{"id":95,"date":"2026-11-14T11:05:59","date_gmt":"2026-11-14T03:05:59","guid":{"rendered":"https:\/\/www.songkl.space\/?p=95"},"modified":"2026-11-14T11:05:59","modified_gmt":"2026-11-14T03:05:59","slug":"tech-news-2026-11-14","status":"publish","type":"post","link":"https:\/\/www.songkl.space\/?p=95","title":{"rendered":"2026-11-14 \u5f00\u6e90\u4e0e\u524d\u6cbf\u6280\u672f\u52a8\u6001"},"content":{"rendered":"\n

11 \u6708 13 \u65e5\u7684\u5f00\u6e90\u4e0e\u6280\u672f\u5708\uff0c\u4e24\u6761\u4e3b\u7ebf\u540c\u65f6\u63a8\u8fdb\u3002\u5f00\u6e90\u4fa7\u662f\u56fd\u4ea7\u9879\u76ee\u7684\u5bc6\u96c6\u8fed\u4ee3\u4e0e\u4e00\u6b21\u544a\u522b\u7684\u91cd\u91cf\uff1a\u6570\u636e\u4e2d\u53f0 qData \u4fee\u8865 ETL \u5b57\u6bb5\u5904\u7406\u4e0e\u589e\u91cf\u8bfb\u53d6\uff0c\u4ee3\u7801\u751f\u6210\u5668\u5149\u8239 1.1.0 \u628a\u5927\u6a21\u578b\u63a5\u8fdb\u751f\u6210\u6d41\u7a0b\uff0cMetaForge 2026.0.0 \u7528 700 \u4f59\u9879\u6539\u8fdb\u91cd\u505a\u6570\u636e\u5de5\u4f5c\u53f0\uff0cPython \u4e4b\u7985\u7684\u4f5c\u8005 Tim Peters \u79bb\u4e16\u3002\u4ea7\u4e1a\u4fa7\u5219\u662f\u683c\u5c40\u9707\u52a8\uff1a\u82f1\u4f1f\u8fbe\u521b\u59cb\u4eba\u9ec4\u4ec1\u52cb\u95ea\u8f9e\u5f15\u53d1\u7b97\u529b\u94fe\u6761\u8fde\u9501\u53cd\u5e94\uff0c\u95ee\u754c\u65b0 M8 \u5b9a\u4ef7\u53d1\u5e03\uff0c\u5fae\u8f6f\u5168\u7403\u670d\u52a1\u4e2d\u65ad\u9053\u6b49\uff0cSpaceX \u661f\u8230\u9996\u6b21\u52a9\u63a8\u5668\u6d77\u4e0a\u6355\u83b7\u843d\u7a7a\uff0cDeepSeek \u5f00\u653e\u5168\u5bb6\u6876\u5e94\u7528 API\u3002<\/p>\n\n\n\n

1. \u5149\u8239 1.1.0 \u7279\u9ed8\u5c14\u5c1d\u9c9c\u7248\u4e8c\uff1aAI \u751f\u6210\u4f1a\u8bdd\u4e0e\u9879\u76ee\u8bbe\u7f6e\u3002WebAssembly \u901a\u7528\u4ee3\u7801\u751f\u6210\u5668\u300c\u5149\u8239\u300d\u7531 Java \u64b0\u5199\uff0c\u672c\u6b21\u53d1\u5e03 1.1.0 \u7279\u9ed8\u5c14\u5c1d\u9c9c\u7248\u4e8c\uff0c\u65b0\u589e\u4eba\u5de5\u667a\u80fd\u751f\u6210\u4f1a\u8bdd\u548c\u9879\u76ee\u8bbe\u7f6e\u529f\u80fd\u3002\u9879\u76ee\u9aa8\u67b6\u8fc1\u79fb\u81f3 SpringBoot 4.1.1 \u4e0e SpringAI 2.0.1\uff0c\u901a\u8fc7 MCP \u534f\u8bae\u8fde\u901a\u5927\u8bed\u8a00\u6a21\u578b\u5e76\u7ecf OpenRouter \u63a5\u5165\u591a\u79cd\u6a21\u578b\uff0c\u4eba\u5de5\u667a\u80fd\u64cd\u4f5c\u754c\u9762\u53ef\u56de\u8c03 MCP Server \u5b8c\u6210\u81ea\u52a8\u89e3\u6790\u4e0e\u4ee3\u7801\u751f\u6210\u3002\u53ef mvn spring-boot:run \u542f\u52a8\uff0c\u670d\u52a1\u5728 http:\/\/localhost:8080 \u63d0\u4f9b\u3002<\/p>\n\n\n\n

2. qData \u6570\u636e\u4e2d\u53f0 v1.6.7\uff1a\u4fee\u6d88\u606f\u901a\u77e5\u4e0e\u589e\u91cf\u8bfb\u53d6\u3002\u5f00\u6e90\u6570\u636e\u4e2d\u53f0 qData \u53d1\u5e03 v1.6.7\uff0c\u672a\u52a0\u65b0\u6a21\u5757\uff0c\u96c6\u4e2d\u4fee\u4e09\u5904\uff1a\u6d88\u606f\u901a\u77e5\u533a\u5206\u5df2\u8bfb\u72b6\u6001\u4e0e\u4e2a\u4eba\u6d88\u606f\uff0c\u6570\u636e\u96c6\u6210\u6309\u914d\u7f6e\u6761\u4ef6\u6267\u884c\u65f6\u95f4\u8303\u56f4\u589e\u91cf\u8bfb\u53d6\uff0cETL \u5b57\u6bb5\u79fb\u9664\u89c4\u5219\u4fee\u590d\u540e\u4fdd\u7559\u5b57\u6bb5\u539f\u540d\u4e0d\u518d\u89e6\u53d1 Spark \u5b57\u6bb5\u8868\u8fbe\u5f0f\u5f02\u5e38\uff0c\u79fb\u9664\u53ea\u5f71\u54cd\u672c\u6d41\u7a0b\u4f20\u7ed9\u4e0b\u6e38\u7684\u5b57\u6bb5\uff0c\u4e0d\u5220\u6e90\u8868\u4e0e\u76ee\u6807\u8868\u7684\u5217\u3002\u8be5\u5e73\u53f0\u540e\u7aef\u57fa\u4e8e Spring Boot\u3001\u524d\u7aef\u57fa\u4e8e Vue 3\uff0c\u5f15\u64ce\u53ef\u9009 DataX \u6216 Spark\u3002<\/p>\n\n\n\n

3. \u5199\u300aPython \u4e4b\u7985\u300b\u7684 Tim Peters \u53bb\u4e16\u3002Python \u521b\u59cb\u4eba Guido van Rossum \u5728\u5b98\u65b9\u8bba\u575b\u53d1\u5e16 In Memoriam: Tim Peters 1952\u20132026\uff0c\u786e\u8ba4\u5176\u4e8e 2026 \u5e74 7 \u6708 15 \u65e5\u53bb\u4e16\uff0c\u4eab\u5e74 74 \u5c81\u3002\u5176 1999 \u5e74\u6240\u4f5c\u300aPython \u4e4b\u7985\u300b2004 \u5e74\u6536\u5f55\u4e3a PEP 20\uff0cimport this \u81f3\u4eca\u4ecd\u53ea\u6253\u5370 19 \u6761\uff0c\u7b2c 20 \u6761\u7a7a\u7f3a\u81f3\u4eca\uff1b2002 \u5e74\u8bbe\u8ba1\u7684 Timsort \u6392\u5e8f\u7b97\u6cd5\u88ab Java \u4e0e Android \u91c7\u7eb3\uff0cCPython \u7684 sorted() \u81f3\u4eca\u8fd0\u884c\u5728\u5b83\u4e4b\u4e0a\u3002\u4ed6\u8fd8\u6df1\u5ea6\u53c2\u4e0e\u5185\u5b58\u5206\u914d\u5668\u4e0e\u5faa\u73af\u5783\u573e\u56de\u6536\u7b49\u5e95\u5c42\u4f18\u5316\u3002<\/p>\n\n\n\n

4. \u9ec4\u4ec1\u52cb\u8f9e\u4efb\u82f1\u4f1f\u8fbe CEO\uff0cCFO \u63a5\u4efb\u4e34\u65f6\u638c\u95e8\u3002\u82f1\u4f1f\u8fbe 11 \u6708 12 \u65e5\u5ba3\u5e03\u8054\u5408\u521b\u59cb\u4eba\u9ec4\u4ec1\u52cb\u8f9e\u53bb\u603b\u88c1\u3001CEO \u53ca\u8463\u4e8b\u4f1a\u6210\u5458\u804c\u52a1\uff0c\u5373\u523b\u751f\u6548\uff0c\u7ed3\u675f 33 \u5e74\u638c\u8235\u751f\u6daf\u3002\u6267\u884c\u526f\u603b\u88c1\u517c CFO \u79d1\u83b1\u7279\u00b7\u514b\u96f7\u65af\u51fa\u4efb\u4e34\u65f6 CEO \u5e76\u7ee7\u7eed\u517c\u4efb\u539f\u804c\uff0c\u8463\u4e8b\u4f1a\u542f\u52a8\u6b63\u5f0f CEO \u9074\u9009\uff0c\u53e6\u4efb\u547d\u54c8\u7ef4\u00b7\u743c\u65af\u4e3a\u516c\u53f8\u9996\u4f4d\u8463\u4e8b\u4f1a\u4e3b\u5e2d\u3002\u516c\u544a\u672a\u8bf4\u660e\u8f9e\u804c\u539f\u56e0\uff0c\u6b64\u524d\u8463\u4e8b\u4f1a\u5df2\u5c31\u5176\u8fd1\u671f\u4e2a\u4eba\u98ce\u6ce2\u5c55\u5f00\u72ec\u7acb\u8c03\u67e5\u3002<\/p>\n\n\n\n

5. MetaForge 2026.0.0 \u53d1\u5e03\uff0c700 \u4f59\u9879\u6539\u8fdb\u3002\u5f00\u6e90\u6570\u636e\u7ba1\u7406\u5e73\u53f0\u7531 DataCap \u66f4\u540d\u800c\u6765\u7684 MetaForge \u6b63\u5f0f\u53d1\u5e03 2026.0.0\uff0c\u8ddd 2025.1.1 \u4e00\u5e74\u591a\uff0c\u542b 700 \u4f59\u9879\u6539\u8fdb\u4e0e\u67b6\u6784\u91cd\u6784\u3002\u5168\u65b0\u6570\u636e\u5e93\u5de5\u4f5c\u53f0\u6574\u5408\u8868\u7ed3\u6784\u3001\u7d22\u5f15\u3001\u5916\u952e\u3001\u89e6\u53d1\u5668\u4e0e DDL\uff0c\u652f\u6301 ER \u56fe\u548c\u7ed3\u6784\u6570\u636e\u5bf9\u6bd4\uff1bSQL \u63a7\u5236\u53f0\u6539\u4e3a IDE \u98ce\u683c\u4e09\u680f\u5e03\u5c40\u5e76\u6362\u7528 ECharts\uff1b\u65b0\u589e Kafka\u3001ZooKeeper\u3001\u963f\u91cc\u4e91 OSS\u3001HDFS \u9a71\u52a8\uff0c\u540c\u6b65\u5f15\u64ce\u6539\u7528\u6d41\u5f0f\u8bfb\u53d6\u5e76\u8865\u4e0a\u5199\u5931\u8d25\u91cd\u8bd5\u3002<\/p>\n\n\n\n

6. DeepSeek \u5f00\u653e\u5168\u5bb6\u6876\u5e94\u7528 API\u3002DeepSeek \u5ba3\u5e03\u5f00\u653e\u5168\u5bb6\u6876\u5e94\u7528 API\uff0cV4.1-Flash \u6a21\u578b\uff08deepseek-flash\uff09\u5728 Messages\u3001Responses \u4e0e Chat Completions \u63a5\u53e3\u4e0b\u5747\u53ef\u7528\u3002\u975e\u601d\u8003\u6a21\u5f0f\u5f00\u542f deepseek_web_search \u53ef\u81ea\u52a8\u8054\u7f51\u641c\u7d22\u5e76\u9644\u5f15\u7528\uff0c\u601d\u8003\u6a21\u5f0f\u652f\u6301\u591a\u6b65\u63a8\u7406\u81ea\u4e3b\u641c\u7d22\uff0c\u53e6\u652f\u6301 PDF\u3001Office\u3001\u56fe\u7247\u6587\u4ef6\u8f93\u5165\u4e0e deepseek_read_url \u9605\u8bfb\u94fe\u63a5\uff0c\u8fd8\u53ef\u5f00\u542f\u5b89\u5168\u6821\u9a8c\u53c2\u6570\u505a\u57fa\u7840\u98ce\u63a7\uff0c\u6b64\u524d\u9700\u81ea\u884c\u5bf9\u63a5\u5916\u90e8\u5de5\u5177\u7684\u8c03\u7528\u8854\u63a5\u73b0\u7531\u670d\u52a1\u7aef\u81ea\u52a8\u5b8c\u6210\u3002<\/p>\n\n\n\n

7. \u95ee\u754c\u65b0 M8 \u53d1\u5e03\uff0c37.98 \u4e07\u5143\u8d77\u3002\u8d5b\u529b\u65af\u5728\u95ee\u754c\u8d85\u7ea7\u5de5\u5382\u53d1\u5e03\u95ee\u754c\u65b0 M8\uff0c\u4e94\u5ea7\u4e0e\u516d\u5ea7\u7248\u672c\u5747\u63d0\u4f9b\u589e\u7a0b\u548c\u7eaf\u7535\u4e24\u79cd\u52a8\u529b\u3002\u589e\u7a0b\u7248\u552e\u4ef7 37.98 \u4e07\u81f3 46.98 \u4e07\u5143\uff0c\u7eaf\u7535\u7248 39.98 \u4e07\u81f3 46.98 \u4e07\u5143\uff0c\u8f83\u8001\u6b3e\u5bf9\u5e94\u7248\u672c\u5404\u6da8 1 \u4e07\u5143\u3002\u9996\u9500\u671f\u4eab\u81f3\u9ad8 3.5 \u4e07\u5143\u6743\u76ca\uff0c\u9e3f\u8499\u667a\u884c\u8001\u8f66\u4e3b\u589e\u8d2d\u6216\u7f6e\u6362\u518d\u51cf 2 \u4e07\u5143\u5c3e\u6b3e\uff0c\u95ee\u754c M8 \u7d2f\u8ba1\u4ea4\u4ed8\u5df2\u8d85 19 \u4e07\u8f86\u3002\u4f5c\u4e3a\u53cc\u65b9\u5408\u4f5c\u5347\u7ea7\u540e\u9996\u6b3e\u8f66\u578b\uff0c\u4f59\u627f\u4e1c\u4e0e\u5f20\u5174\u6d77\u8f6e\u6d41\u4ecb\u7ecd\u3002<\/p>\n\n\n\n

8. \u5fae\u8f6f\u5c31\u5168\u7403\u670d\u52a1\u4e2d\u65ad\u9053\u6b49\u3002\u5f53\u5730\u65f6\u95f4 11 \u6708 13 \u65e5\uff0c\u5fae\u8f6f\u5c31\u5bfc\u81f4\u6570\u767e\u4e07\u7528\u6237\u53d7\u5f71\u54cd\u7684\u5168\u7403\u6027\u670d\u52a1\u4e2d\u65ad\u9053\u6b49\uff0c\u79f0\u6545\u969c\u4e0e\u7f51\u7edc\u653b\u51fb\u6216 AI agents \u65e0\u5173\uff0c\u800c\u662f\u65e9\u5148\u4e00\u6b21\u7f51\u7edc\u5bb9\u91cf\u5347\u7ea7\u5f15\u53d1\u3002\u6545\u969c\u5bfc\u81f4 Teams\u3001Outlook \u53ca Copilot \u5728\u81f3\u5c11 70 \u4e2a\u56fd\u5bb6\u65e0\u6cd5\u4f7f\u7528\uff0c\u90e8\u5206\u7528\u6237\u9047\u5230\u95f4\u6b47\u6027\u8bbf\u95ee\u95ee\u9898\u3002\u82f1\u56fd NHS \u79f0\u9884\u7ea6\u670d\u52a1\u4ecd\u53ef\u7167\u5e38\uff0c\u7f8e\u56fd\u8054\u90a6\u653f\u5e9c\u53ca\u6cd5\u9662\u7cfb\u7edf\u4e5f\u62a5\u544a\u53d7\u5f71\u54cd\u3002<\/p>\n\n\n\n

9. SpaceX \u661f\u8230\u8d85\u91cd\u578b\u52a9\u63a8\u5668\u6355\u83b7\u53d6\u6d88\u3002SpaceX \u661f\u8230\u5b9e\u65bd\u7b2c 15 \u6b21\u98de\u884c\uff0c\u539f\u8ba1\u5212\u7528\u5854\u67b6\u6355\u83b7\u56de\u6536\u8d85\u91cd\u578b\u52a9\u63a8\u5668\u3002\u8fd4\u822a\u70b9\u706b\u540e\u52a9\u63a8\u5668\u4e34\u65f6\u6539\u9053\uff0c\u6700\u7ec8\u5728\u58a8\u897f\u54e5\u6e7e\u6d77\u4e0a\u6e85\u843d\u65f6\u8d77\u706b\u71c3\u70e7\uff0c\u8d85\u91cd\u578b V3 \u52a9\u63a8\u5668\u9996\u6b21\u6355\u83b7\u5c1d\u8bd5\u53d6\u6d88\u3002\u661f\u8230\u98de\u8239\u5df2\u8fdb\u5165\u7ea6 275 \u516c\u91cc\u8fd1\u5730\u8f68\u9053\u5e76\u5b8c\u6210\u90e8\u7f72 26 \u9897\u661f\u94fe V3 \u536b\u661f\uff0c\u5176\u9996\u6b21\u8fd4\u56de\u53d1\u5c04\u573a\u88ab\u6355\u83b7\u7684\u76ee\u6807\u4ecd\u5f85\u5b8c\u6210\u3002<\/p>\n\n\n\n

10. \u9ec4\u4ec1\u52cb\u95ea\u8f9e\u5f15\u53d1\u7684\u7b97\u529b\u94fe\u8fde\u9501\u53cd\u5e94\u3002\u9ec4\u4ec1\u52cb\u8f9e\u4efb\u6d88\u606f\u4e00\u51fa\uff0c\u82f1\u4f1f\u8fbe\u80a1\u4ef7\u76d8\u4e2d\u4e00\u5ea6\u66b4\u8dcc\u8d85\u8fc7 14%\uff0c\u6700\u7ec8\u6536\u8dcc 4.34%\uff0c\u5e02\u503c\u84b8\u53d1\u7ea6 1767 \u4ebf\u7f8e\u5143\u3002\u6df1\u5ea6\u7ed1\u5b9a\u7684 CoreWeave \u4e0b\u8dcc 6.9%\u3001Nebius \u66b4\u8dcc 16.8%\uff0c\u7ade\u4e89\u5bf9\u624b AMD \u6da8 5.86%\u3001\u535a\u901a\u6da8 5.54%\u3001Alphabet \u6da8 1.79%\u3002\u9a6c\u65af\u514b\u79f0\u9080\u5176\u52a0\u76df\u5c06\u662f\u8363\u5e78\uff0cEpic Games \u521b\u59cb\u4eba Tim Sweeney \u79f0\u8fd9\u662f\u82f1\u4f1f\u8fbe\u3001\u5f00\u53d1\u8005\u4e43\u81f3\u6574\u4e2a\u79d1\u6280\u884c\u4e1a\u60b2\u4f24\u7684\u4e00\u5929\u3002\u7279\u6717\u666e\u5219\u516c\u5f00\u70b9\u540d\uff0c\u8ba4\u4e3a\u53ea\u6709\u82f9\u679c\u524d CEO \u5e93\u514b\u80fd\u63a5\u66ff\u9ec4\u4ec1\u52cb\u3002<\/p>\n\n\n\n

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