{"id":95360,"date":"2026-08-26T09:50:04","date_gmt":"2026-08-26T01:50:04","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/95360.html"},"modified":"2026-08-26T09:50:04","modified_gmt":"2026-08-26T01:50:04","slug":"d12-%e6%89%8b%e6%90%93-rag%ef%bc%9a30-%e8%a1%8c%e4%bb%a3%e7%a0%81%e6%90%9e%e5%ae%9a%e9%97%ae%e7%ad%94%e6%9c%ba%e5%99%a8%e4%ba%ba","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/95360.html","title":{"rendered":"D12 | \u624b\u6413 RAG\uff1a30 \u884c\u4ee3\u7801\u641e\u5b9a\u95ee\u7b54\u673a\u5668\u4eba"},"content":{"rendered":"<\/p>\n<h4>\u6587\u7ae0\u76ee\u5f55<\/h4>\n<ul>\n<li>D12 | \u624b\u6413 RAG\uff1a30 \u884c\u4ee3\u7801\u641e\u5b9a\u95ee\u7b54\u673a\u5668\u4eba<\/li>\n<li>\n<ul>\n<li>\u5199\u5728\u524d\u9762<\/li>\n<li>\u4e00\u3001\u6700\u6734\u7d20\u7684 RAG\uff1a10 \u884c\u6838\u5fc3\u4ee3\u7801<\/li>\n<li>\u4e8c\u3001\u5b8c\u6574 RAG \u6d41\u7a0b\uff1a5 \u6b65\u62c6\u89e3<\/li>\n<li>\n<ul>\n<li>2.1 Step 1\uff1a\u6587\u6863\u52a0\u8f7d<\/li>\n<li>2.2 Step 2\uff1a\u6587\u6863\u5207\u7247<\/li>\n<li>2.3 Step 3\uff1aEmbedding<\/li>\n<li>2.4 Step 4\uff1a\u68c0\u7d22\uff08\u5411\u91cf\u76f8\u4f3c\u5ea6\uff09<\/li>\n<li>2.5 Step 5\uff1a\u751f\u6210<\/li>\n<\/ul>\n<\/li>\n<li>\u4e09\u300130 \u884c\u5b8c\u6574\u7248\uff1a\u624b\u6413 RAG<\/li>\n<li>\u56db\u3001\u52a0\u6d41\u5f0f\u8f93\u51fa\uff1a\u4e00\u4e2a token \u4e00\u4e2a token \u8fd4\u56de<\/li>\n<li>\n<ul>\n<li>4.1 \u6d41\u5f0f\u8f93\u51fa\u7684 3 \u4e2a\u597d\u5904<\/li>\n<\/ul>\n<\/li>\n<li>\u4e94\u3001\u52a0\u77e5\u8bc6\u5e93\u6301\u4e45\u5316<\/li>\n<li>\n<ul>\n<li>5.1 \u65b9\u6848 \u2460\uff1aJSON \u5b58\u76d8\uff08\u5c0f\u9879\u76ee\uff09<\/li>\n<li>5.2 \u65b9\u6848 \u2461\uff1aSQLite \u5b58\u76d8\uff08\u4e2d\u7b49\u9879\u76ee\uff09<\/li>\n<li>5.3 \u65b9\u6848 \u2462\uff1aChroma \/ Milvus\uff08D10 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