{"id":2718,"date":"2023-08-04T18:17:36","date_gmt":"2023-08-04T10:17:36","guid":{"rendered":""},"modified":"2023-08-04T18:17:36","modified_gmt":"2023-08-04T10:17:36","slug":"","status":"publish","type":"post","link":"http:\/\/www.idea2003.com\/dongtai\/2718.html","title":{"rendered":"\u767e\u4ebf\u7f8e\u91d1\u7684\u5e73\u53f0\u6273\u624b\u8155\uff0c\u4e91\u6570\u636e\u7684\u751f\u6210\u5f0fAI\u4e4b\u4e89"},"content":{"rendered":"

\u7f16\u8005\u6309\uff1a\u672c\u6587\u6765\u81ea\u5fae\u4fe1\u516c\u4f17\u53f7 \u7845\u5154\u8d5b\u8dd1\uff08ID\uff1asv_race\uff09\uff0c\u4f5c\u8005\uff1aVivek Ramaswami & Sabrina Wu\uff0c\u7f16\u8f91\uff1aLexie, Kathy\uff0c\u5fae\u65b0\u521b\u60f3\u7ecf\u6388\u6743\u8f6c\u8f7d\u3002<\/p>\n

\"\u56fe\u7247\"<\/p>\n

Snowflake<\/strong>\u548cDatabricks<\/strong>\u4e00\u76f4\u662f\u6570\u636e\u5e93\u9886\u57df\u5173\u6ce8\u5ea6\u975e\u5e38\u9ad8\u7684\u4e24\u5bb6\u516c\u53f8\uff0c\u867d\u7136\u540c\u5728\u4e00\u4e2a\u5730\u76d8\uff0c\u4f46\u5404\u6709\u7279\u8272\uff0c\u7ade\u4e89\u4e00\u76f4\u6ca1\u6709\u6446\u5230\u53f0\u9762\u4e0a\u3002\u800c\u8fd9\u4e00\u6b21\u7684\u751f\u6210\u5f0fAI\u6d6a\u6f6e\uff0c\u4e24\u5bb6\u516c\u53f8\u975e\u5e38\u79ef\u6781\u7684\u901a\u8fc7\u6536\u8d2d\u5e03\u5c40\uff0cSnowflake\u5b8c\u6210\u4e86\u5bf9Neeva\uff08\u4f01\u4e1a\u7ea7AI\u641c\u7d22\u5f15\u64ce\uff09\u7684\u6536\u8d2d\uff0cDatabricks 13\u4ebf\u7f8e\u91d1\u6536\u8d2dMosaicML\uff08ML\u6a21\u578b\u90e8\u7f72\uff09\uff0c\u5e76\u4f4e\u8c03\u5ba3\u5e03\u5bf9OmniML\uff08\u6a21\u578b\u538b\u7f29\uff09\u7684\u6536\u8d2d\u3002\u4e24\u5bb6\u4e00\u6539\u4e00\u76f4\u4ee5\u6765\u8868\u9762\u548c\u7766\u3001\u6697\u91cc\u8f83\u52b2\u7684\u6001\u52bf\uff0c\u9009\u62e9\u540c\u4e00\u5929\u4e3e\u529e\u516c\u53f8\u6700\u91cd\u8981\u7684\u5e74\u4f1a\uff0c\u4eae\u660e\u81ea\u5bb6\u7684\u751f\u6210\u5f0fAI\u5e03\u5c40\uff0c\u91ce\u5fc3\u85cf\u4e0d\u4f4f\u4e86\u3002<\/p>\n

Snowflake 2020\u5e74\u4e0a\u5e02\uff0c\u76ee\u524d\u5e02\u503c579.2\u4ebf\u7f8e\u91d1\uff082023.8.1\uff09\uff0cDatabricks\u8fd8\u672a\u4e0a\u5e02\uff0c\u6839\u636e\u4e0a\u4e00\u8f6e\u878d\u8d44\uff0c\u5176\u4f30\u503c\u5df2\u8fbe\u5230380\u4ebf\u7f8e\u91d1\u3002\u5728\u751f\u6210\u5f0fAI\u7684\u52a0\u6301\u4e0b\uff0cDatabricks\u7684\u4f30\u503c\/\u672a\u6765\u4e0a\u5e02\u5e02\u503c\u80fd\u5426\u8ffd\u4e0aSnowflake\uff1fSnowflake\u53c8\u80fd\u5426\u66f4\u4e0a\u4e00\u5c42\u697c\uff1f<\/p>\n

\u4f5c\u4e3a\u6295\u8d44\u4e86Snowflake\u7684\u57fa\u91d1Madrona\u7684\u5408\u4f19\u4ebaVivek<\/strong>\u548c\u6295\u8d44\u4ebaSabrina<\/strong>\u5206\u4eab\u4e86\u4ed6\u4eec\u5bf9\u4e24\u5bb6\u516c\u53f8\u5728\u751f\u6210\u5f0fAI\u9886\u57df\u6273\u624b\u8155\u7684\u770b\u6cd5\uff0c\u4ee5\u4e0b\uff0cEnjoy?\u3002<\/p>\n\n

\u4e0a\u5468\u5bf9\u6570\u636e\u548c\u4eba\u5de5\u667a\u80fd\u9886\u57df\u4ece\u4e1a\u8005\u6765\u8bf4\u662f\u91cd\u8981\u7684\u4e00\u5468\uff0c\u4e24\u4e2a\u6700\u91cd\u8981\u7684\u53c2\u4e0e\u8005\u2014\u2014Databricks<\/strong>\u548cSnowflake<\/strong>\u2014\u2014\u5206\u522b\u5728\u65e7\u91d1\u5c71\u548c\u62c9\u65af\u7ef4\u52a0\u65af\u4e3e\u529e\u4e86\u4ed6\u4eec\u7684\u5e74\u5ea6\u4f1a\u8bae\uff08Databricks\u7684Data and AI Summit\u548cSnowflake\u7684Summit\uff09\u3002\u8fd9\u4e24\u4e2a\u5de8\u5934\u51b3\u5b9a\u5728\u540c\u4e00\u5468\u4e3e\u529e\u4ed6\u4eec\u7684\u91cd\u8981\u6d3b\u52a8\uff0c\u8fd9\u5927\u6982\u7387\u4e0d\u662f\u5de7\u5408\u3002\u5728\u8fc7\u53bb\u5341\u5e74\u4e2d\uff0cSnowflake\u548cDatabricks\u4e00\u76f4\u662f\u670b\u53cb\u4e5f\u662f\u5bf9\u624b\uff0c\u4f46\u8fd9\u4e00\u5468\u660e\u663e\u8868\u660e\uff0c\u5b83\u4eec\u73b0\u5728\u662f\u5f7c\u6b64\u7684\u4e3b\u8981\u7ade\u4e89\u5bf9\u624b\uff0c\u800c\u65b0\u7684\u6218\u573a\u5c31\u662f\u4eba\u5de5\u667a\u80fd\u3002<\/strong><\/p>\n

\u6beb\u4e0d\u5947\u602a\u7684\u662f\uff0c\u4e24\u4e2a\u4f1a\u8bae\u4e0a\u7684\u8ba8\u8bba\u548c\u5ba3\u5e03\u5927\u90e8\u5206\u90fd\u56f4\u7ed5\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u3002\u6240\u4f20\u8fbe\u7684\u91cd\u8981\u4fe1\u606f\u662f\uff0c\u4e3a\u4e86\u5efa\u7acb\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6218\u7565\uff0c\u6bcf\u5bb6\u516c\u53f8\u90fd\u5fc5\u987b\u4ece\u6570\u636e\u6218\u7565\u5f00\u59cb<\/strong>\u3002\u4e0d\u51fa\u6240\u6599\uff0cDatabricks\u548cSnowflake\u90fd\u4e3a\u81ea\u5df1\u4e3a\u4ec0\u4e48\u53ef\u4ee5\u5728\u8fd9\u4e00\u65c5\u7a0b\u4e2d\u4e3a\u5ba2\u6237\u63d0\u4f9b\u6700\u4f73\u652f\u6301\u8fdb\u884c\u4e86\u8bba\u8bc1\u3002<\/p>\n

\u4e24\u5bb6\u516c\u53f8\u4ece\u4ef7\u503c\u94fe\u7684\u4e0d\u540c\u90e8\u5206\u5f00\u59cb\uff0c\u66fe\u7ecf\u751a\u81f3\u662f\u6218\u7565\u5408\u4f5c\u4f19\u4f34\u5173\u7cfb\uff0c\u4e3a\u4f55\u5728\u8fd9\u4e2a\u4eba\u5de5\u667a\u80fd\u7684\u65b0\u65f6\u4ee3\u6f14\u53d8\u4e3a\u5982\u6b64\u6fc0\u70c8\u7684\u7ade\u4e89\u5bf9\u624b\u5462\uff1f<\/p>\n

\u8ba9\u6211\u4eec\u6df1\u5165\u63a2\u8ba8\u3002<\/p>\n

\u3010\u5feb\u901f\u514d\u8d23\u58f0\u660e\uff1aMadrona\u66fe\u6295\u8d44Snowflake\u7684C\u8f6e\uff0c\u5e76\u4ecd\u6301\u6709\u8be5\u516c\u53f8\u7684\u4e00\u4e9b\u80a1\u4efd\u3002\u3011<\/p>\n

\"\u56fe\u7247\"<\/p>\n

\u6587\u7ae0\u6e90\u81ea\uff1aAspiring for Intelligence \u7845\u5154\u7f16\u8f91\u90e8\u7ffb\u8bd1<\/p>\n

01<\/strong>Snowflake\uff1a\u4ece\u6570\u636e\u4ed3\u5e93\u5230\u6570\u636e\u4e91<\/strong><\/h2>\n

Snowflake\u7531Beno\u00eet Dageville<\/strong>\u548cThierry Cruanes<\/strong>\u4e8e2012\u5e74\u521b\u7acb\u3002\u4ed6\u4eec\u662f\u4e24\u4f4d\u5728Oracle\u5de5\u4f5c\u591a\u5e74\u7684\u6570\u636e\u5e93\u4e13\u5bb6\uff0c\u4ed6\u4eec\u654f\u9510\u5730\u89c2\u5bdf\u5230\u5927\u591a\u6570\u6570\u636e\u4ed3\u5e93\u201c\u56fa\u5316\u3001\u6602\u8d35\u4e14\u96be\u4ee5\u4f7f\u7528\u201d\u3002Dageville\u548cCruanes\u4e0eVectorwise\u7684\u524d\u9996\u5e2d\u6267\u884c\u5b98Marcin Zukowski\u5408\u4f5c\uff0c\u6784\u5efa\u4e86\u57fa\u4e8e\u4e09\u4e2a\u5173\u952e\u524d\u63d0\u7684\u672a\u6765\u6570\u636e\u4ed3\u5e93\uff1a<\/p>\n

1\uff09\u5b8c\u5168\u57fa\u4e8e\u4e91\u7684\u67b6\u6784\uff1b<\/p>\n

2\uff09\u5c06\u8ba1\u7b97\u4e0e\u5b58\u50a8\u5206\u79bb\uff0c\u5b9e\u73b0\u8fd1\u4e4e\u65e0\u9650\u6269\u5c55\uff1b<\/p>\n

3\uff09\u5728\u8ba1\u7b97\u8d44\u6e90\u4f7f\u7528\u4e0a\u5177\u6709\u5f39\u6027\uff0c\u4ece\u800c\u5b9e\u73b0\u67e5\u8be2\u5904\u7406\u548c\u7075\u6d3b\u6027\u65b9\u9762\u7684\u524d\u6240\u672a\u6709\u7684\u901f\u5ea6\u3002<\/p>\n

\u5982\u4eca\uff0cSnowflake\u5df2\u7ecf\u4ece\u201c\u4ec5\u4ec5\u201d\u4e00\u4e2a\u4e91\u6570\u636e\u4ed3\u5e93\u53d1\u5c55\u6210\u4e3a\u4e00\u4e2a\u201c\u6570\u636e\u4e91\u201d\uff0c\u4e3a\u5ba2\u6237\u63d0\u4f9b\u8bbf\u95ee\u3001\u6784\u5efa\u3001\u534f\u4f5c\u548c\u53d8\u73b0\u5176\u6570\u636e\u7684\u5355\u4e00\u5e73\u53f0\u3002\u4ec5\u7528\u5341\u591a\u5e74\u65f6\u95f4\uff0cSnowflake\u5df2\u53d1\u5c55\u6210\u4e3a\u5e02\u503c550\u4ebf\u7f8e\u5143\u7684\u4e0a\u5e02\u516c\u53f8\uff0c\u4e3a6000\u591a\u5bb6\u5ba2\u6237\u548c\u8bb8\u591a\u300a\u8d22\u5bcc\u300b500\u5f3a\u4f01\u4e1a\u63d0\u4f9b\u670d\u52a1\u3002Snowflake\u5df2\u4e0e\u4e3b\u8981\u8d85\u5927\u89c4\u6a21\u4e91\u670d\u52a1\u63d0\u4f9b\u5546\uff08Azure\u3001AWS\u548cGCP\uff09\u5e76\u80a9\u4f5c\u6218\uff0c\u73b0\u5728\u4ed6\u4eec\u660e\u786e\u5c06\u76ee\u5149\u6295\u5411\u4eba\u5de5\u667a\u80fd\u9886\u57df\u4ee5\u8d62\u5f97\u66f4\u591a\u5173\u6ce8\u3002<\/p>\n

\u4e3a\u4e86\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\uff0c\u4ed6\u4eec\u5728\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u9886\u57df\u8fdb\u884c\u4e86\u4e00\u7cfb\u5217\u6536\u8d2d\u548c\u4ea7\u54c1\u63a8\u51fa\uff0c\u5305\u62ec\uff1a<\/p>\n

1\uff09Snowpark\u5141\u8bb8\u6570\u636e\u79d1\u5b66\u5bb6\u4f7f\u7528\u5176\u9996\u9009\u7f16\u7a0b\u8bed\u8a00\u8fdb\u884c\u7aef\u5230\u7aef\u7684\u673a\u5668\u5b66\u4e60\u5de5\u4f5c\u8d1f\u8f7d\u5f00\u53d1\u3001\u90e8\u7f72\u548c\u7f16\u6392\u3002\u901a\u8fc7Snowpark\uff0c\u5ba2\u6237\u53ef\u4ee5\u6444\u53d6\u3001\u5206\u6790\u548c\u8f6c\u6362\u5176\u6570\u636e\uff0c\u4ee5\u8bad\u7ec3\u673a\u5668\u5b66\u4e60\u6a21\u578b\u548c\u8fd0\u884c\u66f4\u591a\u7684\u9884\u6d4b\u6027\u5206\u6790\u3002<\/p>\n

2\uff09Streamlit\u662f\u4e00\u4e2a\u6570\u636e\u9a71\u52a8\u7684\u5e94\u7528\u7a0b\u5e8f\u6784\u5efa\u5de5\u5177\uff0cSnowflake\u4e8e2022\u5e743\u6708\u4ee58\u4ebf\u7f8e\u5143\u6536\u8d2d\u3002Streamlit\u4f7f\u5ba2\u6237\u80fd\u591f\u4ec5\u901a\u8fc7\u51e0\u884c\u4ee3\u7801\u5f00\u53d1\u6570\u636e\u5bc6\u96c6\u578b\u5e94\u7528\u7a0b\u5e8f\u3002Streamlit\u7b80\u5316\u4e86\u901a\u8fc7\u524d\u7aefWeb\u5e94\u7528\u7a0b\u5e8f\u5bf9\u6570\u636e\u5206\u6790\u4efb\u52a1\u548c\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8f93\u51fa\u8fdb\u884c\u4e0a\u4e0b\u6587\u5316\u7684\u8fc7\u7a0b\u3002<\/p>\n

3\uff09Neeva\u662fSnowflake\u4eca\u5e74\u65e9\u4e9b\u65f6\u5019\u6536\u8d2d\u7684\u516c\u53f8\uff0c\u65e8\u5728\u52a0\u901f\u4f01\u4e1a\u4e0e\u6570\u636e\u7684\u4ea4\u4e92\u548c\u641c\u7d22\uff0c\u5c24\u5176\u662f\u4ee5\u66f4\u5177\u5bf9\u8bdd\u6027\u7684\u65b9\u5f0f\u8fdb\u884c\u3002<\/p>\n

\"\u56fe\u7247\"<\/p>\n

02<\/strong>Databricks: \u6784\u5efaLakehouse<\/strong><\/h2>\n

Databricks\u6210\u7acb\u4e8e2013\u5e74\uff0c\u4ec5\u6bd4Snowflake\u665a\u4e00\u5e74\u3002\u4e0eBenoit\u548cTheirry\u662f\u884c\u4e1a\u4ece\u4e1a\u8005\u4e0d\u540c\uff0cDatabricks\u662f\u7531\u4e00\u7fa4\u4e0e\u5b66\u672f\u754c\u548c\u5f00\u6e90\u793e\u533a\u6709\u7740\u6df1\u539a\u6e0a\u6e90\u7684\u4eba\u58eb\u521b\u7acb\u7684\u3002\u5305\u62ec\u73b0\u4efbCEOAli Ghodsi<\/strong>\u5728\u5185\u7684\u4e03\u4f4d\u521b\u59cb\u4eba\u662fUC Berkeley\u7684AMPLab\u7814\u7a76\u5458\uff0c\u4ed6\u4eec\u6784\u601d\u4e86Apache Spark\uff0c\u8fd9\u662f\u4e00\u4e2a\u7528\u4e8e\u5927\u89c4\u6a21\u6570\u636e\u5904\u7406\u7684\u5f00\u6e90\u7edf\u4e00\u5206\u6790\u5f15\u64ce\u3002Spark\u5df2\u7ecf\u53d1\u5c55\u6210\u4e3a\u6700\u5927\u4e14\u6700\u5e38\u7528\u7684\u6570\u636e\u5904\u7406\u6846\u67b6\u4e4b\u4e00\uff0c\u5728\u5927\u89c4\u6a21\u6570\u636e\u5de5\u7a0b\u3001\u6570\u636e\u79d1\u5b66\u548c\u673a\u5668\u5b66\u4e60\u65b9\u9762\u8d77\u7740\u91cd\u8981\u4f5c\u7528\u3002<\/p>\n

Databricks\u6700\u521d\u7684\u76ee\u6807\u662f\u5546\u4e1a\u5316Spark\uff0c\u63a8\u51fa\u4e86\u4f01\u4e1a\u7ea7\u7684Spark\u7248\u672c\uff0c\u63d0\u4f9b\u4e86\u5927\u578b\u7ec4\u7ec7\u6240\u9700\u7684\u6240\u6709\u529f\u80fd\uff08\u6cbb\u7406\u3001\u652f\u6301\u3001\u6258\u7ba1\u7b49\uff09\u3002Databricks\u968f\u540e\u53d1\u5c55\u6210\u4e3a\u521b\u65b0\u7684\u201cLakehouse\u5e73\u53f0\u201d\uff0c\u7edf\u4e00\u4e86\u6570\u636e\u3001\u5206\u6790\u548c\u4eba\u5de5\u667a\u80fd\u3002\u7edf\u4e00\u7684Lakehouse\u6982\u5ff5\u5c06\u201c\u96c6\u6210\u3001\u5b58\u50a8\u3001\u5904\u7406\u3001\u6cbb\u7406\u3001\u5171\u4eab\u3001\u5206\u6790\u548c\u4eba\u5de5\u667a\u80fd\u201d\u878d\u5408\u5728\u4e00\u4e2a\u5e73\u53f0\u4e0a\u3002<\/p>\n

\u5728\u8fc7\u53bb\u7684\u5341\u5e74\u4e2d\uff0cDatabricks\u5df2\u6210\u4e3a\u5168\u7403\u4f30\u503c\u6700\u9ad8\u7684\u79c1\u4eba\u516c\u53f8\u4e4b\u4e00\uff0c2021\u5e74\u4f30\u503c\u8fbe\u5230380\u4ebf\u7f8e\u5143\uff0c\u5e76\u4e8e\u8fd1\u671f\u5b9e\u73b0\u4e8610\u4ebf\u7f8e\u5143\u7684\u6536\u5165\u91cc\u7a0b\u7891\u3002\u4ed6\u4eec\u4e3a\u6210\u5343\u4e0a\u4e07\u7684\u4f01\u4e1a\u5ba2\u6237\u548c\u5f00\u6e90\u7528\u6237\u63d0\u4f9b\u670d\u52a1\uff0c\u5e76\u88ab\u89c6\u4e3a\u6700\u53d7\u77a9\u76ee\u7684IPO\u4e4b\u4e00\u3002\u5728\u6240\u6709\u8fd9\u4e9b\u589e\u957f\u4e2d\uff0c\u4ed6\u4eec\u8d8a\u6765\u8d8a\u5c06\u81ea\u5df1\u5b9a\u4f4d\u4e3a\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u9886\u5bfc\u8005\uff0c\u5e76\u6700\u8fd1\u8fdb\u884c\u4e86\u91cd\u8981\u7684\u6536\u8d2d\u548c\u4ea7\u54c1\u53d1\u5e03\uff0c\u5305\u62ec\u4ee513\u4ebf\u7f8e\u5143\u6536\u8d2dMosaicML\uff08\u4e0b\u6587\u5c06\u66f4\u8be6\u7ec6\u4ecb\u7ecd\uff09\uff0c\u5e76\u5f00\u6e90\u4e86Dolly\uff0c\u8fd9\u662f\u4e00\u79cd\u4ee5\u4f4e\u4e8e30\u7f8e\u5143\u7684\u6210\u672c\u8bad\u7ec3\u7684\u6307\u4ee4\u8c03\u4f18LLM\u3002<\/p>\n

\"\u56fe\u7247\"<\/p>\n

03<\/strong>AI\u4e2d\u7684\u78b0\u649e<\/strong><\/h2>\n

Snowflake\u548cDatabricks\u90fd\u6709\u826f\u597d\u7684\u751f\u6001\u4f4d\uff0c\u53ef\u4ee5\u7ee7\u7eed\u5229\u7528\u957f\u671f\u7684\u7ed3\u6784\u6027\u8d8b\u52bf\uff0c\u56e0\u4e3a\u4f01\u4e1a\u6b63\u5728\u4e3a\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u8f6c\u53d8\u505a\u51c6\u5907\u3002\u968f\u7740\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u7684\u5e7f\u6cdb\u5e94\u7528\uff0c\u8fd9\u4e24\u5bb6\u516c\u53f8\u90fd\u8bd5\u56fe\u5c06\u81ea\u5df1\u5b9a\u4f4d\u4e3a\u6218\u7565\u6027\u7684\u591a\u4ea7\u54c1\u6570\u636e\u5e73\u53f0\u3002\u4ee5\u4e0b\u662f\u5404\u81ea\u4f1a\u8bae\u4e2d\u7684\u4e00\u4e9b\u91cd\u8981\u516c\u544a\u4ee5\u53ca\u6211\u4eec\u5bf9\u6bcf\u5bb6\u516c\u53f8\u6574\u4f53\u4eba\u5de5\u667a\u80fd\u6218\u7565\u7684\u770b\u6cd5\u3002<\/p>\n

Snowflake\u4e3b\u8981\u516c\u544a\uff1a<\/strong><\/h3>\n

\u5f00\u53d1\u8005\u516c\u544a<\/strong><\/p>\n

1\uff09Snowflake\u7684\u539f\u751f\u5e94\u7528\u6846\u67b6\uff1a\u901a\u8fc7\u5141\u8bb8\u5f00\u53d1\u4eba\u5458\u521b\u5efa\u3001\u5206\u53d1\u548c\u53d8\u73b0\u5e94\u7528\u7a0b\u5e8f\uff0c\u4ee5\u65b0\u7684\u65b9\u5f0f\u5229\u7528\u6570\u636e\uff0c\u53ef\u57fa\u4e8eSnowflake\u7684\u6570\u636e\u4e91\u6269\u5c55\u3002<\/p>\n

2\uff09Snowpark\u5bb9\u5668\u670d\u52a1\uff1a\u6269\u5c55\u6570\u636e\u53ef\u7f16\u7a0b\u6027\u548c\u8ba1\u7b97\u57fa\u7840\u67b6\u6784\uff0c\u4ee5\u652f\u6301\u7f16\u7a0b\u8bed\u8a00\u3001\u8bbf\u95ee\u7b2c\u4e09\u65b9\u8f6f\u4ef6\uff0c\u5e76\u4e3a\u6258\u7ba1\u5168\u6808\u5e94\u7528\u7a0b\u5e8f\u548cLLM\u63d0\u4f9b\u589e\u5f3a\u7684\u5b89\u5168\u6027\u548c\u6cbb\u7406\u3002\u901a\u8fc7\u6cdb\u5316Snowflake\u7684\u8ba1\u7b97\u5e73\u53f0\uff0c\u63d0\u4f9b\u8fdb\u4e00\u6b65\u7684\u7075\u6d3b\u6027\uff0c\u4f7f\u5ba2\u6237\u80fd\u591f\u4ece\u5e95\u5c42\uff08\u6570\u636e\u5c42\uff09\u4e00\u76f4\u5230UI\u5c42\u8fd0\u884c\u5b8c\u6574\u7684\u7aef\u5230\u7aef\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n

3\uff09\u5176\u4ed6\u91cd\u8981\u516c\u544a\uff1aSnowpipe\u6d41\u5f0f\u5904\u7406\u529f\u80fd\uff1b\u52a8\u6001\u8868\u683c\uff08\u4e5f\u79f0\u4e3a\u6750\u6599\u5316\u8868\u683c\uff09\uff1bDocument AI\uff08\u4e00\u9879\u65b0\u670d\u52a1\uff0c\u7528\u4e8e\u63d0\u53d6\u6587\u6863\u4e2d\u7684\u975e\u7ed3\u6784\u5316\u6570\u636e\uff09\uff1b\u4ee5\u53caIceberg Tables\u3002<\/p>\n

\u5408\u4f5c\u4f19\u4f34\u516c\u544a<\/strong><\/p>\n

Snowflake\u5ba3\u5e03NVIDIA<\/strong>\u3001Microsoft<\/strong>\u548cWeights & Biases<\/strong>\u7b49\u51e0\u4e2a\u91cd\u8981\u5408\u4f5c\u4f19\u4f34\u3002<\/p>\n

1\uff09\u4e0eNVIDIA\u7684\u5408\u4f5c\u8ba1\u5212\u5c06\u5176NeMo\u4f01\u4e1a\u5f00\u53d1\u6846\u67b6\u5d4c\u5165\u5230Snowflake\u7684\u6570\u636e\u4e91\u4e2d\uff0c\u8fd9\u5c06\u4f7fSnowflake\u7684\u5ba2\u6237\u80fd\u591f\u6784\u5efa\u548c\u90e8\u7f72LLMs\u548c\u57fa\u4e8e\u4eba\u5de5\u667a\u80fd\u7684\u5e94\u7528\u7a0b\u5e8f\uff0c\u5229\u7528\u5b58\u50a8\u5728Snowflake\u4e2d\u7684\u4e13\u6709\u6570\u636e\u3002<\/p>\n

2\uff09\u4e0eMicrosoft\u7684\u5408\u4f5c\u5c06\u6269\u5c55\u4e0eAzure\u7684\u5408\u4f5c\u4f19\u4f34\u5173\u7cfb\uff0c\u91cd\u70b9\u662f\u56f4\u7ed5Microsoft Azure\u7684OpenAI\u548cAzure AI\/ML\u670d\u52a1\u8fdb\u884c\u65b0\u4ea7\u54c1\u6574\u5408\u3002\u8be5\u5408\u4f5c\u6709\u53ef\u80fd\u5c06\u5de5\u4f5c\u8d1f\u8f7d\u548c\u5ba2\u6237\u5f15\u5165\u6570\u636e\u4e91\u3002<\/p>\n

3\uff09\u4e0eWeights & Biases\u8fd9\u5bb6\u9886\u5148\u7684MLOps\u5e73\u53f0\u7684\u5408\u4f5c\uff0cSnowflake\u7684\u5bb9\u5668\u670d\u52a1\u4f7fWeights & Biases\u80fd\u591f\u52a0\u901f\u5728Snowflake\u6570\u636e\u4e91\u4e2d\u8fdb\u884cML\u6a21\u578b\u3001LLMs\u548cLLM\u9a71\u52a8\u5e94\u7528\u7684\u8fed\u4ee3\u5f00\u53d1\u3002\u6700\u7ec8\uff0c\u8fd9\u9879\u5408\u4f5c\u5c06\u5e2e\u52a9\u4f01\u4e1a\u548c\u7528\u6237\u66f4\u8f7b\u677e\u5730\u6784\u5efa\u548c\u5229\u7528\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u3002<\/p>\n

4\uff09\u9664\u4e86\u8fd9\u4e24\u5bb6\u516c\u53f8\uff0cSnowflake\u8fd8\u5ba3\u5e03\u4e86\u4e0eAlteryx\u3001Hex\u3001Dataiku\u3001RelationalAI\u3001Pinecone\u7b49\u516c\u53f8\u7684\u8bb8\u591a\u5176\u4ed6\u5408\u4f5c\u4f19\u4f34\u5173\u7cfb\u3002<\/p>\n

\u6211\u4eec\u7684\u770b\u6cd5<\/strong><\/h3>\n

\u76f4\u5230\u6700\u8fd1\uff0cSnowflake\u6ca1\u6709\u900f\u9732\u4efb\u4f55\u5728\u73b0\u6709\u80fd\u529b\u4e0a\u6dfb\u52a0\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u8ba1\u5212\uff0c\u8bb8\u591a\u6295\u8d44\u8005\u5bf9Snowflake\u5728\u8fd9\u4e2a\u9886\u57df\uff08\u5c24\u5176\u662f\u4e0eDatabricks\u76f8\u6bd4\uff09\u7684\u7ade\u4e89\u80fd\u529b\u8868\u793a\u62c5\u5fe7\u3002\u7136\u800c\uff0c\u57282023\u5e74\u7684\u5cf0\u4f1a\u4e0a\uff0cSnowflake\u5c55\u793a\u4e86\u4e00\u4e2a\u5f3a\u5927\u7684\u613f\u666f\uff0c\u5c06\u81ea\u5df1\u5b9a\u4f4d\u4e3a\u53ef\u4fe1\u8d56\u7684\u6570\u636e\u4e91\u63d0\u4f9b\u5546\uff0c\u5e76\u4ee5\u6b64\u6253\u9020\u4e86\u4e00\u4e2a\u4e0e\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u76f8\u5173\u7684\u5f3a\u5927\u6545\u4e8b\u3002<\/p>\n

Snowflake\u4e0eNvidia\u7684\u5408\u4f5c\uff0c\u4ee5\u53caSnowpark\u5bb9\u5668\u670d\u52a1\u7684\u5ba3\u5e03\uff0c\u4f7f\u4ed6\u4eec\u5728AI\u6570\u636e\u5806\u6808\u4e2d\u6210\u4e3a\u4e00\u4e2a\u66f4\u5177\u53ef\u884c\u6027\u7684\u53c2\u4e0e\u8005\u3002\u4ed6\u4eec\u60f3\u4f20\u8fbe\u7684\u6838\u5fc3\u89c2\u70b9\u662f\uff0c\u4ed6\u4eec\u53ef\u4ee5\u8ba9\u5ba2\u6237\u5728Snowflake\u6570\u636e\u4e91\u4e2d\u5b89\u5168\u5730\u8bbf\u95ee\u3001\u5f00\u53d1\u548c\u90e8\u7f72LLMs\u548c\u57fa\u4e8e\u4eba\u5de5\u667a\u80fd\u7684\u5e94\u7528\u7a0b\u5e8f\uff0c\u540c\u65f6\u63d0\u4f9bNvidia GPU\u548cAI\u8f6f\u4ef6\u7684\u52a0\u901f\u8ba1\u7b97\u3002<\/p>\n

\u867d\u7136\u4ed6\u4eec\u7684\u6545\u4e8b\u548c\u4f20\u9012\u7684\u4fe1\u606f\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\uff0c\u4f46\u6211\u4eec\u8ba4\u4e3a\u4ed6\u4eec\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\u76f8\u5bf9\u4e8eDatabricks\u4ecd\u7136\u5904\u4e8e\u52a3\u52bf\u72b6\u6001…<\/p>\n

\"\u56fe\u7247\"<\/p>\n

Databricks\u4e3b\u8981\u516c\u544a\uff1a<\/strong><\/h3>\n

\u5f00\u53d1\u8005\u516c\u544a<\/strong><\/p>\n

1\uff09LakehouseIQ\uff1a<\/strong>\u57fa\u4e8eLLM\u7684\u81ea\u7136\u8bed\u8a00\u63a5\u53e3\uff0c\u7528\u4e8e\u641c\u7d22\u548c\u67e5\u8be2\u6570\u636e\uff0c\u5e76\u5f3a\u5927\u5730\u7406\u89e3\u5ba2\u6237\u7684\u6570\u636e\u3001\u5185\u90e8\u884c\u8bdd\u548c\u4f7f\u7528\u6a21\u5f0f\uff0c\u4ee5\u4e86\u89e3\u5ba2\u6237\u7684\u67b6\u6784\u3001\u6587\u6863\u3001\u67e5\u8be2\u3001\u7cfb\u7edf\u7b49\u3002<\/p>\n

2\uff09LakehouseAI\uff1a<\/strong>Databricks\u5728Databricks ML\u65b9\u9762\u5ba3\u5e03\u4e86\u8bb8\u591a\u65b0\u529f\u80fd\uff0c\u5305\u62ec\u4e00\u4e9b\u5173\u4e8eLLMOps\u7684\u80fd\u529b\uff0c\u4f8b\u5982\u6574\u5408\u6570\u636e\u3001\u4e3a\u673a\u5668\u5b66\u4e60\u51c6\u5907\u6570\u636e\u96c6\u3001\u5fae\u8c03\u548c\u7b56\u5212\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u4ee5\u53ca\u90e8\u7f72\u6a21\u578b\u672c\u8eab\u3002Databricks\u8fd8\u5ba3\u5e03\u4e86\u5173\u4e8e\u5411\u91cf\u641c\u7d22\u3001\u7279\u5f81\u670d\u52a1\u548cMLFlow Gateway\u7684\u8bb8\u591a\u529f\u80fd\u3002<\/p>\n

3\uff09MosaicML\uff1a<\/strong>\u5c31\u5728\u5cf0\u4f1a\u5f00\u59cb\u4e4b\u524d\uff0cDatabricks\u5ba3\u5e03\u4ee513\u4ebf\u7f8e\u5143\u6536\u8d2dMosaicML\uff0c\u8be5\u6536\u8d2d\u5728\u5cf0\u4f1a\u671f\u95f4\u5b9a\u4f4d\u4e3a\u201c\u6784\u5efaGenAI\u6a21\u578b\u7684\u673a\u5668\u201d\u3002<\/p>\n

4\uff09\u5176\u4ed6\u503c\u5f97\u6ce8\u610f\u7684\u516c\u544a\uff1a<\/strong>Delta Lake 3.0\u3001MLFlow 2.5\u652f\u6301\u4e0d\u540c\u540e\u7aefLLMs\u3001Lakehouse Apps\u548cDatabricks Lakehouse Monitoring\u667a\u80fd\u76d1\u63a7\u3002<\/p>\n

\u6211\u4eec\u7684\u89c2\u70b9<\/strong><\/h3>\n

Databricks\u901a\u8fc7\u5c06\u6570\u636e\u3001\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u3001\u76d1\u63a7\u548c\u6cbb\u7406\u80fd\u529b\u6574\u5408\u5230Lakehouse\u5e73\u53f0\u4e2d\uff0c\u91c7\u53d6\u4e86\u7edf\u4e00\u7684\u4eba\u5de5\u667a\u80fd\u65b9\u6cd5\u3002\u56e0\u6b64\uff0cDatabricks\u4f7f\u5ba2\u6237\u80fd\u591f\u66f4\u9ad8\u6548\u5730\u5f00\u53d1\u4ed6\u4eec\u7684GenAI\u89e3\u51b3\u65b9\u6848\uff0c\u5e76\u4e14\u5ba2\u6237\u8ba4\u4e3aDatabricks\u662f\u4e00\u4e2a\u503c\u5f97\u4fe1\u8d56\u7684\u5408\u4f5c\u4f19\u4f34\uff0c\u5e73\u5747\u800c\u8a00\uff0c\u5728\u673a\u5668\u5b66\u4e60\u5f00\u53d1\u65b9\u9762\u66f4\u5feb\u901f\u3001\u66f4\u7ecf\u6d4e\u3001\u66f4\u6613\u4e8e\u4f7f\u7528\u3002<\/p>\n

\u867d\u7136Databricks\u5df2\u7ecf\u88ab\u89c6\u4e3a\u4eba\u5de5\u667a\u80fd\u5806\u6808\u4e2d\u7684\u5173\u952e\u53c2\u4e0e\u8005\uff0c\u4f46\u901a\u8fc7\u5bf9\u6a21\u578b\uff08\u5982Dolly\uff0c\u4e00\u4e2a\u5f00\u6e90\u7684\u6307\u4ee4\u8ddf\u968fLLM\uff09\u7684\u6295\u8d44\u4ee5\u53ca\u5bf9MosaicML\u7684\u91cd\u5927\u6536\u8d2d\uff0cDatabricks\u5728GenAI\u9886\u57df\u5de9\u56fa\u4e86\u5176\u9886\u5bfc\u5730\u4f4d\u3002Databricks\u7ee7\u7eed\u5f3a\u8c03\u4ed6\u4eec\u7684Lakehouse\u662fGenAI\u521d\u521b\u4f01\u4e1a\u8bad\u7ec3\u548c\u90e8\u7f72\u81ea\u5df1\u7684\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u7684\u6700\u4f73\u65b9\u5f0f\uff0c\u4ee5\u6210\u672c\u6548\u76ca\u7684\u65b9\u5f0f\u5229\u7528\u81ea\u5df1\u7684\u4e13\u6709\u6570\u636e\uff0c\u800c\u4e0d\u53d7\u5927\u578b\u79d1\u6280\u516c\u53f8\u7684\u675f\u7f1a\u3002<\/p>\n

\"\u56fe\u7247\"<\/p>\n

04<\/strong>\u5c55\u671b\u672a\u6765\uff0c\u6211\u4eec\u53ef\u4ee5\u671f\u5f85\u4ec0\u4e48\u5462\uff1f<\/strong><\/h2>\n

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\u90a3\u4e48\uff0c\u6211\u4eec\u53ef\u4ee5\u5bf9\u8fd9\u79cd\u52a0\u5267\u7684\u7ade\u4e89\u6709\u54ea\u4e9b\u671f\u5f85\uff1f<\/p>\n

1.\u6536\u8d2d\u5c06\u7ee7\u7eed\u8fdb\u884c<\/strong>\u2192 Snowflake\u548cDatabricks\u90fd\u76f8\u5bf9\u6709\u826f\u597d\u7684\u751f\u6001\u4f4d\u6765\u7ee7\u7eed\u6536\u8d2d\u4e0e\u5176\u6574\u4f53\u6218\u7565\u76f8\u8f85\u76f8\u6210\u7684\u5c0f\u516c\u53f8\u3002Snowflake\u5728\u5176\u8d44\u4ea7\u8d1f\u503a\u8868\u4e0a\u62e5\u6709\u7ea640\u4ebf\u7f8e\u5143\u7684\u73b0\u91d1\uff0c\u800cDatabricks\u5219\u62e5\u6709\u53ef\u7528\u4e8e\u4ea4\u6613\u7684\u9ad8\u4f30\u503c\u3002\u540c\u65f6\uff0c\u6570\u767e\u5bb6AI\u548c\u6570\u636e\u5de5\u5177\u521d\u521b\u4f01\u4e1a\u6e34\u671b\u5728\u5e72\u65f1\u7684IPO\u5e02\u573a\u627e\u5230\u51fa\u53e3\u3002\u6211\u4eec\u4e0d\u8ba4\u4e3aNeeva\u548cMosaicML\u4f1a\u662f\u8fd9\u4e9b\u5de8\u5934\u6700\u540e\u4e00\u6b21\u6536\u8d2d\uff0c\u5e02\u573a\u5c06\u51fa\u73b0\u6574\u5408\u3002<\/p>\n

2.\u5ba2\u6237\u5c06\u53d7\u76ca<\/strong>\u2192 \u5728Snowflake\u548cDatabricks\u4e4b\u95f4\u9010\u6e10\u5347\u7ea7\u7684\u7ade\u4e89\u4e2d\uff0c\u6700\u660e\u663e\u7684\u8d62\u5bb6\u5e94\u8be5\u662f\u4ed6\u4eec\u7684\u5ba2\u6237\u3002\u8fd9\u4e24\u5bb6\u5de8\u5934\u6b63\u5728\u5feb\u901f\u4e3a\u4ed6\u4eec\u7684\u5e73\u53f0\u6dfb\u52a0\u65b0\u9896\u7684\u4ea7\u54c1\u548c\u670d\u52a1\uff0c\u6784\u5efa\u201c\u4e00\u7ad9\u5f0f\u5546\u5e97\u201d\uff0c\u4f9b\u5ba2\u6237\u6784\u5efa\u6570\u636e\u5e94\u7528\u7a0b\u5e8f\u5e76\u5229\u7528LLMs\u3002\u8fd9\u79cd\u5e73\u53f0\u589e\u5f3a\u5c06\u6709\u52a9\u4e8e\u6c11\u4e3b\u5316\u8bbf\u95ee\u4eba\u5de5\u667a\u80fd\uff0c\u5e76\u8ba9\u6570\u636e\u79d1\u5b66\u5bb6\u3001\u6570\u636e\u5de5\u7a0b\u5e08\u548c\u4eba\u5de5\u667a\u80fd\u4ece\u4e1a\u8005\u80fd\u591f\u66f4\u6709\u610f\u4e49\u5730\u8fdb\u884c\u5408\u4f5c\u3002<\/p>\n

3.Azure\u548cAWS\u5c06\u8d5a\u53d6\u66f4\u591a\u7684\u5229\u6da6<\/strong>\u2192 \u968f\u7740Snowflake\u548cDatabricks\u7ee7\u7eed\u5728AI\u5e02\u573a\u4e0a\u8fdb\u4e00\u6b65\u6269\u5f20\uff0c\u5b83\u4eec\u5c06\u9700\u8981\u5927\u91cf\u7684\u8ba1\u7b97\u80fd\u529b\uff0c\u4e3b\u8981\u7531Azure\u548cAWS\u63d0\u4f9b\u3002\u6570\u636e\u5de5\u7a0b\u5e08Anant Packidurali\u654f\u9510\u5730\u89c2\u5bdf\u5230\u8fd9\u4e00\u70b9\u3002\u4e0eNvidia\u5728AI\u4e2d\u53d7\u76ca\u4e00\u6837\uff0c\u4e3aSnowflake\u548cDatabricks\u7684\u8ba1\u7b97\u9700\u6c42\u63d0\u4f9b\u57fa\u7840\u8bbe\u65bd\u7684\u8d85\u5927\u89c4\u6a21\u4e91\u670d\u52a1\u63d0\u4f9b\u5546\u65e0\u8bba\u8c01\u5728AI\u7ade\u4e89\u4e2d\u83b7\u80dc\uff0c\u90fd\u5c06\u83b7\u5f97\u5229\u76ca\u3002<\/p>\n

\u968f\u7740\u4f01\u4e1a\u5bf9\u6570\u636e\u7684\u4f9d\u8d56\u7a0b\u5ea6\u8d8a\u6765\u8d8a\u9ad8\uff0c\u4ee5\u652f\u6301\u5176\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6218\u7565\uff0c\u6211\u4eec\u76f8\u4fe1Snowflake\u548cDatabricks\u90fd\u5904\u4e8e\u826f\u597d\u7684\u4f4d\u7f6e\uff0c\u53ef\u4ee5\u5229\u7528\u8fd9\u4e00\u4ee3\u7684\u8f6c\u53d8\u3002\u5c3d\u7ba1\u5b83\u4eec\u6765\u81ea\u4ef7\u503c\u94fe\u7684\u4e0d\u540c\u90e8\u5206\uff0c\u5e76\u4e14\u5b83\u4eec\u7684\u5173\u7cfb\u5728\u8fc7\u53bb\u5341\u5e74\u7684\u53d1\u5c55\u4e2d\u53d1\u751f\u4e86\u53d8\u5316\uff0c\u4f46\u5b83\u4eec\u73b0\u5728\u6b63\u5904\u4e8e\u4e00\u573a\u5956\u52b1\u5de8\u5927\u7684\u7ade\u8d5b\u4e2d\u3002<\/p>\n

\"\u56fe\u7247\"<\/p>\n

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