{"id":1323627,"date":"2026-06-26T17:09:08","date_gmt":"2026-06-26T16:09:08","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=blog&p=1323627"},"modified":"2026-06-27T16:56:38","modified_gmt":"2026-06-27T15:56:38","slug":"knowledge-graphs-and-context-engineering","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/knowledge-graphs-and-context-engineering\/","title":{"rendered":"\u77e5\u8bc6\u56fe\u8c31\u4e0e\u8bed\u5883\u5de5\u7a0b"},"content":{"rendered":"

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    \n
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  • \u8ba9\u51b3\u7b56\u53d8\u5f97\u53ef\u89e3\u91ca\uff1a<\/strong> \u5f53\u4ee3\u7406\u62d2\u7edd\u4e00\u7b14\u8d37\u6b3e\u6216\u5bf9\u5de5\u5355\u8fdb\u884c\u4f18\u5148\u7ea7\u6392\u5e8f\u65f6\uff0c\u5176\u7406\u7531\u4e0d\u518d\u662f\u201c\u6a21\u578b\u8fd9\u4e48\u8bf4\u7684\u201d\u3002\u8be5\u51b3\u7b56\u53ef\u8ffd\u6eaf\u81f3\u4e00\u5957\u901a\u7528\u7684\u4e1a\u52a1\u672f\u8bed\u4f53\u7cfb\uff0c\u4eba\u7c7b\u56e2\u961f\u53ef\u4ee5\u8f7b\u677e\u5ba1\u6838\u5e76\u7406\u89e3\u8fd9\u4e9b\u672f\u8bed\u3002.<\/li>\n<\/ul>\n

    \u7b2c3\u7ae0\uff1a\u4e0a\u4e0b\u6587\u56fe\u4e0e\u4ee3\u7406\u5f0f\u4eba\u5de5\u667a\u80fd\u2014\u2014\u5c06\u77e5\u8bc6\u8f6c\u5316\u4e3a\u884c\u52a8<\/h2>\n

    \u867d\u7136\u77e5\u8bc6\u56fe\u8c31\u548c\u672c\u4f53\u63cf\u8ff0\u4e86\u4e8b\u7269\u7684\u5b58\u5728\u53ca\u5176\u9075\u5faa\u7684\u89c4\u5219\uff0c, \u771f\u6b63\u7684\u4ee3\u7406\u7cfb\u7edf\u9700\u8981\u52a8\u6001\u7684\u3001\u53ef\u64cd\u4f5c\u7684\u4e0a\u4e0b\u6587<\/strong>. \u4ed6\u4eec\u9700\u8981\u4e86\u89e3\u5f53\u524d\u7684\u60c5\u51b5\uff0c\u4ee5\u53ca\u8be5\u7ec4\u7ec7\u8fc7\u53bb\u7684\u8868\u73b0\u3002.<\/p>\n

    Salesforce\u3001ServiceNow \u6216 Workday \u7b49\u8bb0\u5f55\u7cfb\u7edf\u5728\u8bb0\u5f55\u5f53\u524d\u72b6\u6001\u65b9\u9762\u975e\u5e38\u51fa\u8272\uff0c\u4f46\u5bf9\u4e8e\u5177\u6709\u81ea\u4e3b\u884c\u4e3a\u80fd\u529b\u7684\u4eba\u5de5\u667a\u80fd\u800c\u8a00\uff0c\u5b83\u4eec\u4ece\u6839\u672c\u4e0a\u6765\u8bf4\u662f\u8fdc\u8fdc\u4e0d\u591f\u7684\u3002 \u4e00\u9879\u590d\u6742\u7684\u8fd0\u8425\u51b3\u7b56\uff08\u4f8b\u5982\u4e8b\u4ef6\u5904\u7406\uff09\u53ef\u80fd\u6d89\u53ca GitHub \u65e5\u5fd7\u3001\u90e8\u7f72\u76d1\u63a7\u4ee5\u53ca\u5927\u91cf Slack \u8ba8\u8bba\u3002\u800c\u5728\u8bb0\u5f55\u7cfb\u7edf\u4e2d\uff0c\u4ec5\u4f1a\u5b58\u50a8\u6700\u7ec8\u7684\u201c\u5df2\u89e3\u51b3\u201d\u72b6\u6001\u3002\u5176\u4e2d\u7684\u56e0\u679c\u94fe\u3001\u6743\u8861\u53d6\u820d\u4ee5\u53ca\u5386\u53f2\u5148\u4f8b\u5219\u5b8c\u5168\u6d88\u5931\u4e86\u3002.<\/p>\n

    \u8fd9\u6b63\u662f\u4e0a\u4e0b\u6587\u56fe\u5927\u663e\u8eab\u624b\u4e4b\u5904\u3002\u4e0a\u4e0b\u6587\u56fe\u80fd\u591f\u6355\u6349\u51b3\u7b56\u80cc\u540e\u7684\u63a8\u7406\u8fc7\u7a0b\u3002\u5b83\u5c06\u51b3\u7b56\u4f5c\u4e3a\u7b2c\u4e00\u7c7b\u5b9e\u4f53\u8fdb\u884c\u5b58\u50a8\uff0c\u5e76\u5c06\u5176\u4e0e\u6240\u5e94\u7528\u7684\u653f\u7b56\u3001\u83b7\u51c6\u7684\u4f8b\u5916\u60c5\u51b5\u4ee5\u53ca\u56e0\u679c\u7ed3\u679c\u76f8\u5173\u8054\u3002\u767d\u76ae\u4e66\u4e2d\u6709\u4e00\u6761\u6709\u529b\u7684\u89c2\u5bdf\u7ed3\u679c\u6307\u51fa\uff1a<\/p>\n

    \u201c\u4e3a\u4eba\u7c7b\u5f00\u53d1\u7684\u8f6f\u4ef6\u6355\u6349\u7684\u662f\u4e8b\u5b9e\u672c\u8eab\u3002\u4e3a\u667a\u80fd\u4f53\u5f00\u53d1\u7684\u8f6f\u4ef6\u5219\u9700\u8981\u6355\u6349\u4e8b\u5b9e\u662f\u5982\u4f55\u5f62\u6210\u7684\u3002\u201d<\/em> \u2013 \u5f17\u6d1b\u4f26\u65af\u00b7\u8d1d\u5185\u9f50\u7279\uff0cArtefact\u5408\u4f19\u4eba<\/strong><\/p>\n

    \u5982\u679c\u6ca1\u6709\u8fd9\u4e00\u5c42\uff0c\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u5c31\u53ea\u662f\u4e00\u4e2a\u65e0\u72b6\u6001\u7684\u63a8\u7406\u5668\uff0c\u6bcf\u6b21\u88ab\u8c03\u7528\u65f6\u90fd\u5fc5\u987b\u5b8c\u5168\u4ece\u5934\u5f00\u59cb\u3002\u6709\u4e86\u4e0a\u4e0b\u6587\u56fe\uff0c\u8be5\u4ee3\u7406\u5c31\u80fd\u50cf\u8d44\u6df1\u5458\u5de5\u4e00\u6837\u8fdb\u884c\u63a8\u7406\uff1a\u63f4\u5f15\u5386\u53f2\u5148\u4f8b\uff0c\u7406\u89e3\u8fc7\u53bb\u4e3a\u4f55\u505a\u51fa\u4f8b\u5916\u5904\u7406\uff0c\u5e76\u9884\u5224\u4e0b\u6e38\u5f71\u54cd\u3002.<\/p>\n

    \u4e3a\u4e86\u5e94\u5bf9\u8fd9\u4e00\u65b0\u5f62\u52bf\uff0c\u9886\u5bfc\u56e2\u961f\u5fc5\u987b\u660e\u786e\u533a\u5206\u201c\u80fd\u52a8\u578b\u4f01\u4e1a\u201d\u7684\u4e09\u4e2a\u57fa\u7840\u5c42\u9762\uff1a<\/p>\n

      \n
    • \u77e5\u8bc6\u56fe\u8c31\uff1a<\/strong> \u8bb0\u5f55\u4f01\u4e1a\u6240\u638c\u63e1\u7684\u4fe1\u606f\uff08\u5ba2\u6237\u3001\u4ea7\u54c1\u3001\u6cd5\u89c4\u3001\u4f9d\u8d56\u5173\u7cfb\uff09\u3002\u8fd9\u662f\u4f01\u4e1a\u7684\u5171\u4eab\u4e14\u7a33\u5b9a\u7684\u6a21\u578b\u3002.<\/li>\n
    • \u5185\u5b58\u56fe\uff1a<\/strong> \u8bb0\u5f55\u667a\u80fd\u4f53\u6240\u8bb0\u4f4f\u7684\u5185\u5bb9\uff08\u7528\u6237\u504f\u597d\u3001\u8fc7\u5f80\u4ea4\u4e92\u3001\u60c5\u8282\u6027\u4e0e\u8bed\u4e49\u6027\u7ecf\u9a8c\u6559\u8bad\uff09\u3002\u8fd9\u53ef\u786e\u4fdd\u667a\u80fd\u4f53\u4e0d\u4f1a\u4ece\u96f6\u5f00\u59cb\u3002.<\/li>\n
    • \u4e0a\u4e0b\u6587\u56fe\uff1a<\/strong> \u8bb0\u5f55\u7ec4\u7ec7\u5982\u4f55\u505a\u51fa\u51b3\u7b56\uff08\u51b3\u7b56\u8f68\u8ff9\u3001\u5148\u4f8b\u3001\u6240\u91c7\u7528\u7684\u653f\u7b56\u4ee5\u53ca\u63a8\u7406\u8def\u5f84\uff09\u3002\u6b63\u662f\u901a\u8fc7\u8fd9\u4e00\u70b9\uff0c\u7ec4\u7ec7\u63a8\u7406\u624d\u53d8\u5f97\u53ef\u8ba1\u7b97\u3002.<\/li>\n<\/ul>\n

      \u8fd9\u4e09\u5c42\u534f\u540c\u4f5c\u7528\uff0c\u5171\u540c\u8425\u9020\u51fa\u4e00\u79cd\u51b3\u7b56\u968f\u65f6\u95f4\u63a8\u79fb\u800c\u4ea7\u751f\u7d2f\u79ef\u6548\u5e94\u7684\u73af\u5883\u3002\u6700\u7ec8\uff0c\u8fd9\u5c06\u4f7f\u4f01\u4e1a\u80fd\u591f\u8d85\u8d8a\u5355\u7eaf\u8bb0\u5f55\u8fd0\u8425\u6570\u636e\u7684\u5c42\u9762\uff0c\u6784\u5efa\u4e00\u4e2a\u771f\u6b63\u7684\u201c\u6a21\u62df\u5668\u201d\uff0c\u8be5\u6a21\u62df\u5668\u80fd\u591f\u4e3b\u52a8\u9884\u6d4b\u7ec4\u7ec7\u884c\u4e3a\u53ca\u5176\u4e0b\u6e38\u5f71\u54cd\u3002.<\/p>\n

      \u7ed3\u8bba\uff1a\u4f01\u4e1a\u5e94\u8be5\u4ece\u54ea\u91cc\u7740\u624b\uff1f<\/h2>\n

      \u9274\u4e8e\u9700\u8981\u6db5\u76d6\u7684\u7406\u8bba\u5185\u5bb9\u5982\u6b64\u4e4b\u591a\uff0c\u4f01\u4e1a\u9762\u4e34\u7684\u9996\u8981\u95ee\u9898\u662f\uff1a\u6211\u4eec\u8be5\u4ece\u54ea\u91cc\u7740\u624b\uff1f\u7b54\u6848\u5e76\u4e0d\u662f\u7acb\u5373\u5c1d\u8bd5\u6784\u5efa\u4e00\u4e2a\u5e9e\u5927\u800c\u5355\u4e00\u7684\u4f01\u4e1a\u56fe\u8c31\u3002\u76f8\u53cd\uff0c\u4f01\u4e1a\u5e94\u4e25\u683c\u4ece\u5de5\u4f5c\u6d41\u5165\u624b\u3002.<\/p>\n

      \u627e\u51fa\u4e00\u4e2a\u53cd\u590d\u51fa\u73b0\u4e14\u5f71\u54cd\u91cd\u5927\u7684\u51b3\u7b56\u573a\u666f\uff0c\u5176\u4e2d\u6b63\u786e\u7684\u7b54\u6848\u76ee\u524d\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4f9d\u8d56\u4e8e\u8d44\u6df1\u5458\u5de5\u51ed\u501f\u5176\u9690\u6027\u7ecf\u9a8c\u6765\u5f25\u5408\u5206\u6563\u7684\u7cfb\u7edf\u4e4b\u95f4\u7684\u5dee\u8ddd\u3002\u5982\u679c\u74f6\u9888\u5728\u4e8e\u4fe1\u606f\u5206\u6563\uff0c\u90a3\u5c31\u4ece\u6784\u5efa\u77e5\u8bc6\u56fe\u8c31\u5f00\u59cb\uff1b\u5982\u679c\u6311\u6218\u5728\u4e8e\u4eba\u5de5\u667a\u80fd\u4ea4\u4e92\u4e4b\u95f4\u7684\u8fde\u7eed\u6027\uff0c\u90a3\u5c31\u91cd\u70b9\u5173\u6ce8\u8bb0\u5fc6\u529f\u80fd\u3002 \u5982\u679c\u969c\u788d\u5728\u4e8e\u7406\u89e3\u8fc7\u53bb\u7684\u51b3\u7b56\u5e76\u5ba1\u6838\u63a8\u7406\u8fc7\u7a0b\uff0c\u5219\u6784\u5efa\u4e00\u4e2a\u4e0a\u4e0b\u6587\u56fe\u3002.<\/p>\n

      \u6211\u4eec\u6b63\u8fc8\u5165\u4e00\u4e2a\u4eba\u5de5\u667a\u80fd\u6beb\u65e0\u7591\u95ee\u5730\u4ece\u56de\u7b54\u95ee\u9898\u8f6c\u5411\u6267\u884c\u73b0\u5b9e\u4e16\u754c\u64cd\u4f5c\u7684\u65f6\u4ee3\u3002\u8fd9\u4e2a\u65b0\u65f6\u4ee3\u7684\u8d62\u5bb6\u4e0d\u4f1a\u4ec5\u7531\u8ba1\u7b97\u80fd\u529b\u6765\u51b3\u5b9a\u3002\u5f52\u6839\u7ed3\u5e95\uff0c\u672a\u6765\u5341\u5e74\u4f01\u4e1a\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u80dc\u51fa\u8005\uff0c\u4e0d\u4f1a\u662f\u62e5\u6709\u6700\u4f73\u6a21\u578b\u7684\u4f01\u4e1a\uff0c\u800c\u662f\u90a3\u4e9b\u80fd\u4e3a\u667a\u80fd\u4ee3\u7406\u63d0\u4f9b\u6700\u4f73\u60c5\u5883\u652f\u6301\u7684\u4f01\u4e1a\u3002.<\/p>","protected":false},"excerpt":{"rendered":"

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