{"id":1930,"date":"2024-06-02T19:39:17","date_gmt":"2024-06-02T19:39:17","guid":{"rendered":"https:\/\/www.nicekj.com\/?p=1930"},"modified":"2024-06-02T19:39:17","modified_gmt":"2024-06-02T19:39:17","slug":"damoxingyingyongqiduomotaihedamoxingshiruhexianghuchengjiude","status":"publish","type":"post","link":"https:\/\/www.nicekj.com\/damoxingyingyongqiduomotaihedamoxingshiruhexianghuchengjiude.html","title":{"rendered":"\u5927\u6a21\u578b\u5e94\u7528\uff08\u4e03\uff09\u591a\u6a21\u6001\u548c\u5927\u6a21\u578b\u662f\u5982\u4f55\u76f8\u4e92\u6210\u5c31\u7684"},"content":{"rendered":"

\u524d\u8a00<\/h2>\n

\u5982\u679c\u5355\u7eaf\u7684\u5c06\u5927\u6a21\u578b\u7528\u6765\u804a\u5929\uff0c\u90a3\u5c31\u662flow\u4e86\u3002<\/p>\n

\u800c\u591a\u6a21\u6001\u8d4b\u4e88\u4e86\u5927\u6a21\u578b\u66f4\u591a\u7684\u73b0\u5b9e\u4ef7\u503c\uff0c\u5927\u6a21\u578b\u5219\u52a9\u529b\u591a\u6a21\u6001\u53d8\u5f97\u66f4\u5f3a\u5927\u3002<\/p>\n

\u591a\u6a21\u6001<\/h2>\n

\u6211\u4eec\u6240\u5904\u7684\u662f\u4e00\u4e2a\u7269\u7406\u4e16\u754c\uff0c\u4e0d\u540c\u4e8b\u7269\u4e4b\u95f4\u6a21\u6001\u591a\u79cd\u591a\u6837\uff0c\u5373\u4fbf\u662f\u7b80\u5355\u7684\u6587\u672c\uff0c\u6309\u7167\u8bed\u8a00\uff0c\u683c\u5f0f\u90fd\u53ef\u4ee5\u5206\u5f88\u591a\u4e2a\u6a21\u6001\u3002<\/p>\n

\u5728\u5b9e\u9645\u4f7f\u7528\u4e2d\uff0c\u591a\u6a21\u6001\u7684\u573a\u666f\u5f80\u5f80\u9700\u8981\u6a21\u578b\u5fae\u8c03\uff0c\u624d\u53ef\u80fd\u6ee1\u8db3\u9700\u6c42\u3002<\/p>\n

\u6211\u4eec\u8fd9\u91cc\u8fd8\u662f\u4e3b\u8981\u770b\u4e00\u4e0b\u5f53\u524d\u6bd4\u8f83\u5e38\u7528\u7684\u57fa\u7840\u591a\u6a21\u6001\u548c\u652f\u6301\u7684\u6a21\u578b\u3002<\/p>\n\n\n\n\n\n\n\n\n\n\n\n
\u6a21\u6001<\/th>\n\u573a\u666f<\/th>\n\u6a21\u578b<\/th>\n\u5907\u6ce8<\/th>\n<\/tr>\n<\/thead>\n
\u6587\u672c<\/td>\nnlp\uff1a\u81ea\u7136\u8bed\u8a00\u5904\u7406
nlu:\u81ea\u7136\u8bed\u8a00\u7406\u89e3
nlg:\u81ea\u7136\u8bed\u8a00\u751f\u6210<\/td>\n		gpt-3.5-turbo<\/code>
gpt-4<\/code><\/td>\n		<\/td>\n<\/tr>\n
\u8bed\u97f3<\/td>\nasr\uff1a\u8bed\u97f3\u8f6c\u6587\u672c
tts\uff1a\u6587\u672c\u8f6c\u8bed\u97f3<\/td>\n		\u56fd\u5916\uff1a\u5fae\u8f6f\uff0cgoogle\u5e73\u53f0\u90fd\u5f88\u597d\u7528
\u56fd\u5185\uff1a\u8baf\u98de\uff0cPaddle\u7b49\u4e5f\u5f88\u597d<\/td>\n		\u8bed\u97f3\u4e00\u822c\u90fd\u662f\u8f6c\u6210\u6587\u672c\u7136\u540e\u7ed9\u5230\u5927\u6a21\u578b<\/td>\n<\/tr>\n
\u56fe\u7247<\/td>\n\u6587\u751f\u56fe
\u56fe\u751f\u6587
\u56fe\u7f16\u8f91
\u56fe\u68c0\u7d22<\/td>\n		midjourney<\/code>:\u6700\u597d\u7684\u56fe\u7247\u751f\u6210\u5de5\u5177\uff0c\u6ca1\u6709\u4e4b\u4e00
DALL\u00b7E<\/code>:openai\u7684\u6a21\u578b\uff0c2\u548c3\u90fd\u5f88\u597d\uff0c\u529f\u80fd\u5f3a\u5927
gpt-4-vision-preview<\/code>:\u56fe\u7247\u7406\u89e3\u7684\u6a21\u578b
VisualBERT<\/code>\u548cImageBERT<\/code>\uff1a\u56fe\u7247\u5411\u91cf\u5316<\/td>\n		\u56fe\u7247\u548c\u5927\u6a21\u578b\u53ef\u4ee5\u73a9\u7684\u5f88\u82b1\uff0c\u4e0b\u9762\u8be6\u8bf4<\/td>\n<\/tr>\n
\u89c6\u9891<\/td>\n\u6587\u751f\u89c6\u9891\uff0c\u89c6\u9891\u7406\u89e3<\/td>\n\u5f85sora\u95ee\u4e16<\/td>\n\u89c6\u9891\u76f8\u5173\u7684\u7ed3\u5408\u8f83\u5c11\uff0c\u57fa\u5efa\u7f3a\u7f3a<\/td>\n<\/tr>\n
\u4ee3\u7801<\/td>\n\u4ee3\u7801\u751f\u6210\u548c\u7ea0\u9519<\/td>\nCodex<\/code><\/del> \u5df2\u96c6\u6210\u5230gpt\u7684\u6a21\u578b\u4e2d<\/td>\n\u73b0\u5728\u7684\u57fa\u7840\u5927\u6a21\u578b\u51e0\u4e4e\u90fd\u5177\u5907\u7f16\u7a0b\u80fd\u529b\uff0c\u5e76\u4e14\u88ab\u5e7f\u6cdb\u96c6\u6210\u5230github copilot<\/code>\uff0cVS Code<\/code>\u8fd9\u7c7b\u5de5\u5177\u4e2d<\/td>\n<\/tr>\n
embedding<\/td>\nRAG:\u68c0\u7d22\u589e\u5f3a<\/td>\n\u5f00\u6e90\u7684bert<\/code>
openai\u7684text-embedding-xxx<\/code>\u7cfb\u5217
\u4e2d\u6587\u7684m3e<\/code><\/td>\n		\u4e25\u683c\u8bb2\u8fd9\u4e0d\u7b97\u4e00\u4e2a\u6a21\u6001\uff0c\u4f46RAG\u5f80\u5f80\u88ab\u5355\u62ce\u51fa\u6765\u7528<\/td>\n<\/tr>\n
\u5ba1\u8ba1<\/td>\n\u5185\u5bb9\u5ba1\u8ba1\u76f8\u5173\u7684\u573a\u666f\uff0c\u7528\u4e8e\u68c0\u6d4b\u4e0d\u5b89\u5168\u5185\u5bb9<\/td>\nopenai\u7684text-moderation-xx<\/code>\u7cfb\u5217<\/td>\n\u8fd8\u8bb0\u5f97\u6211\u4e4b\u524d\u8bf4\u7684\u5927\u6a21\u578b\u5b89\u5168\u95ee\u9898\u5417\uff0c\u4f7f\u7528\u5ba1\u8ba1\u6a21\u578b\u4e5f\u662f\u4e00\u79cd\u65b9\u5411<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u5178\u578b\u573a\u666f<\/h2>\n

1. \u6f2b\u753b<\/h3>\n

\u6211\u4eec\u53ef\u4ee5\u5229\u7528\u5927\u6a21\u578b\u81ea\u52a8\u6839\u636e\u6211\u4eec\u7684\u5267\u60c5\u753b\u6f2b\u753b\uff0c\u5b83\u7684\u5b9e\u73b0\u6d41\u7a0b\u5927\u81f4\u5982\u4e0b\uff1a<\/p>\n

    \n
  • \u5355\u667a\u80fd\u4f53\u7248\u672c<\/li>\n<\/ul>\n
      \n
    1. \u521b\u5efa\u4e00\u4e2a\u6f2b\u753b\u5bb6agent<\/code><\/li>\n
    2. \u7ed9\u8fd9\u4e2a\u6f2b\u753b\u5bb6\u6dfb\u52a0\u4e00\u4e2a\u6587\u751f\u56fe<\/code>\u7684tool<\/li>\n
    3. \u7ed9\u5b83\u4e00\u6bb5\u6bb5\u5267\u60c5\uff0c\u81ea\u52a8\u751f\u6210\u6f2b\u753b<\/li>\n<\/ol>\n
        \n
      • \u591a\u667a\u80fd\u4f53\u7248\u672c<\/li>\n<\/ul>\n
          \n
        1. \u521b\u5efa\u4e00\u4e2a\u6f2b\u753b\u5bb6agent<\/code>\uff0c\u521b\u5efa\u4e00\u4e2a\u4f5c\u5bb6agent<\/code><\/li>\n
        2. \u7ed9\u8fd9\u4e2a\u6f2b\u753b\u5bb6\u6dfb\u52a0\u4e00\u4e2a\u6587\u751f\u56fe<\/code>\u7684tool\uff0c\u7ed9\u4f5c\u5bb6\u4e00\u4e2atts<\/code>tool\u3002<\/li>\n
        3. \u7ed9\u4f5c\u5bb6\u4e00\u6bb5\u6982\u8981\uff0c\u4f5c\u5bb6\u81ea\u52a8\u751f\u6210\u4e00\u6bb5\u6bb5\u5267\u60c5\uff0c\u5e76\u751f\u6210\u5bf9\u5e94\u7684\u8bed\u97f3<\/li>\n
        4. \u6f2b\u753b\u5bb6\u6839\u636e\u5267\u60c5\u753b\u51fa\u6f2b\u753b<\/li>\n<\/ol>\n

          2. \u5065\u8eab|\u51cf\u80a5<\/h3>\n

          \u5728\u51cf\u80a5\u7684\u65f6\u5019\uff0c\u662f\u4e0d\u662f\u6709\u8fd9\u6837\u7684\u70e6\u607c\uff0c\u4e0d\u77e5\u9053\u81ea\u5df1\u5403\u7684\u8fd9\u987f\u996d\u6709\u591a\u5c11\u5361\u8def\u91cc\uff1f<\/p>\n

          \u6211\u4eec\u53ef\u4ee5\u5728\u5403\u996d\u524d\uff0c\u628a\u98df\u7269\u62cd\u4e0b\u6765\uff0c\u7136\u540e\u7528\u56fe\u751f\u6587<\/code>\u7684\u80fd\u529b\u89e3\u8bfb\u51fa\uff0c\u5f53\u524d\u98df\u7269\u6240\u542b\u6709\u7684\u5361\u8def\u91cc\u3002<\/p>\n

          3. \u533b\u7597<\/h3>\n

          \u6211\u751f\u75c5\u65f6\uff0c\u6700\u5934\u75bc\u7684\u4e8b\u60c5\u5c31\u662f\u63cf\u8ff0\u4e0d\u51fa\u81ea\u5df1\u662f\u4ec0\u4e48\u75c5\uff0c\u4e5f\u4e0d\u77e5\u9053\u7528\u4ec0\u4e48\u836f\u3002<\/p>\n

          \u4eb2\u8eab\u7ecf\u5386\uff1a\u6709\u6b21\u65e9\u6668\u9192\u6765\uff0c\u53d1\u73b0\u540e\u69fd\u7259\u9f88\u80bf\u4e86\uff0c\u5403\u4e0d\u4e86\u996d\uff0c\u5f53\u65f6\u4e0d\u77e5\u9053\u662f\u667a\u9f7f\u51a0\u5468\u708e\uff0c\u53bb\u533b\u9662\u6302\u53f7\u6392\u961f\uff0c\u641e\u4e86\u4e00\u4e0b\u5348\uff0c\u5f00\u4e86\u4e00\u5806\u836f\u3002\u540e\u6765\u518d\u51fa\u73b0\u8fd9\u6837\u7684\u60c5\u51b5\uff0c\u6211\u5c31\u76f4\u63a5\u7f51\u8d2d\u963f\u83ab\u897f\u6797\u80f6\u56ca\u548c\u7532\u785d\u5511\u53e3\u542b\u7247\uff0c\u57fa\u672c\u4e00\u4e24\u5929\u5c31\u80fd\u597d\u3002\u7701\u7565\u4e00\u5927\u7b14\u51a4\u6789\u94b1\u548c\u5927\u628a\u7684\u65f6\u95f4\u3002<\/p>\n

          \u73b0\u5728\u60f3\u60f3\uff0c\u5982\u679c\u6709\u5927\u6a21\u578b\u652f\u6301\u7684\u533b\u7597agent<\/code>\uff0c\u501f\u52a9\u56fe\u641c\u56fe<\/code>\u7684\u80fd\u529b\uff0c\u6211\u53ea\u9700\u8981\u5bf9\u7740\u53e3\u8154\u62cd\u4e2a\u7167\u7247\uff0c\u5c31\u80fd\u76f4\u63a5\u770b\u75c5\uff0c\u6293\u836f\u3002<\/p>\n

          4. \u6cd5\u5f8b\u52a9\u624b<\/h3>\n

          \u8fd9\u662f\u4e00\u4e2a\u5178\u578b\u7684embedding<\/code>\u529f\u80fd\uff0c\u5728langchain<\/code>\u6846\u67b6\u4e0a\u6709\u73b0\u6210\u7684\u529f\u80fd\u3002\u5b9e\u9645\u5e94\u7528\u4e2d\u662f\u975e\u5e38\u666e\u904d\u548c\u5e7f\u6cdb\u7684\u3002<\/p>\n

          \u6bd4\u5982\u5f53\u4f60\u5728\u505a\u67d0\u4e2a\u4e8b\u60c5\uff0c\u800c\u4e0d\u77e5\u9053\u6cd5\u5f8b\u662f\u5982\u4f55\u89c4\u5b9a\u7684\u65f6\u5019\uff0c\u7528embedding<\/code>\u529f\u80fd\u5bf9\u6240\u6709\u7684\u6cd5\u5f8b\u6761\u76ee\u8fdb\u884c\u53ec\u56de\uff0c\u5e76\u7528\u5927\u6a21\u578b\u8fdb\u884c\u603b\u7ed3\u548c\u56de\u590d\u3002<\/p>\n

          5. siri<\/h3>\n

          \u8fd9\u662f\u4e00\u4e2a\u8f83\u4e3a\u590d\u6742\u7684\u573a\u666f\uff0c\u5b83\u96c6\u6210\u82f9\u679c\u624b\u673a\u7684\u57fa\u7840\u529f\u80fd\uff0c\u6b64\u65f6\u4ed6\u7684\u6a21\u6001\u66f4\u52a0\u5bbd\u6cdb\uff0c\u662f\u4e00\u4e2a\u5178\u578b\u7684\u5927\u6a21\u578b\u548c\u591a\u6a21\u6001\u7684\u5e94\u7528\u573a\u666f\u3002<\/p>\n

          \u5c3e\u8bed<\/h2>\n

          \u591a\u6a21\u6001\u662f\u5927\u6a21\u578b\u5e94\u7528\u4e2d\u4e0d\u53ef\u7f3a\u5c11\u7684\u90e8\u5206\u3002\u662f\u66f4\u8d34\u8fd1\u5e94\u7528\u7684\u90e8\u5206\u3002<\/p>\n

          \u4e0d\u540c\u7684\u5e94\u7528\u573a\u666f\u9700\u8981\u4e0d\u540c\u7684\u7b56\u7565\uff0c\u53ef\u80fd\u662f\u65b0\u65e7\u6280\u672f\u7684\u7ed3\u5408\uff0c\u4e5f\u53ef\u80fd\u662f\u5b8c\u5168\u65b0\u7684\u9886\u57df\uff0c\u6bd4\u5982sora\u3002\u591a\u6a21\u6001\u6b63\u5728\u53d1\u529b\u7684\u8def\u4e0a\uff0c\u8fd8\u9700\u8981\u6211\u4eec\u66f4\u591a\u7684\u63a2\u7d22\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

          \u5982\u679c\u5355\u7eaf\u7684\u5c06\u5927\u6a21\u578b\u7528\u6765\u804a\u5929\uff0c\u90a3\u5c31\u592alow\u4e86\u3002 \u591a\u6a21\u6001\u8d4b\u4e88\u4e86\u5927\u6a21\u578b\u66f4\u591a\u7684\u73b0\u5b9e\u4ef7\u503c\uff0c\u5927\u6a21\u578b\u5219\u52a9\u529b\u591a\u6a21\u6001\u53d8\u5f97\u66f4\u5f3a\u5927\u3002\u672c\u6587\u91cd\u573a\u666f\uff0c\u5e76\u5206\u7c7b\u7406\u89e3\u591a\u6a21\u6001\u662f\u5982\u4f55\u8ba9\u5927\u6a21\u578b\u548c\u73b0\u5b9e\u63a5\u8f68\u7684\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"rank_math_title":"","rank_math_description":"","rank_math_focus_keyword":"","views":"5","footnotes":""},"categories":[3],"tags":[126,127,128,129,136],"collection":[],"class_list":["post-1930","post","type-post","status-publish","format-standard","hentry","category-fenlei2","tag-gpt","tag-ai","tag-128","tag-129","tag-136"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1930","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/comments?post=1930"}],"version-history":[{"count":0,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1930\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/media?parent=1930"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/categories?post=1930"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/tags?post=1930"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/collection?post=1930"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}