{"id":57457,"date":"2024-10-29T20:51:09","date_gmt":"2024-10-29T12:51:09","guid":{"rendered":"https:\/\/support.nuwarobotics.com\/docs\/biztools\/trainkit\/tutorial\/%e5%bb%ba%e7%ab%8b-genai-%e5%b0%8d%e8%a9%b1\/"},"modified":"2025-04-27T11:23:53","modified_gmt":"2025-04-27T03:23:53","slug":"trainkit-genai","status":"publish","type":"docs","link":"https:\/\/support.nuwarobotics.com\/zh-hant\/docs\/biztools\/trainkit\/trainkit-genai\/","title":{"rendered":"\u5efa\u7acb GenAI \u5c0d\u8a71"},"content":{"rendered":"\t\t
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\u2460 \u8acb\u7531\u756b\u9762\u4e0a\u65b9\u7684\u300cGenAI <\/span>\u5c0d\u8a71\u300d\u9ede\u64ca\u65b0\u589e\uff0c\u5373\u53ef\u958b\u59cb\u8f38\u5165\u5c08\u6848\u540d\u7a31\uff0c\u4e26\u8a2d\u5b9a\u5c08\u6848\u8a9e\u8a00\u3002<\/p>

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\u5c08\u6848\u8a2d\u5b9a<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\u2460 \u5c08\u6848\u8a9e\u8a00
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\u2461 \u540c\u6b65\u81f3\u65b0\u88dd\u7f6e
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\u9032\u968e\u8a2d\u5b9a<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\u77e5\u8b58\u5eab\u56de\u8a71\u6a21\u5f0f<\/b><\/p>

*\u6b64\u529f\u80fd\u5728\u5c08\u6848\u65b0\u589e\u6642\uff0c\u6703\u512a\u5148\u9810\u8a2d\u4fdd\u5b58\u76f8\u540c\u56de\u61c9 7 \u5929<\/p>

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\u81ea\u8a02\u672a\u547d\u4e2d\u56de\u61c9<\/b><\/p>

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\u2461 \u8a2d\u5b9a\uff1a\u7531\u6b64\u958b\u555f\u4e0b\u62c9\u9078\u55ae<\/p>

    • \u8907\u88fd\u500b\u6027\uff1a\u70ba\u6b64\u500b\u6027\u5efa\u7acb\u526f\u672c<\/li>
    • \u7de8\u8f2f\u8a3b\u8a18\uff1a\u53ef\u6a19\u8a3b\u5be6\u6e2c\u7d50\u679c\uff0c\u4ee5\u5229\u5340\u5206\u4e0d\u540c\u7248\u672c\u7684\u500b\u6027<\/li><\/ul><\/li><\/ol>

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      \u2460 \u500b\u6027\u540d\u7a31
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      <\/span>\u5b9a\u7fa9\u670d\u52d9\u4f4d\u7f6e<\/b>\uff0c\u8b93\u00a0Chatbot\u00a0<\/span>\u5c07\u5176\u56de\u61c9\u7684\u5167\u5bb9\u805a\u7126\u5728\u8a72\u74b0\u5883\u3001\u54c1\u724c\u6216\u5340\u57df\u7279\u578b<\/p>

      \u2463 \u5c0d\u8a71\u5c0d\u8c61
      <\/span>\u5b9a\u7fa9\u6d88\u8cbb\u8005\u65cf\u7fa4\u662f\u54ea\u4e9b\u4eba\uff0c<\/b>\u5305\u62ec\u5c0b\u627e\u7279\u5b9a\u7522\u54c1\u3001\u670d\u52d9\u6216\u65b9\u6848\u7684\u6d88\u8cbb\u8005<\/p>

      \u2464 \u500b\u6027\u63cf\u8ff0\uff08\u5fc5\u586b\uff09<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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      \u61c9\u4fdd\u6301\u53cb\u597d\u3001\u5c08\u696d\u9084\u662f\u4fcf\u76ae\u7684\u98a8\u683c\uff0c\u4f60\u5e0c\u671b\u9867\u5ba2\u5c0d\u4ed6\u7559\u4e0b\u4ec0\u9ebc\u5370\u8c61\uff1f \u6216\u7acb\u4e0b\u5de5\u4f5c\u898f\u7bc4\uff0c\u5982\uff1a\u7c21\u6f54\u6027\u3001\u907f\u514d\u91cd\u8907\u3001\u4e0d\u53ef\u63d0\u53ca\u7af6\u54c1\u3001\u4e3b\u52d5\u8ddf\u9032\u554f\u984c\uff0c\u82e5\u60a8\u4e0d\u78ba\u5b9a\u8a72\u5982\u4f55\u8f38\u5165\u6307\u4ee4\uff0c\u53ef\u9ede\u9078\u300c\u24d8\u300d\u958b\u555f\u6307\u4ee4\u53c3\u8003\uff0c\u9078\u64c7\u6b32\u63d2\u5165\u7684\u4f4d\u7f6e\u5f8c\u9ede\u64ca\u8cbc\u4e0a\u76f8\u61c9\u5b57\u4e32<\/span><\/p>

      \u2465 \u53e3\u982d\u79aa
      <\/span>\u500b\u6027\u5316\u7684\u53e3\u982d\u79aa\u5982\uff1a\u958b\u5834\u767d\u3001\u8f49\u5834\u5f15\u5c0e\u3001\u7d50\u5c3e\u8a62\u554f<\/p>

      \u5957\u7528\u500b\u6027<\/b><\/span><\/p>

      \u2466 \u5132\u5b58\u4e26\u5957\u7528\uff1a\u5c07\u6b64\u500b\u6027\u5957\u7528\u81f3\u7576\u524d\u5c08\u6848<\/p>

      \u2467 \u5132\u5b58\uff1a\u50c5\u5132\u5b58\u65b0\u7684\u6307\u4ee4\uff0c\u4f46\u662f\u4e0d\u5f71\u97ff\u7576\u524d\u5c08\u6848\u6240\u5957\u7528\u7684\u500b\u6027<\/p>

      \u2468 \u53d6\u6d88\uff1a\u505c\u6b62\u5957\u7528\u6b64\u500b\u6027\u81f3\u7576\u524d\u5c08\u6848<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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      \u77e5\u8b58\u5eab<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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      \u7576\u5718\u968a\u64c1\u6709\u5927\u91cf\u5167\u90e8\u6587\u4ef6\uff0c\u5982\u5546\u54c1\u8cc7\u8a0a\u3001\u4f01\u696d\u898f\u7ae0\u3001\u5e38\u898b\u554f\u984c\u53ca\u7814\u7a76\u8ad6\u6587\u7b49\uff0c\u4e26\u9700\u8981\u900f\u904e\u81ea\u7136\u8a9e\u8a00\u67e5\u8a62\u5feb\u901f\u3001\u6e96\u78ba\u5730\u6aa2\u7d22\u76f8\u95dc\u8cc7\u8a0a\u6642\uff0c\u4e14\u96e3\u4ee5\u7f85\u5217\u6240\u6709\u53ef\u80fd\u7684\u554f\u984c\u6642\uff0c\u900f\u904e GenAI <\/span>\u5c08\u6848\u60a8\u53ef\u4f7f\u7528\u73fe\u6210\u7684\u4f01\u696d\u6587\u4ef6\uff0c\u8f15\u9b06\u8a13\u7df4\u7b26\u5408\u670d\u52d9\u60c5\u5883\u6240\u9700\u7684 AI <\/span>\u52a9\u7406\uff0c\u64cd\u4f5c\u6b65\u9a5f\u5982\u4e0b\uff1a<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

      \n\t\t\t\t
      \n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"\"\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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      \u2460 \u4e0a\u50b3\u6587\u4ef6
      \u62d6\u66f3\u6216\u9078\u64c7\u6a94\u6848\u4f86\u5efa\u7acb\u77e5\u8b58\u6587\u672c
      <\/span>\u76ee\u524d\u7cfb\u7d71\u652f\u63f4\u7684\u683c\u5f0f\u6709\uff1aPDF, TXT, DOCX, CSV, XLSX<\/span>
      <\/span>\ud83d\udca1 \u5c07\u4e0d\u540c\u4e3b\u984c\u7684\u6587\u4ef6\u5206\u6210\u4e0d\u540c\u6a94\u6848\uff0c\u4e26\u4f7f\u7528\u4e00\u81f4\u7684\u547d\u540d\u898f\u5247\u3002\u9019\u5c07\u6709\u52a9\u65bc\u63d0\u9ad8\u6aa2\u7d22\u6548\u7387\u3002<\/p>

      \u2461 \u8a13\u7df4
      \u4e0a\u50b3\u5b8c\u6a94\u6848\u4ee5\u5f8c\u9ede\u64ca\u300c\u8a13\u7df4\u300d\u7cfb\u7d71\u6703\u958b\u59cb\u5728\u96f2\u7aef\u5927\u8166\u4e0a\u5c07\u60a8\u7684\u6587\u4ef6\u89e3\u69cb\u4e26\u88fd\u4f5c\u6210\u5411\u91cf\u8cc7\u6599\u5eab<\/p>

      \u2462 \u8a13\u7df4\u4e2d\u72c0\u614b<\/p>

      \u6bcf\u500b\u6a94\u6848\u7686\u6709\u500b\u5225\u7684\u8a13\u7df4\u72c0\u614b\uff0c\u2714<\/span> \u8868\u793a\u8a13\u7df4\u5b8c\u6210\uff0c\u65cb\u8f49\u7684\u5713\u5708\u8868\u793a\u8a13\u7df4\u4e2d\uff0c\u4f9d\u6587\u672c\u7684\u6578\u91cf\u800c\u7570\uff0c\u7b49\u5f85\u7cfb\u7d71\u904b\u4f5c 1~5 <\/span>\u5206\u9418\u5373\u53ef\u5b8c\u6210\uff01\u7576\u51fa\u73fe\u7d05\u8272 \u24d8 \u5716\u793a\u6642\uff0c\u4ee3\u8868\u8a13\u7df4\u672a\u6210\u529f\u3002\u8acb\u78ba\u8a8d\u7db2\u8def\u662f\u5426\u6b63\u5e38\uff0c\u6216\u9ede\u9078\u6a19\u984c\u65c1\u7684\u300c\u24d8\u300d\u4ee5\u6aa2\u8996\u6587\u4ef6\u683c\u5f0f\u662f\u5426\u7b26\u5408\u8a13\u7df4\u8981\u6c42\u3002<\/span><\/p>

      \u2463 \u522a\u9664\u6a94\u6848
      \u7576\u9700\u8981\u79fb\u9664\u6a94\u6848\u6642\uff0c\u4ee3\u8868\u9700\u5c07 AI \u5927\u8166\u4e2d\u7684\u76f8\u95dc\u8cc7\u6599\u4e00\u4f75\u79fb\u9664\uff0c\u56e0\u6b64\u6703\u9700\u8981\u91cd\u65b0\u8a13\u7df4\u6574\u500b\u5c08\u6848\u76f8\u95dc\u7684\u8cc7\u6599\u624d\u80fd\u5b8c\u6574\u79fb\u9664<\/p>

      \u2464 \u95dc\u806f Q&A \u5c08\u6848<\/span>
      \u60a8\u53ef\u4ee5\u5c07\u300eGenAI \u5c08\u6848\u300f\u95dc\u806f\u81f3\u4efb\u4e00\u5df2\u8a13\u7df4\u5b8c\u6210\u7684\u300eQ&A \u5c08\u6848\u300f\uff0c\u8b93\u6a5f\u5668\u4eba\u7684\u56de\u8986\u5167\u5bb9\u66f4\u8c50\u5bcc\u3001\u591a\u5143<\/span><\/p>

      \u2465 \u5206\u985e\u8207\u751f\u6548\u6392\u7a0b<\/span>
      \u900f\u904e\u5206\u985e\u529f\u80fd\u53ef\u4ee5\u6574\u7406\u77e5\u8b58\u6587\u672c\u7684\u985e\u5225\uff0c\u4e26\u642d\u914d\u751f\u6548\u6392\u7a0b\u529f\u80fd\uff0c\u8a2d\u5b9a\u5404\u985e\u6587\u672c\u7684\u555f\u7528\/\u95dc\u9589\u6642\u9593\uff0c\u78ba\u4fdd\u8cc7\u8a0a\u5728\u6b63\u78ba\u6642\u6a5f\u88ab\u4f7f\u7528<\/span><\/p>

      \ud83d\udccc<\/span> \u8a13\u7df4\u6587\u4ef6\u3001\u522a\u9664\u6587\u4ef6\u7684\u904e\u7a0b\uff0c\u9700\u4f7f\u7528 NUWA GenAI <\/span>\u7684\u9ede\u6578<\/p>

      \u77e5\u8b58\u5eab\u7684\u80cc\u666f\u6280\u8853<\/b><\/span><\/p>

      \u6aa2\u7d22\u589e\u5f37\u751f\u6210\uff08Retrieval-Augmented Generation,\u00a0RAG<\/span>\uff09\u900f\u904e\u5411\u91cf\u8cc7\u6599\u5eab\u6574\u7406\u60a8\u7684\u6587\u672c\uff0c\u4e26\u57fa\u65bc<\/span> LLM <\/span>\u8a9e\u7fa9\u7406\u89e3\u9032\u884c\u4fe1\u606f\u6aa2\u7d22\uff0c\u641c\u5c0b\u7d50\u679c\u66f4\u6e96\u78ba\u4e14\u76f8\u95dc\u6027\u66f4\u9ad8\uff0c\u6700\u5f8c\u518d\u85c9\u7531 LLM <\/span>\u6700\u64c5\u9577\u7684\u7684\u5275\u4f5c\u80fd\u529b\u751f\u6210\u56de\u61c9\u3002<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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      <\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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      \u6210\u679c\u9a57\u8b49<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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      \u9664\u4e86\u5c07\u5c08\u6848\u540c\u6b65\u7d66\u6a5f\u5668\u4eba\uff0c\u73fe\u5728\u60a8\u4e5f\u53ef\u4ee5\u76f4\u63a5\u7528 Trainkit <\/span>\u7db2\u9801\u4ee5\u6587\u5b57\u5feb\u901f\u6e2c\u8a66\u4e86\uff01<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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      \u2460 \u5c0d\u8a71\u6846
      \u76f4\u63a5\u5728\u5c0d\u8a71\u6846\u4e2d\u8f38\u5165\u6b32\u6e2c\u8a66\u7684\u5167\u5bb9<\/p>

      \u2461 \u66f4\u65b0\u63d0\u793a
      \u6bcf\u7576\u8a72\u5c08\u6848\u5957\u7528\u4e86\u65b0\u7684\u500b\u6027\uff0c\u5c0d\u8a71\u4e2d\u6703\u986f\u793a\u7cfb\u7d71\u63d0\u793a<\/p>

      \u2462 \u7de8\u8f2f\u5c0d\u8a71
      \u540c\u4e00\u500b\u5c08\u6848\u53ef\u4ee5\u958b\u8a31\u591a\u689d\u5c0d\u8a71\uff0c\u6709\u52a9\u65bc\u5340\u5206\u4e0d\u540c\u6e2c\u8a66\u76ee\u6a19\u7684\u8cc7\u6599<\/p>

      \u5efa\u8b70\u9810\u5148\u8a2d\u5b9a\u77e5\u8b58\u5eab\u7684\u9a57\u8b49\u7bc4\u570d\uff0c\u4e26\u5728 Trainkit <\/span>\u7684\u9801\u9762\u9032\u884c\u6a21\u64ec\u63d0\u554f\uff0c\u6aa2\u67e5\u7d50\u679c\u7684\u6e96\u78ba\u6027\u3002<\/p>

      \u2463 \u6a5f\u5668\u4eba\u56de\u61c9<\/span>
      \u9664\u4e86\u986f\u793a\u60a8\u6587\u672c\u4e2d\u7684\u56de\u8986\u5167\u5bb9\u5916\uff0c\u82e5\u5c08\u6848\u95dc\u806f\u4e86\u300eQ&A \u5c08\u6848\u300f\uff0c\u4e14\u5176\u4e2d\u5305\u542b\u5716\u7247\u6216\u5f71\u7247\uff0c\u9a57\u8b49\u6642\u4e5f\u6703\u5728\u5c0d\u8a71\u6846\u4e2d\u9032\u884c\u6a21\u64ec\u5448\u73fe<\/span><\/p>

      \ud83d\udccc \u9a57\u8b49\u5c0d\u8a71\u7684\u904e\u7a0b\uff0c\u9700\u4f7f\u7528 NUWA GenAI \u7684\u9ede\u6578<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

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