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Y\uff0c\u5219\u505c\u6b62\u6267\u884c\u3002\u201d\u67b6\u6784\u5f3a\u5236\u6267\u884c\u8bed\u8a00\u53ea\u80fd\u5efa\u8bae\u7684\u529f\u80fd\u3002<\/p>\n<p>\u7279\u6743\u8bbf\u95ee\u707e\u96be\uff1a\u4e3a\u4ec0\u4e48\u4f1a\u6709\u6570\u5341\u4e2a\u975e\u4eba\u7c7b\u8d26\u6237\uff1f<\/p>\n<p>\u8fd9\u79cd\u73b0\u8c61\u7684\u5b58\u5728\u672c\u8eab\u5c31\u8bf4\u660e\u8bbe\u8ba1\u4e0a\u5b58\u5728\u4e25\u91cd\u7f3a\u9677\u3002\u8bed\u8a00\u6a21\u578b\u4e3a\u4ec0\u4e48\u9700\u8981\u7279\u6743\u8bbf\u95ee\u6743\u9650\uff1f\u5982\u679c\u91c7\u7528\u96c6\u4e2d\u5f0f\u51ed\u8bc1\u7ba1\u7406\uff0c\u8bed\u8a00\u6a21\u578b\u5c31\u5b8c\u5168\u6ca1\u6709\u5fc5\u8981\u53c2\u4e0e\u7279\u6743\u8bbf\u95ee\u3002<\/p>\n<p>\u4e3a\u4ec0\u4e48\u8eab\u4efd\u9a8c\u8bc1\u4e0d\u662f\u96c6\u4e2d\u5f0f\u7684\uff1f<\/p>\n<p>\u7b54\u6848\u662f\uff1a\u5b83\u4eec\u6ca1\u6709\u771f\u6b63\u7684\u67b6\u6784\u6216\u5de5\u5177\u6ce8\u518c\u8868\u3002\u591a\u4ee3\u7406\u6846\u67b6\u4e2d\u7684\u6bcf\u4e2a\u4ee3\u7406\u90fd\u88ab\u89c6\u4e3a\u4e00\u4e2a\u72ec\u7acb\u7684\u5b9e\u4f53\uff0c\u9700\u8981\u81ea\u5df1\u7684 API \u51ed\u8bc1\u3002<\/p>\n<ul data-id=\"ua73dd4b-Msnyqzp5\">\n<li data-id=\"ld70c578-B9HJu4Sn\">\u4ee3\u7406 1 \u9700\u8981\u00a0Salesforce\u00a0\u8bbf\u95ee\u6743\u9650<\/li>\n<li data-id=\"ld70c578-m70m1SCN\">\u4ee3\u7406 2 \u9700\u8981\u6570\u636e\u5e93\u51ed\u636e<\/li>\n<li data-id=\"ld70c578-EA34DQLY\">\u4ee3\u7406 3 \u9700\u8981\u7535\u5b50\u90ae\u4ef6\u8bbf\u95ee\u6743\u9650<\/li>\n<li data-id=\"ld70c578-sPJ0cJ3V\">\u4ee3\u7406 4 \u9700\u8981 Slack \u8d26\u53f7\u5bc6\u7801\u3002<\/li>\n<\/ul>\n<p>\u4ed6\u4eec\u5c06\u5176\u8bbe\u8ba1\u5f97\u50cf\u4e00\u4e2a\u4eba\u7c7b\u7ec4\u7ec7\u4e00\u6837\uff0c\u6bcf\u4e2a\u5458\u5de5\u90fd\u9700\u8981\u81ea\u5df1\u7684\u767b\u5f55\u8d26\u53f7\u3002<\/p>\n<p>\u4e3a\u4ec0\u4e48\uff1f\u56e0\u4e3a\u6574\u4e2a\u884c\u4e1a\u90fd\u56fa\u5b88\u7740\u8fd9\u6837\u4e00\u79cd\u89c2\u5ff5\uff1a\u667a\u80fd\u4ec5\u4ec5\u6765\u6e90\u4e8e\u8bed\u8a00\u6a21\u578b\u3002\u8bed\u8a00\u6a21\u578b\u53ea\u662f\u4e00\u4e2a\u7ec4\u6210\u90e8\u5206\u2014\u2014\u4e00\u4e2a\u6ca1\u6709\u8eab\u4f53\u7684\u5927\u8111\u3002<\/p>\n<p>\u4f18\u79c0\u7684AI\u57fa\u7840\u8bbe\u65bd\u4e4b\u6240\u4ee5\u6709\u6548\uff0c\u90e8\u5206\u539f\u56e0\u5728\u4e8e\u4e0d\u628a\u8bed\u8a00\u6a21\u578b\u5f53\u4f5c\u4eba\u6765\u5bf9\u5f85\uff0c\u800c\u662f\u5f53\u4f5c\u5e26\u6709\u8bed\u8a00\u63a5\u53e3\u7684\u51fd\u6570\u6765\u5bf9\u5f85\u3002\u56e0\u4e3a\u5b83\u4eec\u672c\u8d28\u4e0a\u5c31\u662f\u51fd\u6570\u3002<\/p>\n<p>\u8bed\u8a00\u5b66\u4e60\u6a21\u5757\uff08LLM\uff09\u7684\u8bed\u8a00\u8868\u8fbe\u65b9\u5f0f\u5982\u540c\u5bf9\u8bdd\uff0c\u56e0\u6b64\u4eba\u4eec\u8ba4\u4e3a\u5b83\u4eec\u53ef\u4ee5\u6a21\u4eff\u4eba\u7c7b\u7684\u5de5\u4f5c\u6d41\u7a0b\u548c\u4ea4\u4e92\u65b9\u5f0f\u3002\u4ed6\u4eec\u5fd8\u8bb0\u4e86\uff0c\u5728\u754c\u9762\u4e4b\u4e0b\u2014\u2014\u4e5f\u5c31\u662f\u4f60\u6211\u770b\u5230\u7684\u5bf9\u8bdd\u754c\u9762\u2014\u2014\u5176\u5b9e\u53ea\u662f\u4e00\u5806\u4e8c\u8fdb\u5236\u4ee3\u7801\u3002\u4ec5\u4ec5\u662f\u4ee3\u7801\u800c\u5df2\u3002\u5b83\u6070\u597d\u53ef\u4ee5\u54cd\u5e94\u81ea\u7136\u8bed\u8a00\u8f93\u5165\uff0c\u4f46\u5b83\u4ecd\u7136\u53ea\u662f\u8f6f\u4ef6\u800c\u5df2\uff1a<\/p>\n<p>def language_model(input_param): # \u65e0\u8bba\u5e95\u5c42\u53d1\u751f\u4f55\u79cd\u6574\u4f53\u8f6c\u6362\uff0c\u8fd4\u56de output_para<\/p>\n<p>\u8f93\u5165\u53c2\u6570\uff1a\u7528\u6237\u544a\u8bc9LLM\u7684\u5185\u5bb9<\/p>\n<p>\u8f93\u51fa\u53c2\u6570\uff1aLLM \u544a\u8bc9\u7528\u6237\u7684\u5185\u5bb9<\/p>\n<p>\u8f6c\u6362\uff1a\u67d0\u79cd\u5de8\u5927\u7684\u5267\u672c<\/p>\n<p>\u56e0\u4e3a\u4ed6\u4eec\u4e0d\u628aLLM\uff08\u751f\u547d\u5468\u671f\u7ba1\u7406\uff09\u5f53\u4f5c\u8f6f\u4ef6\u6765\u5bf9\u5f85\uff0c\u800c\u662f\u50cf\u8bbe\u8ba1\u4eba\u7c7b\u7ec4\u7ec7\u4e00\u6837\u8bbe\u8ba1\u4ee3\u7406\u7cfb\u7edf\u3002\u6bcf\u4e2a\u4ee3\u7406\u90fd\u6709\u81ea\u5df1\u7684\u51ed\u8bc1\uff0c\u5e76\u901a\u8fc7\u5bf9\u8bdd\u8fdb\u884c\u534f\u8c03\uff0c\u800c\u4e0d\u662f\u91c7\u7528\u96c6\u4e2d\u5f0f\u8eab\u4efd\u9a8c\u8bc1\u548c\u6ce8\u518c\u5de5\u5177\u7684\u5355\u4e00\u6267\u884c\u4e2d\u5fc3\u3002<\/p>\n<h4>MD\u5b89\u5fb7\u68ee\u764c\u75c7\u4e2d\u5fc3\u8017\u8d446200\u4e07\u7f8e\u5143\u7684\u5931\u8d25\u6848\u4f8b\uff1a\u5f53\u6700\u7ec8\u7528\u6237\u4e0d\u662f\u5171\u540c\u8bbe\u8ba1\u8005\u65f6<\/h4>\n<p>MD\u5b89\u5fb7\u68ee\u764c\u75c7\u4e2d\u5fc3\u65a5\u8d446200\u4e07\u7f8e\u5143\u8d2d\u7f6e\u4e86IBM Watson\u80bf\u7624\u5b66\u7cfb\u7edf\uff0c\u65e8\u5728\u5e2e\u52a9\u80bf\u7624\u79d1\u533b\u751f\u63a8\u8350\u764c\u75c7\u6cbb\u7597\u65b9\u6848\u3002\u7136\u800c\uff0c\u8be5\u7cfb\u7edf\u57282017\u5e74\u5f7b\u5e95\u5d29\u6e83\u3002<\/p>\n<p>\u6280\u672f\u95ee\u9898\u786e\u5b9e\u5b58\u5728\uff1a<\/p>\n<ul data-id=\"ua73dd4b-n713gK4j\">\n<li data-id=\"ld70c578-012wH35d\">Watson\u662f\u7528\u5047\u8bbe\u6848\u4f8b\u8fdb\u884c\u8bad\u7ec3\u7684\uff0c\u800c\u4e0d\u662f\u7528\u771f\u5b9e\u7684\u75c5\u4eba\u6570\u636e\u3002<\/li>\n<li data-id=\"ld70c578-OKkjVY0Y\">\u5b83\u7ed9\u51fa\u4e86\u4e0d\u5b89\u5168\u7684\u5efa\u8bae\u2014\u2014\u4f8b\u5982\u5efa\u8bae\u5bf9\u5df2\u6709\u51fa\u8840\u98ce\u9669\u7684\u60a3\u8005\u8fdb\u884c\u53ef\u80fd\u5bfc\u81f4\u4e25\u91cd\u51fa\u8840\u7684\u6cbb\u7597\u3002<\/li>\n<li data-id=\"ld70c578-S8LUijyq\">\u4f46\u66f4\u4e25\u91cd\u7684\u95ee\u9898\u662f\uff1a\u533b\u751f\u88ab\u89c6\u4e3a\u6700\u7ec8\u7528\u6237\uff0c\u800c\u975e\u5171\u540c\u8bbe\u8ba1\u8005\u3002\u8fd9\u5957\u7cfb\u7edf\u672a\u7ecf\u4ed6\u4eec\u540c\u610f\u5c31\u88ab\u5f3a\u52a0\u7ed9\u4ed6\u4eec\u3002\u5b83\u7ed9\u51fa\u7684\u5efa\u8bae\u6666\u6da9\u96be\u61c2\uff0c\u4e14\u4e0d\u89e3\u91ca\u539f\u56e0\u3002\u533b\u751f\u4eec\u62d2\u7edd\u63a5\u53d7\u8fd9\u5957\u7cfb\u7edf\uff0c\u56e0\u4e3a\u4ed6\u4eec\u6ca1\u6709\u81ea\u4e3b\u6743\uff0c\u4e5f\u65e0\u6cd5\u7406\u89e3\u6c83\u68ee\u63a8\u8350\u6cbb\u7597\u65b9\u6848\u7684\u539f\u56e0\u3002<\/li>\n<\/ul>\n<p>\u6700\u8352\u8c2c\u7684\u662f\uff1a\u4e3a\u4ec0\u4e48\u8981\u628a\u7cfb\u7edf\u5b9e\u9645\u4f7f\u7528\u8005\u5f53\u4f5c\u6700\u7ec8\u7528\u6237\u6765\u5bf9\u5f85\uff0c\u800c\u4e0d\u662f\u8ba9\u4ed6\u4eec\u6765\u5b9a\u4e49\u8f93\u5165\uff1f\u8fd9\u6b63\u662f\u9700\u8981\u4eba\u4e3a\u5e72\u9884\u7684\u7edd\u4f73\u4f8b\u5b50\u3002\u5982\u679c\u662f\u533b\u751f\u8bbe\u8ba1\u7684\uff0c\u4ed6\u4eec\u80af\u5b9a\u80fd\u7acb\u523b\u53d1\u73b0\u95ee\u9898\u3002<\/p>\n<p>\u533b\u5b66\u7814\u7a76\u4eba\u5458\u5173\u6ce8\u7684\u662f\u7ecf\u9a8c\u6570\u636e\uff0c\u800c\u4e0d\u662f\u5047\u8bbe\u3002\u5047\u8bbe\u7684\u4f8b\u5b50\u6beb\u65e0\u7528\u5904\u3002\u4f60\u9700\u8981\u7684\u662f\u771f\u5b9e\u7684\u7ecf\u9a8c\u6570\u636e\u3002\u4efb\u4f55\u5934\u8111\u6e05\u9192\u7684\u533b\u751f\u90fd\u4e0d\u4f1a\u76f8\u4fe1\u4eba\u5de5\u667a\u80fd\u5728\u764c\u75c7\u8bca\u65ad\u65b9\u9762\u63d0\u4f9b\u7684\u5efa\u8bae\uff0c\u56e0\u4e3a\u4ed6\u4eec\u6839\u672c\u4e0d\u77e5\u9053\u4eba\u5de5\u667a\u80fd\u7a76\u7adf\u638c\u63e1\u4e86\u4ec0\u4e48\uff0c\u800c\u4e14\u5b83\u7684\u8bad\u7ec3\u6570\u636e\u4e5f\u53ea\u662f\u57fa\u4e8e\u5047\u8bbe\u3002<\/p>\n<p>\u4fc3\u6210\u6b64\u4e8b\u7684\u4eba\u5e94\u8be5\u56e0\u6e0e\u804c\u88ab\u8d77\u8bc9\u3002<\/p>\n<p>\u8fd9\u4f53\u73b0\u4e86\u201c\u4eba\u9009\u4e0d\u5f53\u201d\u7684\u95ee\u9898\uff1a\u7528\u6237\u88ab\u89c6\u4e3a\u88ab\u52a8\u63a5\u53d7\u5efa\u8bae\u7684\u201c\u65e0\u610f\u4e49\u7528\u6237\u201d\u3002\u4f46\u90a3\u4e9b\u88ab\u8981\u6c42\u4f7f\u7528\u8be5\u7cfb\u7edf\u7684\u533b\u751f\u672c\u5e94\u53c2\u4e0e\u7cfb\u7edf\u5171\u540c\u8bbe\u8ba1\uff0c\u5b9a\u4e49\u6570\u636e\u9700\u6c42\uff0c\u5e76\u9a8c\u8bc1\u8bad\u7ec3\u6570\u636e\u3002<\/p>\n<h4>\u771f\u6b63\u9700\u8981\u6539\u53d8\u7684\u662f\u4ec0\u4e48\uff1a\u4e00\u4e2a\u6839\u672c\u6027\u7684\u8f6c\u53d8<\/h4>\n<p>\u5982\u679c\u8bf4\u4f01\u4e1a\u9700\u8981\u6539\u53d8\u4e00\u4ef6\u6839\u672c\u6027\u7684\u4e8b\u60c5\uff0c\u90a3\u5c31\u662f\uff1a<\/p>\n<p>\u4e0d\u8981\u518d\u628a\u4eba\u5de5\u667a\u80fd\u5f53\u4f5c\u4eba\u7c7b\u7684\u66ff\u4ee3\u54c1\uff0c\u800c\u5e94\u8be5\u628a\u5b83\u5f53\u4f5c\u8f6f\u4ef6\u6765\u5bf9\u5f85\u3002<\/p>\n<p>\u5149\u8fd9\u4e00\u70b9\u5c31\u80fd\u89e3\u51b3\u6240\u6709\u95ee\u9898\u3002\u8fd9\u5c31\u662f\u56f0\u6270\u8fd9\u4e2a\u884c\u4e1a\u7684\u4ef7\u503c6440\u4ebf\u7f8e\u5143\u7684\u57fa\u7840\u8bbe\u65bd\u95ee\u9898\u2014\u2014\u4ed6\u4eec\u4ec5\u4ec5\u56e0\u4e3a\u5b83\u4f1a\u8bf4\u8bdd\u5c31\u4e0d\u628a\u5b83\u5f53\u4f5c\u4f20\u7edf\u8f6f\u4ef6\u6765\u5bf9\u5f85\uff0c\u8fd9\u7b80\u76f4\u611a\u8822\u81f3\u6781\u3002<\/p>\n<p>\u5f53\u4f60\u628a\u4eba\u5de5\u667a\u80fd\u5f53\u4f5c\u8f6f\u4ef6\u6765\u5bf9\u5f85\u65f6\uff0c\u4f60<\/p>\n<ul data-id=\"ua73dd4b-7IomxVrl\">\n<li data-id=\"ld70c578-yRo99C7Y\">\u5b9e\u65bd\u7248\u672c\u63a7\u5236\uff08\u5c31\u50cf\u4efb\u4f55\u4ee3\u7801\u4e00\u6837\uff09<\/li>\n<li data-id=\"ld70c578-8qY64han\">\u6784\u5efa\u53ef\u89c2\u6d4b\u6027\uff08\u5c31\u50cf\u4efb\u4f55\u7cfb\u7edf\u4e00\u6837\uff09<\/li>\n<li data-id=\"ld70c578-CziEHZBg\">\u786e\u5b9a\u6027\u6267\u884c\u67b6\u6784\uff08\u5982\u540c\u4efb\u4f55\u57fa\u7840\u8bbe\u65bd\uff09<\/li>\n<li data-id=\"ld70c578-qHqPWlKf\">\u4f7f\u7528\u96c6\u4e2d\u5f0f\u51ed\u8bc1\u7ba1\u7406\uff08\u5c31\u50cf\u4efb\u4f55\u670d\u52a1\u4e00\u6837\uff09<\/li>\n<li data-id=\"ld70c578-5G1MC5Kn\">\u660e\u786e\u5b9a\u4e49\u8f93\u5165\u548c\u8f93\u51fa\uff08\u5c31\u50cf\u4efb\u4f55API\u4e00\u6837\uff09<\/li>\n<li data-id=\"ld70c578-Vk4gFI4F\">\u6839\u636e\u53ef\u91cf\u5316\u6307\u6807\u5b9e\u65bd\u7ec8\u6b62\u5f00\u5173\uff08\u5c31\u50cf\u4efb\u4f55\u6d41\u7a0b\u4e00\u6837\uff09<\/li>\n<\/ul>\n<p>\u5f53\u4f60\u50cf\u5bf9\u5f85\u4eba\u7c7b\u4e00\u6837\u5bf9\u5f85\u4eba\u5de5\u667a\u80fd\u65f6\uff1a<\/p>\n<ul data-id=\"ua73dd4b-GIFa63Ak\">\n<li data-id=\"ld70c578-PARZYF0h\">\u901a\u8fc7\u5bf9\u8bdd\u8fdb\u884c\u534f\u8c03\uff08\u56e0\u4e3a\u4eba\u7c7b\u4f1a\u8bf4\u8bdd\uff09<\/li>\n<li data-id=\"ld70c578-Rh3Td4jb\">\u7ed9\u6bcf\u4e2a\u4ee3\u7406\u5206\u914d\u5355\u72ec\u7684\u51ed\u8bc1\uff08\u56e0\u4e3a\u6bcf\u4e2a\u4eba\u90fd\u6709\u767b\u5f55\u540d\uff09\u3002<\/li>\n<li data-id=\"ld70c578-zmeAOtwS\">\u63a5\u53d7\u6a21\u7cca\u7684\u76ee\u6807\uff08\u56e0\u4e3a\u4eba\u7c7b\u53ef\u4ee5\u901a\u8fc7\u5bf9\u8bdd\u8fdb\u884c\u6f84\u6e05\uff09\u3002<\/li>\n<li data-id=\"ld70c578-7cM4xjwS\">\u5ffd\u7565\u53ef\u89c2\u5bdf\u6027\uff08\u56e0\u4e3a\u4f60\u76f8\u4fe1\u4eba\u7c7b\u4f1a\u81ea\u6211\u62a5\u544a\uff09<\/li>\n<li 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