{"id":46277,"date":"2024-09-04T14:05:17","date_gmt":"2024-09-04T14:05:17","guid":{"rendered":"https:\/\/fabricegrinda.com\/?p=46277"},"modified":"2024-09-05T14:50:38","modified_gmt":"2024-09-05T14:50:38","slug":"fabrice-ai%ef%bc%9a%e6%8a%80%e8%a1%93%e4%b9%8b%e6%97%85","status":"publish","type":"post","link":"https:\/\/grinda.org\/zh-hant\/fabrice-ai%ef%bc%9a%e6%8a%80%e8%a1%93%e4%b9%8b%e6%97%85\/","title":{"rendered":"Fabrice AI\uff1a\u6280\u8853\u4e4b\u65c5"},"content":{"rendered":"\n

\u6b63\u5982\u6211\u5728 \u4e0a\u4e00\u7bc7\u6587\u7ae0<\/a>\u4e2d\u63d0\u5230\u7684\uff0c\u958b\u767c Fabrice AI<\/a> \u6bd4\u9810\u671f\u7684\u8981\u8907\u96dc\u5f97\u591a\uff0c\u9019\u8feb\u4f7f\u6211\u63a2\u7d22\u8a31\u591a\u4e0d\u540c\u7684\u65b9\u6cd5\u3002<\/p>\n\n

\u6700\u521d\u7684\u65b9\u6cd5\uff1aLlama Index – \u5411\u91cf\u641c\u7d22<\/strong><\/p>\n\n

\u6211\u7b2c\u4e00\u6b21\u5617\u8a66\u589e\u5f37 Fabrice AI \u7684\u6aa2\u7d22\u80fd\u529b\u6d89\u53ca\u4f7f\u7528 Llama Index \u9032\u884c\u5411\u91cf\u641c\u7d22\u3002\n\u6982\u5ff5\u5f88\u7c21\u55ae\uff1a\u5f9e\u6211\u7684\u535a\u5ba2\u4e2d\u7372\u53d6\u5167\u5bb9\uff0c\u5c07\u5176\u8f49\u63db\u70ba Langchain \u6587\u4ef6\uff0c\u7136\u5f8c\u5c07\u9019\u4e9b\u6587\u6a94\u8f49\u63db\u70ba Llama \u6587\u4ef6\u3002\n\u7136\u5f8c\uff0c\u9019\u4e9b Llama \u6587\u4ef6\u5c07\u5132\u5b58\u5728\u5411\u91cf\u7d22\u5f15\u4e2d\uff0c\u4f7f\u6211\u80fd\u5920\u67e5\u8a62\u6b64\u7d22\u5f15\u4ee5\u7372\u53d6\u76f8\u95dc\u4fe1\u606f\u3002 <\/p>\n\n

\u7136\u800c\uff0c\u7576\u6211\u958b\u59cb\u6e2c\u8a66\u7cfb\u7d71\u6642\uff0c\u5f88\u660e\u986f\u9019\u7a2e\u65b9\u6cd5\u4e26\u6c92\u6709\u7522\u751f\u6211\u6240\u5e0c\u671b\u7684\u7d50\u679c\u3002\n\u5177\u9ad4\u4f86\u8aaa\uff0c\u7576\u6211\u7528\u300c\u5e02\u5834\u5275\u59cb\u4eba\u72af\u7684\u6700\u5927\u932f\u8aa4\u662f\u4ec0\u9ebc\u300d\u7b49\u4e0a\u4e0b\u6587\u5bc6\u96c6\u578b\u554f\u984c\u67e5\u8a62\u7cfb\u7d71\u6642\uff0cAI \u672a\u80fd\u63d0\u4f9b\u6709\u610f\u7fa9\u7684\u7b54\u6848\u3002\n\u5b83\u6c92\u6709\u6aa2\u7d22\u6211\u77e5\u9053\u5d4c\u5165\u5728\u6578\u64da\u4e2d\u7684\u7d30\u5fae\u5167\u5bb9\uff0c\u800c\u662f\u8fd4\u56de\u4e86\u4e0d\u76f8\u95dc\u6216\u4e0d\u5b8c\u6574\u7684\u56de\u61c9\u3002 <\/p>\n\n

\u6700\u521d\u7684\u5931\u6557\u4f7f\u6211\u91cd\u65b0\u8003\u616e\u4e86\u6211\u7684\u65b9\u6cd5\u3002\n\u6211\u610f\u8b58\u5230\uff0c\u50c5\u50c5\u5c07\u5167\u5bb9\u5b58\u5132\u5728\u5411\u91cf\u7d22\u5f15\u4e2d\u662f\u4e0d\u5920\u7684;\u6aa2\u7d22\u6a5f\u5236\u9700\u8981\u7406\u89e3\u6240\u63d0\u554f\u984c\u7684\u4e0a\u4e0b\u6587\u548c\u7d30\u5fae\u5dee\u5225\u3002\n\u9019\u4e00\u8a8d\u8b58\u662f\u5851\u9020 Fabrice AI \u767c\u5c55\u7684\u773e\u591a\u7d93\u9a57\u6559\u8a13\u4e2d\u7684\u7b2c\u4e00\u500b\u3002 <\/p>\n\n

\u5b58\u5132\u77e5\u8b58\uff1aMongoDB \u6587\u4ef6\u5b58\u5132\u548c\u6aa2\u7d22<\/strong><\/p>\n\n

\u8003\u616e\u5230 Llama Index \u65b9\u6cd5\u7684\u5c40\u9650\u6027\uff0c\u6211\u63a5\u4e0b\u4f86\u63a2\u7d22\u4e86\u5728 MongoDB \u4e2d\u5b58\u5132 Llama \u6587\u4ef6\u3002\nMongoDB \u9748\u6d3b\u7684\u67b6\u69cb\u548c\u9762\u5411\u6587\u6a94\u7684\u7d50\u69cb\u4f3c\u4e4e\u662f\u4e00\u500b\u5f88\u6709\u524d\u9014\u7684\u89e3\u6c7a\u65b9\u6848\uff0c\u53ef\u4ee5\u7ba1\u7406\u6211\u591a\u5e74\u4f86\u7a4d\u7d2f\u7684\u5404\u7a2e\u985e\u578b\u7684\u5167\u5bb9\u3002 <\/p>\n\n

\u8a72\u8a08\u5283\u65e8\u5728\u6253\u9020\u66f4\u5177\u6d3b\u529b\u548c\u56de\u61c9\u901f\u5ea6\u7684\u641c\u7d22\u9ad4\u9a57\u3002\n\u4f46\u662f\uff0c\u9019\u7a2e\u65b9\u6cd5\u5f88\u5feb\u5c31\u9047\u5230\u4e86\u554f\u984c\u3002\n\u6211\u66fe\u9810\u8a08\u641c\u7d22\u529f\u80fd\u6703\u66f4\u5065\u58ef\uff0c\u4f46\u672a\u80fd\u6309\u9810\u671f\u57f7\u884c\u3002\n\u672c\u61c9\u8fd4\u56de\u76f8\u95dc\u6587\u4ef6\u7684\u67e5\u8a62\u537b\u6c92\u6709\u7d50\u679c\u6216\u4e0d\u76f8\u95dc\u5167\u5bb9\u3002 <\/p>\n\n

\u9019\u4e00\u632b\u6298\u4ee4\u4eba\u6cae\u55aa\uff0c\u4f46\u4e5f\u51f8\u986f\u4e86\u4e00\u500b\u95dc\u9375\u7684\u6559\u8a13\uff1a\u5b58\u5132\u65b9\u6cd5\u8207\u6aa2\u7d22\u7b56\u7565\u540c\u6a23\u91cd\u8981\u3002\n\u6211\u958b\u59cb\u8003\u616e\u5176\u4ed6\u9078\u9805\uff0c\u4f8b\u5982\u5229\u7528 MongoDB Atlas \u9032\u884c\u5411\u91cf\u641c\u7d22\uff0c\u9019\u53ef\u80fd\u6703\u63d0\u4f9b\u6211\u6240\u9700\u7684\u7cbe\u5ea6\u548c\u53ef\u64f4\u5145\u6027\u3002\n\u4f46\u662f\uff0c\u5728\u6c7a\u5b9a\u63a1\u7528\u9019\u7a2e\u66ff\u4ee3\u65b9\u6848\u4e4b\u524d\uff0c\u6211\u60f3\u63a2\u7d22\u5176\u4ed6\u65b9\u6cd5\uff0c\u4ee5\u78ba\u5b9a\u662f\u5426\u6709\u66f4\u6709\u6548\u7684\u89e3\u6c7a\u65b9\u6848\u3002 <\/p>\n\n

\u5143\u6578\u64da\u6aa2\u7d22\u5668\u548c\u5411\u91cf\u5b58\u5132\uff1a\u5c0b\u6c42\u7279\u7570\u6027<\/strong><\/p>\n\n

\u6211\u63a2\u7d22\u7684\u4e0b\u4e00\u500b\u9014\u5f91\u4e4b\u4e00\u662f\u5c07\u5143\u6578\u64da\u6aa2\u7d22\u5668\u8207\u5411\u91cf\u5b58\u5132\u7d50\u5408\u4f7f\u7528\u3002\n\u9019\u7a2e\u65b9\u6cd5\u80cc\u5f8c\u7684\u60f3\u6cd5\u662f\u5c0d Fabrice AI \u4e2d\u7684\u5927\u91cf\u8cc7\u8a0a\u9032\u884c\u5206\u985e\uff0c\u7136\u5f8c\u6839\u64da\u9019\u4e9b\u985e\u5225\u6aa2\u7d22\u7b54\u6848\u3002\n\u901a\u904e\u4f7f\u7528\u5143\u6578\u64da\u69cb\u5efa\u6578\u64da\uff0c\u6211\u5e0c\u671b\u63d0\u9ad8 AI \u63d0\u4f9b\u5177\u9ad4\u3001\u6709\u91dd\u5c0d\u6027\u7684\u7b54\u6848\u7684\u80fd\u529b\u3002 <\/p>\n\n

\u7136\u800c\uff0c\u9019\u7a2e\u65b9\u6cd5\u4e5f\u6709\u5176\u5c40\u9650\u6027\u3002\n\u96d6\u7136\u8868\u9762\u4e0a\u770b\u8d77\u4f86\u5f88\u6709\u5e0c\u671b\uff0c\u4f46 AI \u96e3\u4ee5\u5c0d\u6240\u6709\u985e\u578b\u7684\u67e5\u8a62\u63d0\u4f9b\u6e96\u78ba\u7684\u56de\u61c9\u3002\n\u4f8b\u5982\uff0c\u7576\u6211\u554f\u9053\uff1a\u300c\u4f5c\u8005\u6a02\u89c0\u55ce\uff1f\n\u7cfb\u7d71\u672a\u80fd\u5728\u76f8\u95dc\u5167\u5bb9\u7684\u4e0a\u4e0b\u6587\u4e2d\u89e3\u91cb\u554f\u984c\u3002\n\u5b83\u6c92\u6709\u6839\u64da\u5143\u6578\u64da\u63d0\u4f9b\u6709\u6d1e\u5bdf\u529b\u7684\u5206\u6790\uff0c\u800c\u662f\u8fd4\u56de\u6a21\u7cca\u7684\u7b54\u6848\u6216\u6c92\u6709\u7b54\u6848\u3002 <\/p>\n\n

\u9019\u7a2e\u65b9\u6cd5\u6559\u6703\u4e86\u6211\u5bf6\u8cb4\u7684\u4e00\u8ab2\uff0c\u8b93\u6211\u660e\u767d\u4e86\u4e0a\u4e0b\u6587\u5728 AI \u4e2d\u7684\u91cd\u8981\u6027\u3002\n\u7c21\u55ae\u5730\u5c0d\u8cc7\u8a0a\u9032\u884c\u5206\u985e\u662f\u4e0d\u5920\u7684;AI \u9084\u5fc5\u9808\u77ad\u89e3\u9019\u4e9b\u985e\u5225\u5982\u4f55\u76f8\u4e92\u4f5c\u7528\u548c\u91cd\u758a\uff0c\u4ee5\u5f62\u6210\u5c0d\u5167\u5bb9\u7684\u9023\u8cab\u7406\u89e3\u3002\n\u5982\u679c\u6c92\u6709\u9019\u7a2e\u6df1\u5165\u7684\u7406\u89e3\uff0c\u5373\u4f7f\u662f\u6700\u8907\u96dc\u7684\u6aa2\u7d22\u65b9\u6cd5\u4e5f\u53ef\u80fd\u9054\u4e0d\u5230\u8981\u6c42\u3002 <\/p>\n\n

\u69cb\u5efa\u77e5\u8b58\uff1aSummaryTreeIndex<\/strong><\/p>\n\n

\u5728\u6211\u7e7c\u7e8c\u512a\u5316 Fabrice AI \u7684\u904e\u7a0b\u4e2d\uff0c\u6211\u5617\u8a66\u4e86\u5275\u5efa SummaryTreeIndex\u3002\n\u9019\u7a2e\u65b9\u6cd5\u65e8\u5728\u5c07\u6240\u6709\u6587\u6a94\u532f\u7e3d\u70ba\u6a39\u683c\u5f0f\uff0c\u5141\u8a31 AI \u6d41\u89bd\u9019\u4e9b\u6458\u8981\u4e26\u6839\u64da\u5167\u5bb9\u7684\u7d50\u69cb\u6aa2\u7d22\u76f8\u95dc\u4fe1\u606f\u3002 <\/p>\n\n

\u9019\u500b\u60f3\u6cd5\u662f\uff0c\u901a\u904e\u7e3d\u7d50\u6587\u6a94\uff0cAI \u53ef\u4ee5\u5feb\u901f\u8b58\u5225\u95dc\u9375\u9ede\uff0c\u4e26\u4f7f\u7528\u7c21\u6f54\u3001\u6e96\u78ba\u7684\u4fe1\u606f\u56de\u61c9\u67e5\u8a62\u3002\n\u7136\u800c\uff0c\u9019\u7a2e\u65b9\u6cd5\u4e5f\u9762\u81e8\u8457\u91cd\u5927\u6311\u6230\u3002\nAI \u52aa\u529b\u70ba\u8907\u96dc\u7684\u554f\u984c\u63d0\u4f9b\u6709\u610f\u7fa9\u7684\u7b54\u6848\uff0c\u4f8b\u5982\u300c\u5982\u4f55\u5728\u751f\u6d3b\u4e2d\u505a\u51fa\u91cd\u8981\u6c7a\u5b9a\uff1f\nAI \u7684\u56de\u7b54\u5f80\u5f80\u662f\u819a\u6dfa\u6216\u4e0d\u5b8c\u6574\u7684\uff0c\u800c\u4e0d\u662f\u5f9e\u6458\u8981\u4e2d\u5b58\u5132\u7684\u8c50\u5bcc\u3001\u7d30\u5fae\u7684\u5167\u5bb9\u4e2d\u63d0\u53d6\u3002 <\/p>\n\n

\u9019\u4e00\u7d93\u6b77\u51f8\u986f\u4e86\u5728 AI \u4e2d\u5e73\u8861\u5ee3\u5ea6\u548c\u6df1\u5ea6\u7684\u96e3\u5ea6\u3002\n\u96d6\u7136\u6458\u8981\u53ef\u4ee5\u63d0\u4f9b\u9ad8\u7d1a\u6982\u8ff0\uff0c\u4f46\u5b83\u5011\u901a\u5e38\u7f3a\u4e4f\u56de\u7b54\u66f4\u8907\u96dc\u554f\u984c\u6240\u9700\u7684\u8a73\u7d30\u4e0a\u4e0b\u6587\u3002\n\u6211\u610f\u8b58\u5230\uff0c\u4efb\u4f55\u6709\u6548\u7684\u89e3\u6c7a\u65b9\u6848\u90fd\u9700\u8981\u96c6\u6210\u8a73\u7d30\u7684\u5167\u5bb9\u548c\u9ad8\u7d1a\u6458\u8981\uff0c\u8b93 AI \u80fd\u5920\u6839\u64da\u9700\u8981\u5229\u7528\u5169\u8005\u3002 <\/p>\n\n

\u9019\u5c31\u662f\u70ba\u4ec0\u9ebc\u5728\u7576\u524d\u4e0a\u7dda\u7684 Fabrice AI \u7248\u672c\u4e2d\uff0c\u6211\u8b93 AI \u5148\u7d66\u51fa\u7b54\u6848\u7684\u6458\u8981\uff0c\u7136\u5f8c\u518d\u4ecb\u7d39\u66f4\u591a\u7d30\u7bc0\u3002<\/p>\n\n

\u64f4\u5c55\u8996\u91ce\uff1a\u77e5\u8b58\u5716\u8b5c\u7d22\u5f15<\/strong><\/p>\n\n

\u8a8d\u8b58\u5230\u4ee5\u524d\u65b9\u6cd5\u7684\u5c40\u9650\u6027\u540e\uff0c\u6211\u8f49\u5411\u4e86\u4e00\u7a2e\u66f4\u8907\u96dc\u7684\u65b9\u6cd5\uff1a\u77e5\u8b58\u5716\u8b5c\u7d22\u5f15\u3002\n\u9019\u7a2e\u65b9\u6cd5\u6d89\u53ca\u5f9e\u975e\u7d50\u69cb\u5316\u6587\u672c\u69cb\u5efa\u77e5\u8b58\u5716\u8b5c\uff0c\u4f7f AI \u80fd\u5920\u9032\u884c\u57fa\u65bc\u5be6\u9ad4\u7684\u67e5\u8a62\u3002\n\u76ee\u6a19\u662f\u5275\u5efa\u5c0d\u5167\u5bb9\u7684\u66f4\u52d5\u614b\u548c\u76f8\u4e92\u95dc\u806f\u7684\u7406\u89e3\uff0c\u4f7f Fabrice AI \u80fd\u5920\u66f4\u6709\u6548\u5730\u56de\u7b54\u8907\u96dc\u3001\u4e0a\u4e0b\u6587\u7e41\u91cd\u7684\u554f\u984c\u3002 <\/p>\n\n

\u5118\u7ba1\u524d\u666f\u5ee3\u95ca\uff0c\u4f46\u77e5\u8b58\u5716\u8b5c\u6307\u6578\u4e5f\u9762\u81e8\u8457\u91cd\u5927\u969c\u7919\u3002\nAI \u96e3\u4ee5\u7522\u751f\u6e96\u78ba\u7684\u7d50\u679c\uff0c\u5c24\u5176\u662f\u5c0d\u65bc\u9700\u8981\u6df1\u5165\u77ad\u89e3\u4e0a\u4e0b\u6587\u7684\u67e5\u8a62\u3002\n\u4f8b\u5982\uff0c\u7576\u88ab\u554f\u5230\u300c\u4ec0\u9ebc\u662f\u516c\u5e73\u7684\u7a2e\u5b50\u548cA\u8f2a\u4f30\u503c\uff1f\uff1f\u6642\uff0cAI\u518d\u6b21\u672a\u80fd\u63d0\u4f9b\u76f8\u95dc\u7684\u7b54\u6848\uff0c\u7a81\u986f\u4e86\u5c07\u975e\u7d50\u69cb\u5316\u6587\u672c\u6574\u5408\u5230\u9023\u8cab\u77e5\u8b58\u5716\u8b5c\u4e2d\u7684\u56f0\u96e3\u3002 <\/p>\n\n

\u9019\u7a2e\u65b9\u6cd5\u96d6\u7136\u6700\u7d42\u6c92\u6709\u6210\u529f\uff0c\u4f46\u70ba\u5728 AI \u4e2d\u4f7f\u7528\u77e5\u8b58\u5716\u8b5c\u7684\u6311\u6230\u63d0\u4f9b\u4e86\u91cd\u8981\u7684\u898b\u89e3\u3002\n\u6578\u64da\u7684\u8907\u96dc\u6027\u548c\u5c0d\u7cbe\u78ba\u4e0a\u4e0b\u6587\u7684\u9700\u6c42\u610f\u5473\u8457\uff0c\u5373\u4f7f\u662f\u69cb\u5efa\u826f\u597d\u7684\u77e5\u8b58\u5716\u8b5c\u4e5f\u53ef\u80fd\u96e3\u4ee5\u63d0\u4f9b\u6240\u9700\u7684\u7d50\u679c\u3002\n\u77e5\u8b58\u5716\u8b5c\u7d22\u5f15\u7684\u53e6\u4e00\u500b\u7f3a\u9ede\u662f\u901f\u5ea6\u6162\u3002\n\u76f8\u5c0d\u65bc vector store \u7d22\u5f15\uff0c\u7372\u53d6\u76f8\u95dc\u6587\u6a94\u7684\u56de\u61c9\u6642\u9593\u975e\u5e38\u9577\u3002 <\/p>\n\n

\u91cd\u65b0\u8a55\u4f30\u6578\u64da\uff1a\u96d9\u5b50\u5ea7<\/strong><\/p>\n\n

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\u7d50\u5408\u512a\u52e2\uff1aLangchain \u6587\u4ef6\u8207 Pinecone<\/strong><\/p>\n\n

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\u5be6\u73fe\u4e00\u81f4\u6027\uff1aGPT Builder OpenAI<\/strong><\/p>\n\n

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\u6700\u7d42\u6539\u9032\uff1a\u4f7f\u7528 Model 4o \u7684 GPT \u52a9\u624b<\/strong><\/p>\n\n

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\u53cd\u601d\u65c5\u7a0b<\/strong><\/p>\n\n

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