{"id":2668,"date":"2024-04-20T19:20:00","date_gmt":"2024-04-20T11:20:00","guid":{"rendered":"https:\/\/infernews.com\/?p=2668"},"modified":"2024-05-20T19:25:03","modified_gmt":"2024-05-20T11:25:03","slug":"ollama-%e5%90%91%e9%87%8f%e5%b5%8c%e5%85%a5%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/ollama-%e5%90%91%e9%87%8f%e5%b5%8c%e5%85%a5%e6%a8%a1%e5%9e%8b\/","title":{"rendered":"Ollama \u5411\u91cf\u5d4c\u5165\u6a21\u578b"},"content":{"rendered":"
<\/a>
Embedding models \u00b7 Ollama Blog<\/span>
Ollama \u63d0\u4f9b\u4e86\u5d4c\u5165\u6a21\u578b\uff0c\u53ef\u4ee5\u8f15\u9b06\u751f\u6210\u7528\u4e8e\u641c\u7d22\u548c\u6aa2\u7d22\u589e\u5f37\u751f\u6210\uff08 RAG \uff09\u61c9\u7528\u7a0b\u5e8f\u3002<\/div>
<\/div><\/div><\/div>\n\n\n

Embedding models \u662f\u4e00\u7a2e\u5c08\u9580\u7528\u65bc\u751f\u6210\u5411\u91cf\u5d4c\u5165\u7684\u6a21\u578b\uff1a\u9577\u6578\u7d44\u6578\u5b57\uff0c\u4ee3\u8868\u7d66\u5b9a\u6587\u672c\u5e8f\u5217\u7684\u8a9e\u7fa9\u542b\u7fa9\u3002\u751f\u6210\u7684\u5411\u91cf\u5d4c\u5165\u6578\u7d44\u7136\u5f8c\u53ef\u4ee5\u5b58\u5132\u5728\u6578\u64da\u5eab\u4e2d\uff0c\u8a72\u6578\u64da\u5eab\u5c07\u5b83\u5011\u4f5c\u70ba\u4e00\u7a2e\u65b9\u5f0f\u9032\u884c\u6bd4\u8f03\uff0c\u4ee5\u641c\u7d22\u5177\u6709\u76f8\u4f3c\u542b\u7fa9\u7684\u6578\u64da\u3002<\/p>\n\n\n\n

Embedding models \u7684\u5de5\u4f5c\u539f\u7406\u662f\u5c07\u6587\u672c\u5206\u89e3\u70ba\u55ae\u8a5e\u6216\u77ed\u8a9e\u5e8f\u5217\uff0c\u7136\u5f8c\u70ba\u6bcf\u500b\u55ae\u8a5e\u6216\u77ed\u8a9e\u5206\u914d\u4e00\u500b\u5411\u91cf\u3002\u9019\u4e9b\u5411\u91cf\u901a\u5e38\u662f\u9ad8\u7dad\u7684\uff0c\u53ef\u4ee5\u6355\u7372\u55ae\u8a5e\u6216\u77ed\u8a9e\u7684\u8a9e\u7fa9\u542b\u7fa9\u3002\u4f8b\u5982\uff0c\u55ae\u8a5e\u201c\u570b\u738b\u201d\u548c\u201c\u5973\u738b\u201d\u53ef\u80fd\u5177\u6709\u76f8\u4f3c\u7684\u5411\u91cf\uff0c\u56e0\u70ba\u5b83\u5011\u90fd\u8207\u7687\u5ba4\u6709\u95dc\u3002<\/p>\n\n\n\n

Embedding models \u6709\u8a31\u591a\u61c9\u7528\uff0c\u5305\u62ec\uff1a<\/p>\n\n\n\n

    \n
  • \u81ea\u7136\u8a9e\u8a00\u8655\u7406 (NLP)<\/strong>\uff1aEmbedding models \u53ef\u7528\u65bc\u63d0\u9ad8 NLP \u4efb\u52d9\u7684\u6027\u80fd\uff0c\u4f8b\u5982\u6a5f\u5668\u7ffb\u8b6f\u3001\u6587\u672c\u5206\u985e\u548c\u60c5\u611f\u5206\u6790\u3002<\/li>\n\n\n\n
  • \u4fe1\u606f\u6aa2\u7d22 (IR)<\/strong>\uff1aEmbedding models \u53ef\u7528\u65bc\u63d0\u9ad8 IR \u7cfb\u7d71\u7684\u6027\u80fd\uff0c\u4f8b\u5982\u641c\u7d22\u5f15\u64ce\u548c\u63a8\u85a6\u7cfb\u7d71\u3002<\/li>\n\n\n\n
  • \u8a08\u7b97\u6a5f\u8996\u89ba (CV)<\/strong>\uff1aEmbedding models \u53ef\u7528\u65bc\u5c07\u5716\u50cf\u8868\u793a\u70ba\u5411\u91cf\uff0c\u9019\u53ef\u4ee5\u63d0\u9ad8 CV \u4efb\u52d9\u7684\u6027\u80fd\uff0c\u4f8b\u5982\u5716\u50cf\u5206\u985e\u548c\u5c0d\u8c61\u6aa2\u6e2c\u3002<\/li>\n<\/ul>\n\n\n\n

    Embedding models \u662f\u4e00\u7a2e\u5f37\u5927\u7684\u5de5\u5177\uff0c\u53ef\u7528\u65bc\u63d0\u9ad8\u5404\u7a2e\u4efb\u52d9\u7684\u6027\u80fd\u3002\u5b83\u5011\u662f NLP\u3001IR \u548c CV \u7b49\u9818\u57df\u7684\u91cd\u8981\u7814\u7a76\u9818\u57df\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    Embedding models \u662f\u4e00\u7a2e\u5c08\u9580\u7528\u65bc\u751f\u6210\u5411\u91cf\u5d4c\u5165\u7684\u6a21\u578b\uff1a\u9577\u6578\u7d44\u6578\u5b57\uff0c\u4ee3\u8868\u7d66\u5b9a\u6587\u672c\u5e8f\u5217\u7684\u8a9e\u7fa9\u542b\u7fa9\u3002\u751f\u6210\u7684\u5411\u91cf\u5d4c\u5165\u6578\u7d44\u7136\u5f8c\u53ef\u4ee5\u5b58\u5132\u5728\u6578\u64da\u5eab\u4e2d\uff0c\u8a72\u6578\u64da\u5eab\u5c07\u5b83\u5011\u4f5c\u70ba\u4e00\u7a2e\u65b9\u5f0f\u9032\u884c\u6bd4\u8f03\uff0c\u4ee5\u641c\u7d22\u5177\u6709\u76f8\u4f3c\u542b\u7fa9\u7684\u6578\u64da\u3002 Embedding models \u7684\u5de5\u4f5c\u539f\u7406\u662f\u5c07\u6587\u672c\u5206\u89e3\u70ba\u55ae\u8a5e\u6216\u77ed\u8a9e\u5e8f\u5217\uff0c\u7136\u5f8c\u70ba\u6bcf\u500b\u55ae\u8a5e\u6216\u77ed\u8a9e\u5206\u914d\u4e00\u500b\u5411\u91cf\u3002\u9019\u4e9b\u5411\u91cf\u901a\u5e38\u662f\u9ad8\u7dad\u7684\uff0c\u53ef\u4ee5\u6355\u7372\u55ae\u8a5e\u6216\u77ed\u8a9e\u7684\u8a9e\u7fa9\u542b\u7fa9\u3002\u4f8b\u5982\uff0c\u55ae\u8a5e\u201c\u570b\u738b\u201d\u548c\u201c\u5973\u738b\u201d\u53ef\u80fd\u5177\u6709\u76f8\u4f3c\u7684\u5411\u91cf\uff0c\u56e0\u70ba\u5b83\u5011\u90fd\u8207\u7687\u5ba4\u6709\u95dc\u3002 Embedding models \u6709\u8a31\u591a\u61c9\u7528\uff0c\u5305\u62ec\uff1a Embedding models \u662f\u4e00\u7a2e\u5f37\u5927\u7684\u5de5\u5177\uff0c\u53ef\u7528\u65bc\u63d0\u9ad8\u5404\u7a2e\u4efb\u52d9\u7684\u6027\u80fd\u3002\u5b83\u5011\u662f NLP\u3001IR \u548c CV \u7b49\u9818\u57df\u7684\u91cd\u8981\u7814\u7a76\u9818\u57df\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAowvqSiDA:productID":"","footnotes":""},"categories":[23],"tags":[],"class_list":["post-2668","post","type-post","status-publish","format-standard","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/2668","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=2668"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/2668\/revisions"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=2668"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=2668"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=2668"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}