{"id":50258,"date":"2023-03-05T06:09:49","date_gmt":"2023-10-21T00:07:17","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90%e4%b8%ba%e7%94%9f%e6%88%90ai%e5%ba%94%e7%94%a8%e7%9a%84%e5%90%91%e9%87%8f%e6%90%9c%e7%b4%a2%e3%80%91%e2%91%a5-rag-ai%e5%ba%94%e7%94%a8%e7%9a%84%e5%ae%9e%e6%96%bd%e3%80%9c%e6%89%a7%e8%a1%8c\/"},"modified":"2024-04-29T17:27:14","modified_gmt":"2024-04-29T09:27:14","slug":"%e3%80%90%e4%b8%ba%e7%94%9f%e6%88%90ai%e5%ba%94%e7%94%a8%e7%9a%84%e5%90%91%e9%87%8f%e6%90%9c%e7%b4%a2%e3%80%91%e2%91%a5-rag-ai%e5%ba%94%e7%94%a8%e7%9a%84%e5%ae%9e%e6%96%bd%e3%80%9c%e6%89%a7%e8%a1%8c","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90%e4%b8%ba%e7%94%9f%e6%88%90ai%e5%ba%94%e7%94%a8%e7%9a%84%e5%90%91%e9%87%8f%e6%90%9c%e7%b4%a2%e3%80%91%e2%91%a5-rag-ai%e5%ba%94%e7%94%a8%e7%9a%84%e5%ae%9e%e6%96%bd%e3%80%9c%e6%89%a7%e8%a1%8c\/","title":{"rendered":"\u3010\u4e3a\u751f\u6210AI\u5e94\u7528\u7684\u5411\u91cf\u641c\u7d22\u3011\u2465 RAG AI\u5e94\u7528\u7684\u5b9e\u65bd\u301c\u6267\u884c\u751f\u6210\u8fc7\u7a0b"},"content":{"rendered":"

\u9996\u5148<\/h1>\n

\u4f5c\u4e3a\u77e2\u91cf\u6570\u636e\u5e93\uff0cApache Cassandra\u548cDataStax Astra DB\u90fd\u5177\u6709\u76f8\u540c\u7684\u80cc\u666f\u3002<\/h2>\n

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\u6765\u6e90\u548c\u65e5\u672c\u8bed\u7248<\/h2>\n

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 <\/p>\n

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\n\u5982\u679c\u60a8\u5e0c\u671b\u83b7\u53d6\u6ca1\u6709\u7701\u7565\u7684\u65e5\u6587\u7248\u767d\u76ae\u4e66\uff0c\u8bf7\u8054\u7cfbinfo-jp@datastax.com\uff0c\u6211\u4eec\u4f1a\u63d0\u4f9b\u7ed9\u60a8\u3002<\/p>\n

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\"image.png\"<\/div>\n

\u67e5\u8be2\u7684\u5d4c\u5165<\/h2>\n

\u5728RAG\u5e94\u7528\u4e2d\uff0c\u6587\u672c\u751f\u6210\u59cb\u4e8e\u67e5\u8be2\u3002\u67e5\u8be2\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u5e94\u7528\u7684\u6700\u7ec8\u7528\u6237\u53d1\u9001\u7684\u5185\u5bb9\uff0c\u4e5f\u53ef\u4ee5\u6839\u636e\u5b83\u751f\u6210LLM\u6216\u5176\u4ed6\u8fc7\u7a0b\u4ee3\u7801\u3002<\/p>\n

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\u5411\u91cf\u641c\u7d22<\/h2>\n

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\u76f8\u4f3c\u5ea6\u548c\u9608\u503c<\/h3>\n

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\u641c\u7d22\u7ed3\u679c\u7684\u622a\u65ad<\/h3>\n

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\u63d0\u793a\u5de5\u7a0b<\/h2>\n

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\u7b2c\u4e00\u70b9\u662f\u4e0a\u4e0b\u6587\u3002\u4e0a\u4e0b\u6587\u8868\u793a\u6211\u4eec\u5e0c\u671b\u6a21\u578b\u6267\u884c\u7684\u4efb\u52a1\u3002\u4f8b\u5982\uff0c\u201c\u8bf7\u89e3\u91ca\u4e00\u4e0b\u8fd9\u6bb5\u4ee3\u7801\u201d\u6216\u201c\u4ee5\u5ba2\u670d\u673a\u5668\u4eba\u7684\u8eab\u4efd\u56de\u7b54\u95ee\u9898\u201d\u7b49\u3002<\/p>\n

\u6b64\u5916\uff0c\u9488\u5bf9LLM\uff0c\u6211\u4eec\u53ef\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u56de\u7b54\u793a\u4f8b\u3002\u8fd9\u88ab\u79f0\u4e3a\u5c0f\u6837\u672c\u5b66\u4e60\uff0c\u5bf9\u4e8e\u63d0\u9ad8LLM\u7406\u89e3\u7528\u6237\u610f\u56fe\u975e\u5e38\u6709\u5e2e\u52a9\u3002\u5bf9\u4e8e\u804a\u5929\u578bLLM\uff0c\u901a\u5e38\u9700\u8981\u63d0\u4f9b\u4f1a\u8bdd\u53cc\u65b9\u4fe1\u606f\u4f5c\u4e3a\u793a\u4f8b\u3002\u5177\u4f53\u800c\u8a00\uff0c\u9700\u8981\u5c06\u7528\u6237\u7684\u95ee\u9898\u548c\u671f\u671b\u7684AI\u56de\u590d\u90fd\u4f5c\u4e3a\u6587\u672c\u6837\u672c\u63d0\u4f9b\u3002<\/p>\n

\u5728RAG\u5e94\u7528\u7a0b\u5e8f\u4e2d\uff0c\u5c06\u83b7\u53d6\u5230\u7684\u5411\u91cf\u5d4c\u5165\u7684\u6587\u672c\u8868\u793a\u63d2\u5165\u5230LLM\u547d\u4ee4\u4e2d\u3002\u5bf9LLM\u7ed9\u51fa\u7684\u6307\u4ee4\u7684\u683c\u5f0f\u5982\u4e0b\u3002<\/p>\n

 \u201cUse the articles below to complete the task.\r\n\r\nArticle:\r\n<\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3067\u6700\u521d\u306b\u4e00\u81f4\u3057\u305f\u30c6\u30ad\u30b9\u30c8\u3092\u633f\u5165>\r\n\r\nArticle:\r\n<\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u30672 \u756a\u76ee\u306b\u4e00\u81f4\u3057\u305f\u30c6\u30ad\u30b9\u30c8\u3092\u633f\u5165> \u201c\r\n<\/code><\/pre>\n
\u6b63\u5982\u4e4b\u524d\u63d0\u5230\u7684\uff0c\u4f5c\u4e3a\u4efb\u52a1\u6307\u793a\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u66f4\u5177\u4f53\u7684\u63cf\u8ff0\uff0c\u800c\u4e0d\u662f\u4e00\u822c\u6027\u7684\u8868\u8fbe\uff08\u5982\u201c\u5b8c\u6210\u4efb\u52a1\u201d\uff09\u3002\u5728\u95ee\u7b54\u7cfb\u7edf\u7684\u60c5\u51b5\u4e0b\uff0c\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528\u201c\u4f7f\u7528\u4ee5\u4e0b\u6587\u7ae0\u4e2d\u7684\u4e8b\u5b9e\u6765\u56de\u7b54\u95ee\u9898\u201d\u4f5c\u4e3a\u4e0a\u4e0b\u6587\u6765\u8bf4\u660e\u3002<\/p>\n
\u6b64\u5916\uff0c\u4e0d\u4ec5\u53ef\u4ee5\u901a\u8fc7\u5411LLM\u53d1\u51fa\u6307\u4ee4\uff0c\u4f7f\u7528\u7531\u5411\u91cf\u641c\u7d22\u9009\u62e9\u7684\u6587\u6863\u751f\u6210\u7b54\u6848\u4f5c\u4e3a\u4e00\u79cd\u66f4\u5b9e\u8df5\u7684\u6539\u8fdb\uff0c\u8fd8\u53ef\u4ee5\u540c\u65f6\u7ed9\u4e88LLM\u4e0d\u540c\u7ea7\u522b\u7684\u6307\u4ee4\uff0c\u4ee5\u4fbf\u63a8\u7406\u8fd9\u4e9b\u6587\u6863\u662f\u5426\u4e0e\u6240\u8bf7\u6c42\u7684\u4efb\u52a1\u76f8\u5173\u3002
\n\u4f8b\u5982\uff0c\u5728\u95ee\u7b54\u7cfb\u7edf\u4e2d\uff0c\u53ef\u4ee5\u5c06\u5bf9LLM\u7684\u6307\u793a\u8868\u8fbe\u6539\u4e3a\u4ee5\u4e0b\u65b9\u5f0f\uff1a\u201c\u8bf7\u4f7f\u7528\u4ee5\u4e0b\u6587\u6863\u7684\u4e8b\u5b9e\u6765\u56de\u7b54\u95ee\u9898\u3002\u4f46\u5982\u679c\u7ed9\u5b9a\u7684\u6587\u6863\u5bf9\u56de\u7b54\u95ee\u9898\u6ca1\u6709\u5e2e\u52a9\uff0c\u8bf7\u8bf4\u300e\u4e0d\u77e5\u9053\u300f\u3002\u201d<\/p>\n
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