{"id":120818,"date":"2024-07-15T06:23:41","date_gmt":"2024-07-15T05:23:41","guid":{"rendered":"https:\/\/www.artefact.com\/?page_id=120818"},"modified":"2024-09-24T11:25:03","modified_gmt":"2024-09-24T10:25:03","slug":"skaff-platform-data-ai-accelerators","status":"publish","type":"page","link":"https:\/\/www.artefact.com\/zh\/technologies\/skaff-platform-data-ai-accelerators\/","title":{"rendered":"\u65af\u5361\u592b"},"content":{"rendered":"

\u65af\u5361\u592b\u662f\u4e00\u4e2a\u5b75\u5316\u5668
\n\u7528\u4e8e Artefact \u6280\u672f\u4ea7\u54c1<\/p><\/h1><\/div><\/div><\/div>

\u63d0\u9ad8\u6280\u672f\u4ea4\u4ed8\u6807\u51c6\u3002.
\n\u63d0\u9ad8\u5546\u4e1a\u6210\u529f\u7387\u3002.
\n\u5c06\u4eba\u5de5\u5236\u54c1\u5408\u5e76\u4e3a data\u3002.<\/p><\/h2><\/div><\/div><\/div>

\"Logo<\/span><\/div><\/div><\/div><\/div><\/div>

Skaff \u63d0\u4f9b\u5f00\u6e90\u77e5\u8bc6\u548c\u53ef\u90e8\u7f72\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u4ee5\u89e3\u51b3\u57fa\u7840\u6280\u672f\u95ee\u9898<\/h2><\/div><\/div><\/div>

\u5728 data \u548c AI \u9879\u76ee\u80fd\u591f\u5c55\u793a\u4ef7\u503c\u4e4b\u524d\uff0c\u9700\u8981\u5927\u91cf\u7684\u6280\u672f\u5f00\u9500<\/p>\n<\/div>

Skaff \u610f\u8bc6\u5230\u8fd9\u4e00\u57fa\u7840\u6027\u5de5\u4f5c\uff0c\u5e76\u5efa\u7acb\u4e86\u9ad8\u8d28\u91cf\u7684\u52a0\u901f\u5668\u6765\u7b80\u5316\u6784\u5efa\u548c\u90e8\u7f72\uff0c\u4f7f\u56e2\u961f\u80fd\u591f\u4e13\u6ce8\u4e8e\u589e\u503c\u5de5\u4f5c\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/div>

\u77e5\u8bc6
\n\u5305<\/p><\/h3><\/div>

\u8dd1\u6b65\u8d77\u6b65<\/strong><\/p>\n<\/div>

\u901a\u8fc7\u5b66\u4e60\u6211\u4eec\u7684\u77e5\u8bc6\u5305\uff0c\u52a0\u5feb\u6280\u672f\u6216\u4e13\u4e1a\u77e5\u8bc6\u7684\u5165\u95e8\u901f\u5ea6\u3002.<\/p>\n<\/div>

\u76d2\u5b50\u91cc\u6709\u4ec0\u4e48\uff1f<\/strong><\/p>\n<\/div>

\u77e5\u8bc6\u5305\u5305\u62ec 45 \u5206\u949f\u7684\u5b9e\u8df5\u64cd\u4f5c\u3001,
\n\u4ee5\u53ca\u6211\u4eec\u5bf9\u5982\u4f55
\n\u63a5\u8fd1\u4e3b\u9898\u3002.<\/p>\n<\/div>

\u8bd5\u4e00\u8bd5<\/strong><\/p>\n<\/div>

\u4f7f\u7528\u4ee5\u4e0b\u5de5\u5177\u5728 GCP \u4e0a\u6784\u5efa ML \u7ba1\u9053
\n\u6211\u4eec\u7684 Vertex AI \u5165\u95e8\u5957\u4ef6\u3002.<\/a><\/p>\n<\/div><\/div><\/div>

\u53ef\u90e8\u7f72\u8f6f\u4ef6\u5305<\/h3><\/div>

\u5220\u7e41\u5c31\u7b80<\/b><\/p>\n<\/div>

\u901a\u8fc7\u4f7f\u7528\u73b0\u6210\u7684\u5f00\u6e90\u8f6f\u4ef6\uff0c\u52a0\u901f data \u9879\u76ee\u7684\u5f00\u53d1\u548c\u4ea7\u4e1a\u5316\u3002.<\/p>\n<\/div>

\u5b83\u770b\u8d77\u6765\u50cf\u4ec0\u4e48\uff1f<\/b><\/p>\n<\/div>

\u8fd9\u4e9b\u52a0\u901f\u5668\u53ef\u4ee5\u662f Python \u8f6f\u4ef6\u5305\u3001,
\nTerraform \u6a21\u5757\u3001Git \u4ed3\u5e93\u6a21\u677f\u3001,
\n\u4eea\u8868\u76d8\u7ebf\u6846\u7b49\u3002.<\/p>\n<\/div>

\u8bd5\u4e00\u8bd5<\/strong><\/p>\n<\/div>

\u4f7f\u7528\u4ee5\u4e0b\u5de5\u5177\u5feb\u901f\u8ddf\u8e2a Gen AI \u5e94\u7528\u7a0b\u5e8f<\/a>
\n\u6211\u4eec\u7684 Langchain \u5de5\u4e1a\u5316\u5957\u4ef6\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/div>

\u6210\u529f\u6848\u4f8b<\/h2><\/div><\/div><\/div>

\u79c1\u52df\u80a1\u6743\u6295\u8d44<\/strong><\/h3><\/div>

\u901a\u8fc7\u5229\u7528 Skaff \u7684 GenAI \u52a0\u901f\u5668\uff0cArtefact \u56e2\u961f\u8fc5\u901f\u8bc1\u660e\u4e86\u901a\u8fc7\u7d22\u5f15\u548c\u67e5\u8be2\u975e\u7ed3\u6784\u5316 data \u5e76\u8d2d\u53ef\u4ee5\u8282\u7701\u5927\u91cf\u65f6\u95f4\u3002.<\/p>\n

\u5206\u6790\u5e08\u80fd\u591f\u7528\u81ea\u7136\u8bed\u8a00\u63d0\u51fa\u6709\u5173\u5c3d\u804c\u8c03\u67e5\u6587\u4ef6\u3001\u5e02\u573a\u7814\u7a76\u3001\u4e13\u5bb6\u8bbf\u8c08\u548c\u5176\u4ed6 reports \u7684\u95ee\u9898\u3002\u8fd9\u6837\u5c31\u53ef\u4ee5\u8f7b\u677e\u5730\u4ea4\u53c9\u5f15\u7528\u4fe1\u606f\uff0c\u5927\u5927\u63d0\u9ad8\u4e86\u5de5\u4f5c\u6548\u7387\u3002.<\/p>\n

\u7eff\u706f\u4eae\u8d77\uff0c\u53ef\u6269\u5c55\u81f3 1500 \u4e2a\u7528\u6237\u3002.<\/p>\n<\/div><\/div><\/div>

\u6d88\u8d39\u7f8e\u5bb9<\/strong><\/h3><\/div>

\u5728\u6784\u5efa data platform \u4ee5\u652f\u6301\u8425\u9500\u7528\u4f8b\u65f6\uff0c\u4f7f\u7528 Skaff \u52a0\u901f\u5668\u53ef\u5feb\u901f\u90e8\u7f72 data \u6e56\u3001data \u7ba1\u9053\u3001\u8bbf\u95ee\u63a7\u5236\u3001finops \u548c data governance\u3002.<\/p>\n

\u53ea\u9700\u51e0\u5929\u800c\u4e0d\u662f\u51e0\u5468\u6216\u51e0\u4e2a\u6708\u7684\u65f6\u95f4\uff0cdata \u5de5\u7a0b\u5e08\u5c31\u80fd\u96c6\u4e2d\u7cbe\u529b\u6253\u9020 data \u4ea7\u54c1\uff0c\u5e76\u4e3a\u54c1\u724c\u7684\u6218\u7565\u7528\u4f8b\u63d0\u4f9b\u670d\u52a1\u3002.<\/p>\n<\/div><\/div><\/div>

RETAIL<\/strong><\/h3><\/div>

\u4e3a\u4e86\u5728\u6b3a\u8bc8\u68c0\u6d4b\u4f7f\u7528\u6848\u4f8b\u4e2d\u5206\u6790\u6765\u81ea\u9500\u552e\u70b9\u7684 data \u6570\u636e\u6d41\uff0cSkaff \u7684 dbt \u670d\u52a1\u5668\u52a0\u901f\u5668\u88ab\u7528\u6765\u90e8\u7f72\u548c\u5b89\u6392\u5206\u6790\u7ba1\u9053\u3002.<\/p>\n

\u8fd9\u4f7f Artefact \u56e2\u961f\u80fd\u591f\u8fc5\u901f\u6df1\u5165\u4e86\u89e3\u6b3a\u8bc8\u68c0\u6d4b\u4e8b\u4ef6\u548c\u5176\u4ed6\u4e8b\u4ef6<\/p>\n

\u6709\u4e86\u8fd9\u4e2a\u968f\u65f6\u53ef\u7528\u7684\u52a0\u901f\u5668\uff0c\u4ed6\u4eec\u53ef\u4ee5\u8282\u7701\u6570\u5468\u7684\u5f00\u53d1\u65f6\u95f4\uff0c\u4e13\u6ce8\u4e8e\u4ed6\u4eec\u7684\u4ea7\u54c1\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/div>

\u8ba4\u8bc6 SKAFF \u5de5\u4f5c\u4eba\u5458<\/p><\/div>

\u8054\u7cfb\u6211\u4eec<\/span><\/a><\/div><\/div><\/div>
\"Alexis<\/a><\/span><\/div><\/div><\/div>
\"Robin<\/a><\/span><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>

\u6211\u4eec\u7684\u6280\u672f\u4e13\u5bb6\u64b0\u5199\u7684 Medium \u535a\u5ba2\u6587\u7ae0<\/h2><\/div><\/div><\/div>
<\/div>

\u4e00\u6b21\u4e00\u4e2a\u4ee4\u724c\u5730\u68c0\u6d4b LLM \u4e2d\u7684\u5e7b\u89c9<\/p>

\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u80fd\u529b\u4ee4\u4eba\u60ca\u53f9\u3002\u5b83\u4eec\u603b\u7ed3\u3001\u7ffb\u8bd1\u3001\u63a8\u7406\u548c\u7f16\u7801\uff08\u6bd4\u6211\u505a\u5f97\u66f4\u597d\uff09\u3002\u4f46\u4e0e\u6211\u4e0d\u540c\u7684\u662f\uff0c\u5b83\u4eec\u4e5f\u56e0\u53d1\u660e...<\/p><\/div>

<\/img><\/a><\/a><\/div>
\u9605\u8bfb\u66f4\u591a<\/a><\/div><\/div>
<\/i><\/span>11 5 \u6708 2026<\/span><\/div><\/div><\/div><\/div>
<\/div>

\u672a\u6765\u7684\u4ee3\u7406 AI \u662f\u5426\u4f1a\u4f9d\u8d56\u4e8e\u77e5\u8bc6\u56fe\u8c31\uff1f<\/p>

\u968f\u7740\u4f01\u4e1a\u6025\u4e8e\u5c06 AI \u6295\u5165\u8fd0\u884c\uff0c\u5927\u591a\u6570\u4f01\u4e1a\u53d1\u73b0\u4ed6\u4eec\u7684 data \u57fa\u7840\u8bbe\u65bd\u6839\u672c\u4e0d\u662f\u4e3a\u81ea\u4e3b\u63a8\u7406\u800c\u8bbe\u8ba1\u7684\u3002\u5982\u4eca\uff0c\u591a\u8fbe 80% \u7684 AI \u5b9e\u65bd...<\/p><\/div>

<\/img><\/a><\/a><\/div>
\u9605\u8bfb\u66f4\u591a<\/a><\/div><\/div>
<\/i><\/span>02 12 \u6708 2025<\/span><\/div><\/div><\/div><\/div>
<\/div>

\u4e30\u5bcc DIY \u4f53\u9a8c\uff1aADEO \u5982\u4f55\u4f7f\u7528 AI \u8fde\u63a5\u5185\u5bb9\u548c\u77e5\u8bc6<\/p>

\u5206\u7c7b\u4f18\u5316\u662f\u96f6\u552e\u4e1a\u7684\u4e00\u4e2a\u5173\u952e\u6d41\u7a0b\uff0c\u5b83\u6d89\u53ca\u5230\u7b56\u5212\u7406\u60f3\u7684\u4ea7\u54c1\u7ec4\u5408\u4ee5\u6ee1\u8db3\u6d88\u8d39\u8005\u9700\u6c42\uff0c\u540c\u65f6\u8003\u8651\u5230\u8bb8\u591a\u7269\u6d41\u56e0\u7d20\u3002.<\/p><\/div>

<\/img><\/a><\/a><\/div>
\u9605\u8bfb\u66f4\u591a<\/a><\/div><\/div>
<\/i><\/span>09 10 \u6708 2025<\/span><\/div><\/div><\/div><\/div>
<\/div>

MotherDuck \u89e3\u8bfb\uff1a\u65b0\u4e00\u4ee3 AI \u548c\u5206\u6790\u89e3\u51b3\u65b9\u6848\u5982\u4f55\u878d\u5165\u60a8\u7684 Data \u5806\u6808<\/p>

MotherDuck \u901a\u8fc7\u534f\u4f5c\u529f\u80fd\u5c06 DuckDB \u7684\u5206\u6790\u6027\u80fd\u6269\u5c55\u5230 cloud\uff0c\u63d0\u4f9b\u6bd4 BigQuery \u5feb 4 \u500d\u7684\u6027\u80fd\uff0c\u5e76\u901a\u8fc7...<\/p><\/div>

<\/img><\/a><\/a><\/div>
\u9605\u8bfb\u66f4\u591a<\/a><\/div><\/div>
<\/i><\/span>02 10 \u6708 2025<\/span><\/div><\/div><\/div><\/div>
<\/div>

\u5229\u7528 Python \u4e2d\u7684\u79bb\u6563\u9009\u62e9\u6a21\u578b\u8fdb\u884c\u5206\u7c7b\u4f18\u5316<\/p>

\u5206\u7c7b\u4f18\u5316\u662f\u96f6\u552e\u4e1a\u7684\u4e00\u4e2a\u5173\u952e\u6d41\u7a0b\uff0c\u5b83\u6d89\u53ca\u5230\u7b56\u5212\u7406\u60f3\u7684\u4ea7\u54c1\u7ec4\u5408\u4ee5\u6ee1\u8db3\u6d88\u8d39\u8005\u9700\u6c42\uff0c\u540c\u65f6\u8003\u8651\u5230\u8bb8\u591a\u7269\u6d41\u56e0\u7d20\u3002.<\/p><\/div>

<\/img><\/a><\/a><\/div>
\u9605\u8bfb\u66f4\u591a<\/a><\/div><\/div>
<\/i><\/span>19 2 \u6708 2025<\/span><\/div><\/div><\/div><\/div>
<\/div>

\u504f\u597d\u5bf9\u9f50\u603b\u662f\u589e\u5f3a\u57fa\u4e8e LLM \u7ffb\u8bd1\u7684\u6700\u4f73\u9009\u62e9\u5417\uff1f\u5b9e\u8bc1\u5206\u6790<\/p>

\u7528\u4e8e\u673a\u5668\u7ffb\u8bd1\uff08MT\uff09\u8bc4\u4f30\u7684\u795e\u7ecf\u6307\u6807\u56e0\u5176\u4e0e\u4eba\u7c7b\u5224\u65ad\u7684\u76f8\u5173\u6027\u4f18\u4e8e\u4f20\u7edf\u8bcd\u6c47\u6307\u6807\u800c\u65e5\u76ca\u7a81\u51fa\u3002<\/p><\/div>

<\/img><\/a><\/a><\/div>
\u9605\u8bfb\u66f4\u591a<\/a><\/div><\/div>
<\/i><\/span>03 12 \u6708 2024<\/span><\/div><\/div><\/div><\/div>
<\/div>

\u9009\u62e9-\u5b66\u4e60\uff1a\u4ece\u673a\u5668\u5b66\u4e60\u7684\u89d2\u5ea6\u4e3a\u4e1a\u52a1\u73af\u5883\u5efa\u7acb\u5927\u89c4\u6a21\u9009\u62e9\u6a21\u578b<\/p>

\u79bb\u6563\u9009\u62e9\u6a21\u578b\u7684\u76ee\u7684\u662f\u9884\u6d4b\u4e2a\u4eba\u4ece\u88ab\u79f0\u4e3a \"\u54c1\u79cd \"\u7684\u5907\u9009\u65b9\u6848\u4e2d\u505a\u51fa\u7684\u9009\u62e9\u51b3\u5b9a\u3002\u8457\u540d\u7684\u5e94\u7528\u6848\u4f8b\u5305\u62ec\u9884\u6d4b...<\/p><\/div>

<\/img><\/a><\/a><\/div>
\u9605\u8bfb\u66f4\u591a<\/a><\/div><\/div>
<\/i><\/span>07 10 \u6708 2024<\/span><\/div><\/div><\/div><\/div>
<\/div>

\u751f\u6210\u5f0f AI \u65f6\u4ee3\uff1a\u6b63\u5728\u53d1\u751f\u7684\u53d8\u5316<\/p>

\u5bf9 ChatGPT \u548c\u5176\u4ed6\u751f\u6210\u6027 AI \u7684\u5927\u91cf\u548c\u591a\u6837\u5316\u56de\u5e94\uff0c\u65e0\u8bba\u662f\u6000\u7591\u8fd8\u662f\u70ed\u60c5\uff0c\u90fd\u8868\u660e\u4e86\u5b83\u4eec\u6b63\u5728\u5e26\u6765\u7684\u53d8\u5316\u548c\u5f71\u54cd\u3002.<\/p><\/div>

<\/img><\/a><\/a><\/div>
\u9605\u8bfb\u66f4\u591a<\/a><\/div><\/div>
<\/i><\/span>21 9 \u6708 2024<\/span><\/div><\/div><\/div><\/div>
<\/div>

Artefact \u5982\u4f55\u4e3a\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u5f00\u53d1\u516c\u5e73\u800c\u7b80\u5355\u7684\u804c\u4e1a\u7cfb\u7edf<\/p>

\u5728\u5f53\u4eca\u5145\u6ee1\u6d3b\u529b\u3001\u4e0d\u65ad\u53d1\u5c55\u7684\u79d1\u6280\u884c\u4e1a\u4e2d\uff0c\u804c\u4e1a\u9053\u8def\u5f80\u5f80\u4f1a\u8ba9\u4eba\u611f\u89c9\u50cf\u5728\u673a\u4f1a\u5bc6\u6797\u4e2d\u873f\u8712\u66f2\u6298\u3002\u968f\u7740\u79d1\u6280\u884c\u4e1a\u7684\u5feb\u901f\u53d1\u5c55\uff0c\u6211\u4eec\u7684\u804c\u4e1a\u751f\u6daf\u4e5f\u5728\u4e0d\u65ad\u53d8\u5316\u3002.<\/p><\/div>

<\/img><\/a><\/a><\/div>
\u9605\u8bfb\u66f4\u591a<\/a><\/div><\/div>
<\/i><\/span>15 5 \u6708 2024<\/span><\/div><\/div><\/div><\/div>
<\/div>

\u4e3a\u4ec0\u4e48\u9700\u8981 LLMOps<\/p>

\u672c\u6587\u4ecb\u7ecd\u4e86 LLMOps\uff0c\u8fd9\u662f\u4e00\u4e2a\u878d\u5408\u4e86 DevOps \u548c MLOps \u7684\u4e13\u4e1a\u5206\u652f\uff0c\u7528\u4e8e\u7ba1\u7406\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u5e26\u6765\u7684\u6311\u6218...<\/p><\/div>

<\/img><\/a><\/a><\/div>
\u9605\u8bfb\u66f4\u591a<\/a><\/div><\/div>
<\/i><\/span>08 2 \u6708 2024<\/span><\/div><\/div><\/div><\/div>
<\/div>

\u91ca\u653e LangChain Expression Language (LCEL) \u7684\u529b\u91cf\uff1a\u4ece\u6982\u5ff5\u9a8c\u8bc1\u5230\u4ea7\u54c1\u5316<\/p>

\u5728\u4e0d\u5230\u4e00\u5e74\u7684\u65f6\u95f4\u91cc\uff0cLangChain \u5df2\u6210\u4e3a\u4e0e LLM \u4ea4\u4e92\u7684\u6700\u5e38\u7528 Python \u5e93\u4e4b\u4e00\uff0c\u4f46 LangChain \u4e3b\u8981\u662f\u4e00\u4e2a\u5e93...<\/p><\/div>

<\/img><\/a><\/a><\/div>
\u9605\u8bfb\u66f4\u591a<\/a><\/div><\/div>
<\/i><\/span>31 1 \u6708 2024<\/span><\/div><\/div><\/div><\/div>
<\/div>

\u6211\u4eec\u5982\u4f55\u4f7f\u7528 Treasure Data Unification \u548c SQL \u5904\u7406\u914d\u7f6e\u6587\u4ef6 ID \u8c03\u8282<\/p>

\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u5c06\u89e3\u91ca ID \u534f\u8c03\u6240\u9762\u4e34\u7684\u6311\u6218\uff0c\u5e76\u5c55\u793a\u6211\u4eec\u5728\u5ba2\u6237 Data \u5e73\u53f0\u4e2d\u521b\u5efa\u7edf\u4e00\u914d\u7f6e\u6587\u4ef6 ID \u7684\u65b9\u6cd5\uff0c\u7279\u522b\u662f...<\/p><\/div>

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\u9605\u8bfb\u66f4\u591a<\/a><\/div><\/div>
<\/i><\/span>03 1 \u6708 2024<\/span><\/div><\/div><\/div><\/div><\/div><\/div>