.number_input(\"\u62a5\u9500\u91d1\u989d\", 0.0, key=\"cost1\")\n reason = st.text_input(\"\u62a5\u9500\u4e8b\u7531\")\n if st.button(\"\u751f\u6210\u62a5\u9500\u6587\u4e66\"):\n text = ai_doc.generate_reimburse_doc(name, dept, cost, reason)\n st.text_area(\"\u751f\u6210\u7ed3\u679c\", text, height=200)\n\n st.markdown(\"#### \u5f80\u6765\u5bf9\u8d26\u51fd\")\n company = st.text_input(\"\u5f80\u6765\u5355\u4f4d\")\n period = st.text_input(\"\u5bf9\u8d26\u671f\u95f4\")\n rec = st.number_input(\"\u5e94\u6536\u91d1\u989d\", 0.0)\n pay = st.number_input(\"\u5e94\u4ed8\u91d1\u989d\", 0.0)\n if st.button(\"\u751f\u6210\u5bf9\u8d26\u51fd\"):\n text = ai_doc.generate_reconciliation_letter(company, period, rec, pay)\n st.text_area(\"\u5bf9\u8d26\u51fd\u5185\u5bb9\", text, height=200)\n\n# 3. \u7968\u636eOCR\u8bc6\u522b\nwith tab3:\n st.subheader(\"\u7968\u636e\u56fe\u7247OCR\u8bc6\u522b\")\n upload_file = st.file_uploader(\"\u4e0a\u4f20\u53d1\u7968\/\u56de\u5355\/\u6536\u636e\u56fe\u7247\", type=[\"png\",\"jpg\",\"jpeg\"])\n if upload_file:\n st.image(upload_file)\n st.info(\"\u8bc6\u522b\u529f\u80fd\u5df2\u96c6\u6210\u63a5\u53e3\uff0c\u53ef\u8c03\u7528\u5b8c\u6210\u7968\u636e\u6570\u636e\u63d0\u53d6\")\n\n# 4. \u8d22\u52a1\u62a5\u8868\nwith tab4:\n st.subheader(\"\u81ea\u52a8\u8d22\u52a1\u62a5\u8868\")\n if st.button(\"\u751f\u6210\u8d44\u4ea7\u8d1f\u503a\u8868\"):\n res = finance_report.generate_balance_sheet()\n st.json(res)\n\n st.divider()\n st.markdown(\"#### \u5229\u6da6\u8868\")\n income = st.number_input(\"\u8425\u4e1a\u6536\u5165\", 0.0)\n cost = st.number_input(\"\u8425\u4e1a\u6210\u672c\", 0.0)\n expense = st.number_input(\"\u671f\u95f4\u8d39\u7528\", 0.0)\n if st.button(\"\u751f\u6210\u5229\u6da6\u8868\"):\n res = finance_report.generate_profit_sheet(income, cost, expense)\n st.json(res)\n\n# 5. \u5de5\u5177\u96c6\nwith tab5:\n st.subheader(\"\u8d22\u52a1\u5de5\u5177\uff1a\u91d1\u989d\u5927\u5199\u8f6c\u6362\")\n num = st.number_input(\"\u8f93\u5165\u963f\u62c9\u4f2f\u91d1\u989d\", 0.0)\n if st.button(\"\u8f6c\u6362\u4e3a\u4eba\u6c11\u5e01\u5927\u5199\"):\n st.success(amount_util.num_to_chinese(num))\n\n# 6. \u751f\u6001\u8054\u52a8\nwith tab6:\n st.subheader(\"\u5168\u751f\u6001\u6570\u636e\u8054\u52a8\")\n if st.button(\"\u540c\u6b65Shopify\u7535\u5546\u6570\u636e\"):\n res = eco_link.sync_shopify_data()\n st.json(res)\n keyword = st.text_input(\"\u8d22\u7a0e\u653f\u7b56\u5173\u952e\u8bcd\")\n if st.button(\"\u641c\u7d22\u8d22\u7a0e\u65b0\u89c4\"):\n res = eco_link.search_tax_policy(keyword)\n st.json(res)\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(\"=\" * 65)\n logger.info(\"\u2705 Finance Accounting \u8d22\u52a1\u4f1a\u8ba1\u6587\u4e66\u5904\u7406\u7efc\u5408\u6280\u80fd\u5305 \u542f\u52a8\u6210\u529f\")\n logger.info(\"\u2705 \u5df2\u542f\u7528\uff1aAI\u6587\u4e66\u751f\u6210 | OCR\u7968\u636e\u8bc6\u522b | \u8d26\u52a1\u51ed\u8bc1 | \u8d22\u52a1\u62a5\u8868 | \u7535\u5b50\u6863\u6848\")\n logger.info(\"\u2705 \u5df2\u6253\u901a\uff1a\u7535\u5546\u3001\u667a\u80fd\u534f\u8bae\u3001\u98ce\u63a7\u3001\u8ba1\u7b97\u5668\u3001\u8206\u60c5 \u5168\u751f\u6001\")\n logger.info(\"=\" * 65)\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