{"id":100895,"date":"2026-09-05T15:33:12","date_gmt":"2026-09-05T07:33:12","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/100895.html"},"modified":"2026-09-05T15:33:12","modified_gmt":"2026-09-05T07:33:12","slug":"%e4%bd%8e%e4%bb%a3%e7%a0%81rpa%e9%a1%b9%e7%9b%ae%e8%90%bd%e5%9c%b0%e7%97%9b%e7%82%b9%ef%bc%9a%e5%81%9arpa%e4%ba%8c%e6%ac%a1%e5%bc%80%e5%8f%91%ef%bc%8c%e5%a4%a7%e6%a8%a1%e5%9e%8b%e9%9b%86%e6%88%90","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/100895.html","title":{"rendered":"\u4f4e\u4ee3\u7801RPA\u9879\u76ee\u843d\u5730\u75db\u70b9\uff1a\u505aRPA\u4e8c\u6b21\u5f00\u53d1\uff0c\u5927\u6a21\u578b\u96c6\u6210\u8981\u907f\u5f00\u54ea\u4e9b\u96f7"},"content":{"rendered":"

\u672c\u6587\u9002\u5408\u6b63\u5728\u505aRPA\u4e8c\u6b21\u5f00\u53d1\u3001\u6216\u8005\u6253\u7b97\u628a\u5927\u6a21\u578b\u96c6\u6210\u8fdb\u81ea\u52a8\u5316\u6d41\u7a0b\u7684\u5f00\u53d1\u8005\u3002\u5168\u6587\u57fa\u4e8e\u771f\u5b9e\u9879\u76ee\u8e29\u5751\u8bb0\u5f55，\u4e0d\u8bb2\u865a\u7684，\u53ea\u804a\u843d\u5730\u3002
\n\u4e00\u3001\u4ece"\u81ea\u52a8\u5316\u4e4c\u6258\u90a6"\u5230"\u843d\u5730\u4fee\u7f57\u573a"
\n\u53bb\u5e74\u63a5\u4e86\u4e00\u4e2a\u7535\u5546\u5ba2\u6237\u7684\u9879\u76ee：\u6bcf\u5929\u8981\u4ece8\u4e2a\u5e73\u53f0\u91c7\u96c6\u8ba2\u5355\u6570\u636e，\u6c47\u603b\u5230\u5185\u90e8ERP，\u518d\u751f\u6210\u65e5\u62a5\u53d1\u7ed9\u8fd0\u8425\u56e2\u961f\u3002\u5ba2\u6237\u660e\u786e\u8981\u6c42"\u8981\u7528AI"，\u89c9\u5f97\u4e0a\u4e86\u5927\u6a21\u578b\u5c31\u80fd\u4e00\u52b3\u6c38\u9038\u3002
\n\u6211\u4e00\u5f00\u59cb\u4e5f\u8fd9\u4e48\u60f3\u2014\u2014\u7528\u5927\u6a21\u578b\u751f\u6210\u83b7\u53d6\u903b\u8f91，RPA\u8d1f\u8d23\u6267\u884c，\u5b8c\u7f8e\u3002\u7ed3\u679c\u9879\u76ee\u5468\u671f\u4ece\u9884\u4f30\u76842\u5468\u62d6\u52302\u4e2a\u6708，\u4e2d\u95f4\u8e29\u7684\u5751\u6bd4\u5199\u7684\u4ee3\u7801\u8fd8\u591a\u3002
\n\u4eca\u5929\u8fd9\u7bc7\u6587\u7ae0，\u6211\u628a\u4f4e\u4ee3\u7801RPA\u9879\u76ee\u843d\u5730\u8fc7\u7a0b\u4e2d，RPA\u4e8c\u6b21\u5f00\u53d1\u548c\u5927\u6a21\u578b\u96c6\u6210\u9636\u6bb5\u6700\u5bb9\u6613\u8e29\u76847\u4e2a\u6df1\u5751\u5b8c\u6574\u590d\u76d8\u4e00\u904d\u3002\u5982\u679c\u4f60\u6b63\u5728\u9009\u578b\u6216\u8005\u5df2\u7ecf\u5f00\u5e72\u4e86，\u5efa\u8bae\u8ba4\u771f\u770b\u5b8c，\u80fd\u7701\u4e0d\u5c11\u51a4\u6789\u94b1\u3002
\n\u4e8c\u3001\u96f7\u4e00：\u5927\u6a21\u578bAPI\u8d39\u7528\u50cf\u9ed1\u6d1e，\u6708\u521d\u8c6a\u8a00\u58ee\u8bed\u6708\u5e95\u6c89\u9ed8\u4e0d\u8bed
\n\u573a\u666f\u8fd8\u539f：
\n\u9879\u76ee\u7b2c\u4e8c\u9636\u6bb5\u63a5\u5165\u4e86\u67d0\u5927\u6a21\u578b\u505a\u53d1\u7968\u4fe1\u606f\u63d0\u53d6\u3002\u6d4b\u8bd5\u9636\u6bb5\u8dd1\u4e86100\u5f20\u53d1\u7968，\u8d39\u7528\u51e0\u5341\u5757，\u5ba2\u6237\u5927\u624b\u4e00\u6325"\u8fd9\u70b9\u94b1\u4e0d\u7b97\u4e8b"\u3002\u4e0a\u7ebf\u540e\u7b2c\u4e00\u4e2a\u6708，\u8d22\u52a1\u7cfb\u7edf\u91cc\u81ea\u52a8\u8dd1\u4e865\u4e07\u6761\u8c03\u7528，API\u8d26\u5355\u76f4\u63a5\u8d85\u9884\u671f3\u500d\u3002
\n\u95ee\u9898\u6839\u6e90：
\n\u5f88\u591a\u4f4e\u4ee3\u7801RPA\u5e73\u53f0\u7684AI\u529f\u80fd\u662f"\u5e73\u53f0\u4e2d\u8f6c"\u6a21\u5f0f\u2014\u2014\u4f60\u8c03\u7528\u7684\u662f\u5e73\u53f0\u5c01\u88c5\u597d\u7684\u63a5\u53e3，\u5e73\u53f0\u518d\u8c03\u5927\u6a21\u578bAPI，\u4e2d\u95f4\u52a0\u4e86\u4e00\u5c42\u4e0d\u900f\u660e\u7684\u624b\u7eed\u8d39\u3002\u66f4\u5751\u7684\u662f，\u6709\u4e9b\u5e73\u53f0\u6309"\u4efb\u52a1\u6570"\u6536\u8d39，\u4e00\u4e2a\u6d41\u7a0b\u91cc\u8c03\u4e8610\u6b21API\u7b9710\u4e2a\u4efb\u52a1，\u8d39\u7528\u76f4\u63a5\u7ffb\u500d\u3002
\n\u6211\u7684\u89e3\u6cd5：
\n\u9009\u578b\u65f6\u4f18\u5148\u9009AI\u529f\u80fd\u91c7\u7528\u7528\u6237\u81ea\u884c\u5bf9\u63a5\u5404\u5e73\u53f0API\u7684\u65b9\u6848\u3002\u4f60\u81ea\u5df1\u53bb\u6587\u5fc3\u4e00\u8a00\u3001\u8c46\u5305\u3001DeepSeek\u3001Kimi\u5b98\u7f51\u7533\u8bf7API Key，\u7528\u591a\u5c11\u4ed8\u591a\u5c11，\u6ca1\u6709\u4e2d\u95f4\u5546\u8d5a\u5dee\u4ef7\u3002\u8fd9\u6837\u8d39\u7528\u5b8c\u5168\u900f\u660e，\u8fd8\u80fd\u6839\u636e\u4e1a\u52a1\u573a\u666f\u7075\u6d3b\u5207\u6362\u6210\u672c\u6700\u4f4e\u7684\u6a21\u578b\u2014\u2014\u7b80\u5355\u4efb\u52a1\u7528\u4fbf\u5b9c\u7684\u5fae\u6a21\u578b，\u590d\u6742\u8bc6\u522b\u7528\u65d7\u8230\u6a21\u578b，\u6574\u4f53\u6210\u672c\u80fd\u538b\u4e0b\u6765\u4e00\u5927\u622a\u3002
\n\u53e6\u5916，\u5927\u6a21\u578b\u63a5\u5165\u540e\u8fd8\u80fd\u5b9e\u73b0\u56fe\u7247\u8bc6\u56fe\u4e0eOCR\u529f\u80fd，\u53d1\u7968\u622a\u56fe\u3001\u5408\u540c\u626b\u63cf\u4ef6\u4e0a\u7684\u6587\u5b57\u4e5f\u80fd\u7cbe\u51c6\u8bc6\u522b，\u4e0d\u7528\u989d\u5916\u4e70OCR\u670d\u52a1\u3002<\/p>\n

\u4f2a\u4ee3\u7801：RPA\u6d41\u7a0b\u4e2d\u81ea\u884c\u5bf9\u63a5\u5927\u6a21\u578bAPI
\nimport requests<\/p>\n

def extract_invoice_info(image_path):
\n# RPA\u622a\u53d6\u53d1\u7968\u533a\u57df
\nscreenshot = rpa.capture_element(\u201c#invoice-area\u201d)<\/p>\n

# \u76f4\u63a5\u8c03\u7528DeepSeek API，\u8d39\u7528\u81ea\u5df1\u638c\u63a7
\nresponse = requests.post(
\n "https:\/\/api.deepseek.com\/v1\/chat\/completions",
\n headers={"Authorization": "Bearer \u4f60\u81ea\u5df1\u7684API Key"},
\n json={
\n "model": "deepseek-chat",
\n "messages": [{"role": "user", "content": f"\u63d0\u53d6\u53d1\u7968\u91d1\u989d\u3001\u7a0e\u53f7\u3001\u65e5\u671f，\u56fe\u7247：{screenshot}"}]
\n }
\n)
\nreturn response.json()<\/p>\n

\u4e00\u53e5\u8bdd\u603b\u7ed3： AI\u80fd\u529b\u81ea\u5efa，\u8d39\u7528\u900f\u660e\u53ef\u63a7，\u8fd9\u662f2026\u5e74\u505aRPA\u4e8c\u6b21\u5f00\u53d1\u7684\u57fa\u672c\u529f\u3002
\n\u4e09\u3001\u96f7\u4e8c：XPath\u5199\u5f97\u8d8a\u590d\u6742，\u9875\u9762\u6539\u7248\u54ed\u5f97\u8d8a\u60e8
\n\u573a\u666f\u8fd8\u539f：
\n\u7ed9\u67d0\u653f\u52a1\u7cfb\u7edf\u505a\u4e86\u4e00\u4e2a\u81ea\u52a8\u586b\u62a5\u6d41\u7a0b，\u5f53\u65f6\u4e3a\u4e86\u5b9a\u4f4d\u4e00\u4e2a\u6309\u94ae，\u5199\u4e86\u957f\u8fbe80\u4e2a\u5b57\u7b26\u7684XPath：\/html\/body\/div[3]\/div[2]\/div[1]\/form\/table\/tbody\/tr[5]\/td[2]\/input\u3002\u6d41\u7a0b\u8dd1\u4e86\u534a\u4e2a\u6708，\u7cfb\u7edf\u524d\u7aef\u5347\u7ea7，\u52a0\u4e86\u4e00\u4e2adiv，\u6574\u6761XPath\u76f4\u63a5\u62a5\u5e9f，\u6d41\u7a0b\u534a\u591c\u62a5\u9519，\u503c\u73ed\u7535\u8bdd\u88ab\u6253\u7206\u3002
\n\u95ee\u9898\u6839\u6e90：
\n\u4f20\u7edfRPA\u6781\u5ea6\u4f9d\u8d56\u56fa\u5b9aDOM\u8def\u5f84，\u9875\u9762\u4efb\u4f55\u5fae\u8c03\u90fd\u4f1a\u5bfc\u81f4\u5143\u7d20\u5b9a\u4f4d\u5931\u6548\u3002\u66f4\u5934\u75bc\u7684\u662f，\u5f88\u591a\u8001\u7cfb\u7edf\u6ca1\u6709\u89c4\u8303\u7684class\u6216id，\u53ea\u80fd\u9760\u5c42\u7ea7\u5b9a\u4f4d，\u7ef4\u62a4\u6210\u672c\u6781\u9ad8\u3002
\n\u6211\u7684\u89e3\u6cd5：
\n\u73b0\u5728\u7684\u4f4e\u4ee3\u7801RPA\u5de5\u5177\u5df2\u7ecf\u8fdb\u5316\u5230\u5143\u7d20\u83b7\u53d6\u652f\u6301\u672c\u5730\u667a\u80fd\u751f\u6210\u7684\u9636\u6bb5\u3002\u4f60\u4e0d\u9700\u8981\u624b\u5199XPath，\u5de5\u5177\u4f1a\u6839\u636e\u9875\u9762\u7ed3\u6784\u81ea\u52a8\u63a8\u8350\u6700\u7a33\u5b9a\u7684\u5b9a\u4f4d\u7b56\u7565\u3002\u66f4\u8fdb\u4e00\u6b65，\u6709\u4e9b\u5de5\u5177\u652f\u6301AI\u667a\u80fd\u4f18\u5316\u5143\u7d20\u8def\u5f84\u2014\u2014\u4f60\u76f4\u63a5\u7528\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0"\u767b\u5f55\u6309\u94ae"，AI\u81ea\u52a8\u751f\u6210\u5bf9\u5e94\u7684\u5b9a\u4f4d\u8868\u8fbe\u5f0f，\u5b8c\u5168\u4e0d\u7528\u5b66\u90a3\u5957\u6666\u6da9\u96be\u61c2\u7684xpath\u8bed\u6cd5\u3002
\n\u6700\u5b9e\u7528\u7684\u662fWeb\u5143\u7d20AI\u81ea\u6108\u80fd\u529b\u3002\u5f53web\u5143\u7d20\u5931\u6548\u65f6，\u5de5\u5177\u80fd\u81ea\u52a8\u68c0\u6d4b\u53d8\u5316\u5e76\u4fee\u590d\u5b9a\u4f4d，\u5b9e\u73b0\u5143\u7d20\u81ea\u6108，\u6d41\u7a0b\u4e0d\u4f1a\u4e2d\u65ad\u3002\u8fd9\u4e2a\u80fd\u529b\u5728\u7535\u5546\u3001\u653f\u52a1\u8fd9\u7c7b\u9875\u9762\u9891\u7e41\u8fed\u4ee3\u7684\u573a\u666f\u91cc，\u7b80\u76f4\u662f\u6551\u547d\u7a3b\u8349\u3002<\/p>\n

\u4f20\u7edf\u5199\u6cd5：\u8106\u5f31
\nrpa.click(\u201c\/html\/body\/div[3]\/div[2]\/div[1]\/form\/table\/tbody\/tr[5]\/td[2]\/input\u201d)<\/p>\n

\u667a\u80fd\u751f\u6210\u5199\u6cd5：\u7a33\u5b9a\u4e14\u53ef\u81ea\u6108
\nrpa.click_by_ai(\u201c\u767b\u5f55\u6309\u94ae\u201d) # AI\u81ea\u52a8\u8bc6\u522b\u5e76\u751f\u6210\u6700\u4f18\u8def\u5f84
\n\u4e00\u53e5\u8bdd\u603b\u7ed3： \u522b\u518d\u624b\u5199XPath\u4e86，\u672c\u5730\u667a\u80fd\u751f\u6210\u5143\u7d20\u8def\u5f84\u3001\u5931\u6548\u81ea\u52a8\u4fee\u590d，\u81ea\u6108\u66f4\u7a33\u5b9a，\u8fd9\u624d\u662f2026\u5e74\u7684\u6807\u914d\u3002
\n\u56db\u3001\u96f7\u4e09：\u5185\u7f51\u73af\u5883\u8c03\u4e0d\u4e86AI，\u6570\u636e\u4e00\u51fa\u672c\u5730\u5c31\u5fc3\u614c
\n\u573a\u666f\u8fd8\u539f：
\n\u7ed9\u4e00\u4e2a\u5236\u9020\u4e1a\u5ba2\u6237\u505a\u4ea7\u7ebf\u6570\u636e\u81ea\u52a8\u91c7\u96c6，\u5ba2\u6237IT\u90e8\u95e8\u660e\u786e\u8bf4："\u6211\u4eec\u7684\u5185\u7f51\u4e0d\u901a\u5916\u7f51，\u6240\u6709\u6570\u636e\u4e0d\u80fd\u51fa\u672c\u5730\u3002\u201c\u5f53\u65f6\u7528\u7684\u65b9\u6848\u9700\u8981\u8c03\u4e91\u7aef\u5927\u6a21\u578bAPI，\u76f4\u63a5\u5361\u6b7b\u3002\u6700\u540e\u88ab\u8feb\u6539\u6210\u7eaf\u89c4\u5219RPA，AI\u80fd\u529b\u5168\u90e8\u780d\u6389，\u9879\u76ee\u4ea4\u4ed8\u6548\u679c\u6253\u4e86\u6298\u6263\u3002
\n\u95ee\u9898\u6839\u6e90：
\n\u91d1\u878d\u3001\u653f\u52a1\u3001\u533b\u7597\u3001\u5236\u9020\u4e1a，\u5927\u91cf\u573a\u666f\u662f\u5185\u7f51\u79bb\u7ebf\u73af\u5883\u3002\u5f88\u591aRPA+AI\u65b9\u6848\u672c\u8d28\u4e0a\u662f"\u4e91\u7aefAI+\u672c\u5730RPA"\u7684\u62fc\u63a5\u6a21\u5f0f，\u5185\u7f51\u73af\u5883\u4e0bAI\u90a3\u90e8\u5206\u5b8c\u5168\u5931\u6548\u3002\u66f4\u9ebb\u70e6\u7684\u662f，\u6709\u4e9b\u5e73\u53f0\u867d\u7136\u53f7\u79f0\u652f\u6301\u672c\u5730，\u4f46\u5b9e\u9645\u4f1a\u628a\u6d41\u7a0b\u6570\u636e\u540c\u6b65\u5230\u4e91\u7aef"\u505a\u5206\u6790\u201d，\u8fd9\u5728\u6d89\u5bc6\u5355\u4f4d\u662f\u7ea2\u7ebf\u3002
\n\u6211\u7684\u89e3\u6cd5：
\n\u9009\u578b\u65f6\u5fc5\u987b\u786e\u8ba4\u4e24\u70b9：\u80fd\u4e0d\u80fd\u5168\u79bb\u7ebf\u8fd0\u884c？\u6570\u636e\u5230\u5e95\u5b58\u54ea？
\n\u56fd\u5185\u5df2\u7ecf\u6709\u5de5\u5177\u5728\u505a\u8fd9\u4ef6\u4e8b，\u6bd4\u5982\u4e3b\u6253\u5168\u79bb\u7ebf\u5185\u7f51\u90e8\u7f72\u7684\u84dd\u5370RPA，\u6d41\u7a0b\u5e94\u7528\u6570\u636e\u5168\u90e8\u4fdd\u5b58\u5728\u7528\u6237\u672c\u5730\u8bbe\u5907\u4e0a，\u4e0d\u540c\u6b65\u5230\u670d\u52a1\u7aef，\u4fdd\u969c\u7528\u6237\u6570\u636e\u5b89\u5168\u3002\u8fd9\u79cd\u65b9\u6848\u5728\u5236\u9020\u4e1a\u3001\u56fd\u4f01\u3001\u6d89\u5bc6\u5355\u4f4d\u7279\u522b\u5403\u5f97\u5f00\u2014\u2014\u79bb\u7ebf\u66f4\u5b89\u5168，\u6570\u636e\u4e3b\u6743\u5b8c\u5168\u5728\u81ea\u5df1\u624b\u91cc\u3002
\n\u5bf9\u4e8e\u786e\u5b9e\u9700\u8981AI\u80fd\u529b\u7684\u573a\u666f，\u53ef\u4ee5\u672c\u5730\u90e8\u7f72\u8f7b\u91cf\u5927\u6a21\u578b（\u5982DeepSeek\u672c\u5730\u7248\u3001ChatGLM\u672c\u5730\u7248），RPA\u901a\u8fc7\u672c\u5730API\u7f51\u5173\u8c03\u7528，\u6574\u5957\u7cfb\u7edf\u5b8c\u5168\u5728\u5c40\u57df\u7f51\u5185\u95ed\u73af\u3002<\/p>\n

\u672c\u5730\u90e8\u7f72\u6a21\u5f0f\u67b6\u6784
\n[\u5185\u7f51\u73af\u5883]
\n\u251c\u2500\u2500 \u672c\u5730RPA\u5f15\u64ce（\u79bb\u7ebf\u8fd0\u884c）
\n\u251c\u2500\u2500 \u672c\u5730\u5927\u6a21\u578b（DeepSeek\u672c\u5730\u7248）
\n\u2514\u2500\u2500 \u4e1a\u52a1\u7cfb\u7edf（ERP\/MES\/\u8d22\u52a1\u7cfb\u7edf）
\n\u2191
\n\u6570\u636e\u5b8c\u5168\u4e0d\u51fa\u672c\u5730，\u96f6\u5916\u7f51\u4f9d\u8d56
\n\u4e00\u53e5\u8bdd\u603b\u7ed3： \u5185\u7f51\u79bb\u7ebf\u4e0d\u662f\u53ef\u9009\u9879，\u662f\u67d0\u4e9b\u884c\u4e1a\u7684\u5fc5\u9009\u9879\u3002\u6570\u636e\u4e0d\u51fa\u672c\u5730，\u79bb\u7ebf\u66f4\u5b89\u5168\u3002
\n\u4e94\u3001\u96f7\u56db：AI\u5199\u7684\u811a\u672c\u8dd1\u4e09\u5929\u5c31\u5d29，\u201c\u667a\u80fd"\u53d8"\u667a\u969c\u201d
\n\u573a\u666f\u8fd8\u539f：
\n\u8ba9AI\u751f\u6210\u4e86\u4e00\u6bb5\u81ea\u52a8\u83b7\u53d6\u5546\u54c1\u8bc4\u4ef7\u7684\u811a\u672c，\u4ee3\u7801\u770b\u8d77\u6765\u633a\u6f02\u4eae，\u6ce8\u91ca\u4e5f\u5199\u5f97\u5de5\u6574\u3002\u4e0a\u7ebf\u8dd1\u4e863\u5929，\u9047\u5230\u7b2c\u4e00\u4e2a\u5f02\u5e38\u5f39\u7a97\u5c31\u5361\u6b7b\u4e86\u2014\u2014AI\u751f\u6210\u7684\u4ee3\u7801\u91cc\u6ca1\u6709\u5904\u7406\u5f39\u7a97\u62e6\u622a\u7684\u903b\u8f91\u3002\u540e\u9762\u53c8\u9047\u5230\u9875\u9762\u52a0\u8f7d\u8d85\u65f6\u3001\u6570\u636e\u683c\u5f0f\u53d8\u5316，\u6bcf\u6b21\u90fd\u8981\u91cd\u65b0\u6539\u4ee3\u7801，\u4fee\u590d\u6210\u672c\u6bd4\u91cd\u5199\u8fd8\u9ad8\u3002
\n\u95ee\u9898\u6839\u6e90：
\nAI\u751f\u6210\u4ee3\u7801\u7684\u80fd\u529b\u786e\u5b9e\u5f3a，\u4f46\u5b83\u6709\u51e0\u4e2a\u5148\u5929\u77ed\u677f：
\n\u5f02\u5e38\u5904\u7406\u4e0d\u5168\u9762，\u53ea\u8003\u8651\u4e86"\u7406\u60f3\u8def\u5f84"
\n\u7f51\u9875\u5143\u7d20\u53d8\u5316\u540e\u65e0\u6cd5\u81ea\u52a8\u4fee\u590d，\u53ea\u80fd\u91cd\u65b0\u751f\u6210
\n\u5224\u65ad\u903b\u8f91\u4e0d\u591f\u5168\u9762，\u9047\u5230\u8fb9\u754c\u6761\u4ef6\u5c31\u7ffb\u8f66
\n\u6211\u7684\u89e3\u6cd5：
\n\u522b\u628aAI\u5f53\u6210\u4e07\u80fd\u7a0b\u5e8f\u5458，\u8981\u8ba9\u5b83\u5e72\u5b83\u64c5\u957f\u7684\u4e8b\u2014\u2014\u7406\u89e3\u9700\u6c42\u3001\u751f\u6210\u903b\u8f91\u3001\u8f85\u52a9\u51b3\u7b56；\u800cRPA\u5e72\u5b83\u64c5\u957f\u7684\u4e8b\u2014\u2014\u7a33\u5b9a\u6267\u884c\u3001\u7cbe\u51c6\u64cd\u4f5c\u3001\u957f\u671f\u8fd0\u884c\u3002
\n\u771f\u6b63\u9760\u8c31\u7684\u73a9\u6cd5\u662fAI\u8d1f\u8d23\u601d\u8003，\u84dd\u5370RPA\u8d1f\u8d23\u7a33\u5b9a\u843d\u5730\u3002\u5177\u4f53\u6765\u8bf4：
\nAI\u751f\u6210\u811a\u672c\u4e00\u952e\u8f6c\u6d41\u7a0b：\u7528AI\u5199\u6838\u5fc3\u903b\u8f91，\u7136\u540e\u5bfc\u5165RPA\u5de5\u5177\u8f6c\u6210\u53ef\u89c6\u5316\u6d41\u7a0b，\u5728RPA\u91cc\u8865\u5145\u5f02\u5e38\u5904\u7406\u3001\u91cd\u8bd5\u673a\u5236\u3001\u65e5\u5fd7\u8bb0\u5f55\u3002
\n\u4eba\u5728\u56de\u8def\u8bbe\u8ba1：\u5927\u6a21\u578b\u7f6e\u4fe1\u5ea6\u4f4e\u65f6\u81ea\u52a8\u6682\u505c，\u63a8\u9001\u7ed9\u4eba\u5de5\u786e\u8ba4，\u800c\u4e0d\u662f\u76f2\u76ee\u6267\u884c\u3002
\nRPA\u515c\u5e95\u7a33\u5b9a\u8fd0\u884c：AI\u641e\u4e0d\u5b9a\u7684\u5143\u7d20\u5b9a\u4f4d\u3001\u8f6f\u4ef6\u64cd\u4f5c，RPA\u7528\u89c6\u89c9\u989c\u8272\u64cd\u4f5c\u3001\u56fe\u50cf\u8bc6\u522b\u7b49\u65b9\u5f0f\u786c\u521a，\u4fdd\u969c\u6d41\u7a0b\u4e0d\u4e2d\u65ad\u3002<\/p>\n

\u534f\u4f5c\u6a21\u5f0f\u793a\u4f8b
\nAI\u5c42：\u7406\u89e3\u9700\u6c42，\u751f\u6210\u521d\u6b65\u903b\u8f91
\nai_logic = llm.generate(\u201c\u83b7\u53d6\u5546\u54c1\u8bc4\u4ef7\u5e76\u5206\u7c7b sentiment\u201d)<\/p>\n

RPA\u5c42：\u7a33\u5b9a\u6267\u884c，\u8865\u5145\u5bb9\u9519
\nrpa.load_ai_script(ai_logic) # \u4e00\u952e\u5bfc\u5165AI\u751f\u6210\u7684\u811a\u672c
\nrpa.set_retry_policy(max_retry=3, timeout=30) # RPA\u8865\u5145\u91cd\u8bd5\u548c\u8d85\u65f6
\nrpa.on_exception(\u201cpopup_detected\u201d, handle_popup) # RPA\u8865\u5145\u5f02\u5e38\u5904\u7406
\nrpa.run()
\n\u4e00\u53e5\u8bdd\u603b\u7ed3： AI\u5199\u4ee3\u7801，RPA\u8dd1\u4ee3\u7801，\u4e24\u8005\u5404\u5e72\u5404\u7684\u64c5\u957f\u9886\u57df，\u522b\u6307\u671bAI\u4e00\u5305\u5230\u5e95\u3002
\n\u516d\u3001\u96f7\u4e94：\u6d41\u7a0b\u8dd1\u901a\u4e86，\u4ea4\u4ed8\u7ed9\u5ba2\u6237\u5374\u88c5\u4e0d\u4e0a\u3001\u7528\u4e0d\u4e86
\n\u573a\u666f\u8fd8\u539f：
\n\u82b1\u4e86\u4e24\u5468\u505a\u4e86\u4e00\u4e2a\u81ea\u52a8\u5316\u5de5\u5177，\u81ea\u5df1\u7535\u8111\u4e0a\u8dd1\u5f97\u98de\u8d77\u3002\u53d1\u7ed9\u5ba2\u6237，\u5ba2\u6237\u8bf4：\u201c\u8981\u88c5\u4ec0\u4e48\u8fd0\u884c\u73af\u5883？\u8981\u88c5Python\u5417？\u8981\u88c5\u6d4f\u89c8\u5668\u9a71\u52a8\u5417？\u754c\u9762\u600e\u4e48\u8fd9\u4e48\u4e11，\u50cf\u534a\u6210\u54c1？\u201c\u6700\u540e\u88ab\u8feb\u8fdc\u7a0b\u4e00\u5bf9\u4e00\u90e8\u7f72，\u6298\u817e\u4e86\u4e00\u5468\u3002
\n\u95ee\u9898\u6839\u6e90：
\n\u5f88\u591aRPA\u5de5\u5177\u5f00\u53d1\u7684\u6d41\u7a0b\u53ea\u80fd\u5728\u7f16\u8f91\u5668\u91cc\u8fd0\u884c，\u6216\u8005\u9700\u8981\u5ba2\u6237\u7aef\u73af\u5883\u652f\u6491，\u6839\u672c\u6ca1\u6cd5\u72ec\u7acb\u4ea4\u4ed8\u3002\u5bf9\u4e8e\u63a5\u79c1\u6d3b\u7684\u5f00\u53d1\u8005\u3001\u4e2a\u4eba\u5de5\u4f5c\u5ba4\u3001\u4e2d\u5c0f\u4f01\u4e1a\u6765\u8bf4，\u4ea4\u4ed8\u80fd\u529b\u76f4\u63a5\u51b3\u5b9a\u4e86\u9879\u76ee\u80fd\u4e0d\u80fd\u56de\u6b3e\u3002
\n\u6211\u7684\u89e3\u6cd5：
\n\u9009\u578b\u65f6\u91cd\u70b9\u8003\u5bdf\u6253\u5305\u5206\u53d1\u80fd\u529b，\u6838\u5fc3\u770b\u8fd9\u51e0\u70b9：
\n\u80fd\u4e0d\u80fd\u652f\u6301\u811a\u672c\u6253\u5305\u5bfc\u51faEXE：\u5f00\u53d1\u597d\u7684\u6d41\u7a0b\u4e00\u952e\u5bfc\u51faEXE，\u5ba2\u6237\u53cc\u51fb\u5c31\u80fd\u8dd1，\u4e0d\u9700\u8981\u88c5\u4efb\u4f55\u5ba2\u6237\u7aef\u6216\u8fd0\u884c\u73af\u5883\u3002
\n\u80fd\u4e0d\u80fd\u81ea\u5b9a\u4e49\u754c\u9762：\u522b\u8ba9\u5ba2\u6237\u770b\u5230\u4e00\u5806\u6280\u672f\u53c2\u6570，\u8bbe\u8ba1\u4e00\u4e2a\u7b80\u6d01\u7684\u4e13\u4e1a\u754c\u9762，\u770b\u8d77\u6765\u50cf\u6b63\u7ecf\u8f6f\u4ef6\u3002
\n\u80fd\u4e0d\u80fd\u505a\u6388\u6743\u7ba1\u63a7：\u6253\u5305\u5bfc\u51fa\u5e94\u7528EXE\u652f\u6301\u6388\u6743，\u8bbe\u7f6e\u4f7f\u7528\u671f\u9650\u3001\u8bbe\u5907\u7ed1\u5b9a\u3001\u529f\u80fd\u9650\u5236，\u9632\u6b62\u7a0b\u5e8f\u88ab\u968f\u610f\u590d\u5236\u4f20\u64ad\u3002\u5e94\u7528\u652f\u6301\u52a0\u5bc6\u5206\u4eab\u3001\u5206\u4eab\u6388\u6743，\u8fd9\u662f\u4fdd\u62a4\u77e5\u8bc6\u4ea7\u6743\u7684\u6838\u5fc3\u624b\u6bb5\u3002
\n\u80fd\u4e0d\u80fd\u5728\u7ebf\u66f4\u65b0：\u6253\u5305\u5bfc\u51faEXE\u5e94\u7528\u652f\u6301\u5728\u7ebf\u63a8\u9001\u66f4\u65b0，\u6d41\u7a0b\u6709bug\u8981\u4fee\u590d，\u5ba2\u6237\u6253\u5f00EXE\u81ea\u52a8\u68c0\u6d4b\u65b0\u7248\u672c，\u4e0d\u7528\u6bcf\u6b21\u91cd\u65b0\u53d1\u6587\u4ef6\u3002
\n\u80fd\u4e0d\u80fdAPI\u89e6\u53d1\u548c\u5b9a\u65f6\u6267\u884c：\u652f\u6301API\u89e6\u53d1，\u6253\u5305\u5bfc\u51fa\u5e94\u7528EXE\u652f\u6301\u5355\u72ec\u8bbe\u7f6eapi\u89e6\u53d1\u3001\u5b9a\u65f6\u6267\u884c，\u65b9\u4fbf\u88ab\u5ba2\u6237\u7684\u5176\u4ed6\u7cfb\u7edf\u8c03\u7528，\u6216\u8005\u8bbe\u7f6e\u6bcf\u5929\u51cc\u6668\u81ea\u52a8\u8dd1\u3002
\n\u8fd9\u4e9b\u80fd\u529b\u805a\u5728\u4e00\u8d77\u7684\u5de5\u5177，\u624d\u80fd\u628a"\u81ea\u52a8\u5316\u6d41\u7a0b"\u53d8\u6210"\u53ef\u4ea4\u4ed8\u7684\u4ea7\u54c1\u201d\u3002
\n\u4e00\u53e5\u8bdd\u603b\u7ed3： \u8dd1\u901a\u53ea\u662f\u5f00\u59cb，\u80fd\u6253\u5305\u3001\u80fd\u6388\u6743\u3001\u80fd\u66f4\u65b0\u3001\u80fd\u4ea4\u4ed8，\u624d\u662fRPA\u4e8c\u6b21\u5f00\u53d1\u7684\u7ec8\u70b9\u3002
\n\u4e03\u3001\u96f7\u516d：\u4e00\u53f0\u7535\u8111\u4e00\u4e2a\u6388\u6743，\u591a\u8bbe\u5907\u90e8\u7f72\u6210\u672c\u76f4\u63a5\u7ffb\u500d
\n\u573a\u666f\u8fd8\u539f：
\n\u7ed9\u5ba2\u6237\u90e8\u7f72\u4e865\u53f0\u7535\u8111\u8dd1\u81ea\u52a8\u5316，\u53d1\u73b0\u7528\u7684RPA\u5de5\u5177\u6bcf\u53f0\u8bbe\u5907\u90fd\u8981\u5355\u72ec\u4e70\u6388\u6743，\u514d\u8d39\u7248\u8fd8\u6709\u8fd0\u884c\u65f6\u957f\u9650\u5236\u30025\u53f0\u7535\u81115\u4e2a\u4f1a\u5458，\u4e00\u5e74\u4e0b\u6765\u6388\u6743\u8d39\u6bd4\u5f00\u53d1\u8d39\u8fd8\u8d35\u3002\u66f4\u5751\u7684\u662f，\u514d\u8d39\u7248\u6bcf\u5929\u53ea\u80fd\u8dd12\u5c0f\u65f6，\u8d85\u65f6\u76f4\u63a5\u505c\u6389\u3002
\n\u95ee\u9898\u6839\u6e90：
\n\u5f88\u591aRPA\u5de5\u5177\u7684\u5546\u4e1a\u6a21\u5f0f\u662f"\u6309\u8bbe\u5907\u6536\u8d39+\u6309\u65f6\u957f\u6536\u8d39\u201d，\u5bf9\u4e8e\u4e2a\u4eba\u5f00\u53d1\u8005\u3001\u5c0f\u56e2\u961f\u3001\u4e2d\u5c0f\u4f01\u4e1a\u6781\u4e0d\u53cb\u597d\u3002\u4f60\u5f00\u53d1\u4e86\u4e00\u4e2a\u5de5\u5177\u60f3\u53d1\u7ed9\u540c\u4e8b\u7528，\u7ed3\u679c\u53d1\u73b0\u6bcf\u4e2a\u4eba\u90fd\u5f97\u4e70\u4f1a\u5458\u3002
\n\u6211\u7684\u89e3\u6cd5：
\n\u9009\u578b\u65f6\u76ef\u6b7b\u8fd9\u51e0\u4e2a\u6761\u4ef6：
\n\u514d\u8d39\u7248\u4f7f\u7528\u65e0\u4f7f\u7528\u65f6\u957f\u9650\u5236：\u6ca1\u6709\u9650\u5236\u624d\u80fd\u5145\u5206\u6d4b\u8bd5\u548c\u8f7b\u5ea6\u4f7f\u7528\u3002
\n\u6709\u6ca1\u6709\u8fd0\u884c\u65f6\u957f\u548c\u6d41\u7a0b\u6570\u91cf\u9650\u5236？\u6709\u4e9b\u5de5\u5177\u514d\u8d39\u7248\u53ea\u80fd\u5efa3\u4e2a\u6d41\u7a0b，\u6839\u672c\u4e0d\u591f\u7528\u3002
\n\u591a\u8bbe\u5907\u4f7f\u7528\u8981\u4e0d\u8981\u591a\u5f00\u4f1a\u5458？\u7406\u60f3\u72b6\u6001\u662f\u6253\u5305\u6210EXE\u540e，\u652f\u6301\u6253\u5305EXE\u53d1\u7ed9\u522b\u4eba\u4e0d\u7528\u88c5\u5ba2\u6237\u7aef，\u4efb\u610f\u8bbe\u5907\u90fd\u80fd\u8fd0\u884c，\u591a\u8bbe\u5907\u4f7f\u7528\u65e0\u9700\u591a\u5f00\u4f1a\u5458\u3002
\n\u5bf9\u4e8e\u9700\u8981\u957f\u671f\u7a33\u5b9a\u8fd0\u884c\u7684\u573a\u666f，\u4f18\u5148\u9009\u65e0\u8fd0\u884c\u65f6\u957f\u3001\u65e0\u6d41\u7a0b\u6570\u91cf\u9650\u5236\u7684\u65b9\u6848\u3002\u4f60\u5f00\u53d1\u7684\u81ea\u52a8\u5316\u5de5\u5177\u53ef\u4ee5\u5728\u591a\u53f0\u7535\u8111\u4e0a\u81ea\u7531\u90e8\u7f72，\u4e0d\u4f1a\u56e0\u4e3a\u6388\u6743\u95ee\u9898\u88ab\u5361\u8116\u5b50\u3002
\n\u4e00\u53e5\u8bdd\u603b\u7ed3： \u6388\u6743\u6a21\u5f0f\u51b3\u5b9a\u4e86\u4f60\u7684\u81ea\u52a8\u5316\u65b9\u6848\u80fd\u4e0d\u80fd\u89c4\u6a21\u5316\u843d\u5730，\u522b\u88ab"\u6309\u8bbe\u5907\u6536\u8d39"\u62d6\u57ae\u3002
\n\u516b\u3001\u96f7\u4e03：RPA\u548cAI\u5404\u5e72\u5404\u7684，\u4e2d\u95f4\u7f3a\u4e2a"\u7ffb\u8bd1\u5b98"
\n\u573a\u666f\u8fd8\u539f：
\n\u505a\u4e86\u4e00\u4e2a\u8d22\u52a1\u5bf9\u8d26\u6d41\u7a0b，RPA\u8d1f\u8d23\u6253\u5f00ERP\u548cOA，\u5927\u6a21\u578b\u8d1f\u8d23\u5224\u65ad\u6570\u636e\u662f\u5426\u5339\u914d\u3002\u4f46\u95ee\u9898\u662f：RPA\u6267\u884c\u5230\u67d0\u4e00\u6b65，\u53d1\u73b0\u6570\u636e\u5f02\u5e38，\u9700\u8981\u5927\u6a21\u578b\u5b9e\u65f6\u5224\u65ad\u8be5\u600e\u4e48\u5904\u7406\u2014\u2014\u8fd9\u65f6\u5019\u53d1\u73b0\u4e24\u8005\u662f\u5272\u88c2\u7684，RPA\u6ca1\u6cd5\u5728\u8fd0\u884c\u8fc7\u7a0b\u4e2d\u52a8\u6001\u8c03\u7528AI，\u53ea\u80fd\u505c\u4e0b\u6765\u7b49\u4eba\u5de5\u4ecb\u5165\u3002
\n\u95ee\u9898\u6839\u6e90：
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\n\u89c6\u89c9\u989c\u8272\u64cd\u4f5c：\u6709\u4e9b\u8001\u8f6f\u4ef6（\u6bd4\u5982\u4f01\u4e1a\u5fae\u4fe1\u3001\u5fae\u4fe1\u3001QQ\u3001\u5343\u725b）\u6ca1\u6709\u89c4\u8303\u7684DOM\u7ed3\u6784，\u4f20\u7edfRPA\u6839\u672c\u91c7\u96c6\u4e0d\u5230\u5143\u7d20\u3002\u652f\u6301\u89c6\u89c9\u989c\u8272\u64cd\u4f5c\u8f6f\u4ef6\u6216\u9875\u9762\u7684\u5de5\u5177，\u53ef\u4ee5\u901a\u8fc7\u8bc6\u522b\u6309\u94ae\u989c\u8272\u3001\u6587\u5b57\u4f4d\u7f6e\u6765\u5b9e\u73b0\u70b9\u51fb\u548c\u8bfb\u53d6，\u65e0\u9700\u4f9d\u8d56\u5143\u7d20\u8282\u70b9\u4e5f\u80fd\u5b9e\u73b0\u70b9\u51fb\u3001\u83b7\u53d6\u5185\u5bb9\u7b49\u64cd\u4f5c，\u8f7b\u677e\u5b9e\u73b0\u5404\u79cd\u6d88\u606f\u7684\u83b7\u53d6\u3002
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\n\u4e00\u53e5\u8bdd\u603b\u7ed3： RPA\u548cAI\u4e0d\u662f\u7b80\u5355\u62fc\u63a5，\u800c\u662f\u9700\u8981Agent\u505a"\u7ffb\u8bd1\u5b98"，\u5b9e\u73b0\u771f\u6b63\u7684\u667a\u80fd\u534f\u4f5c\u3002
\n\u4e5d\u3001\u9009\u578b\u4e0d\u662f\u9009\u529f\u80fd，\u662f\u9009"\u80fd\u843d\u5730"\u7684\u7ec4\u5408\u62f3
\n\u590d\u76d8\u5b8c\u8fd97\u4e2a\u96f7，\u4f60\u4f1a\u53d1\u73b0\u4f4e\u4ee3\u7801RPA\u9879\u76ee\u843d\u5730\u7684\u6838\u5fc3\u77db\u76fe\u4e0d\u662f"\u6280\u672f\u591f\u4e0d\u591f\u5148\u8fdb"，\u800c\u662f"\u65b9\u6848\u80fd\u4e0d\u80fd\u5728\u771f\u5b9e\u73af\u5883\u91cc\u7a33\u5b9a\u8dd1\u4e0b\u53bb"\u3002
\n2026\u5e74\u505aRPA\u4e8c\u6b21\u5f00\u53d1，\u6211\u7684\u5efa\u8bae\u662f：
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