{"id":14554,"date":"2024-11-30T12:36:10","date_gmt":"2024-11-30T04:36:10","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=14554"},"modified":"2024-11-30T13:02:34","modified_gmt":"2024-11-30T05:02:34","slug":"langflow","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/langflow\/","title":{"rendered":"Langflow\uff1a\u6784\u5efa\u5f3a\u5927AI\u667a\u80fd\u4f53\u548c\u5de5\u4f5c\u6d41\u7684\u4f4e\u4ee3\u7801\u5de5\u5177"},"content":{"rendered":"<p>Langflow \u662f\u4e00\u4e2a\u4f4e\u4ee3\u7801\u5de5\u5177\uff0c\u4e13\u4e3a\u5f00\u53d1\u4eba\u5458\u8bbe\u8ba1\uff0c\u7528\u4e8e\u6784\u5efa\u5f3a\u5927\u7684AI\u4ee3\u7406\u548c\u5de5\u4f5c\u6d41\u3002\u5b83\u652f\u6301\u4f7f\u7528\u4efb\u4f55API\u3001\u6a21\u578b\u6216\u6570\u636e\u5e93\uff0c\u7b80\u5316\u4e86\u590d\u6742AI\u5e94\u7528\u7684\u5f00\u53d1\u8fc7\u7a0b\u3002Langflow 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class=\"wp-caption-text\">\u5728\u7ebf\u4f53\u9a8c\uff1ahttps:\/\/www.datastax.com\/products\/langflow<\/p><\/div>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u53ef\u89c6\u5316\u5de5\u4f5c\u6d41\u6784\u5efa<\/strong>\uff1a\u901a\u8fc7\u62d6\u653e\u7ec4\u4ef6\uff0c\u8f7b\u677e\u521b\u5efa\u590d\u6742\u7684AI\u5de5\u4f5c\u6d41\u3002<\/li>\n<li><strong>\u591a\u4ee3\u7406\u652f\u6301<\/strong>\uff1a\u8fd0\u884c\u5355\u4e2a\u6216\u591a\u4e2a\u4ee3\u7406\uff0c\u8bbf\u95ee\u6240\u6709\u7ec4\u4ef6\u4f5c\u4e3a\u5de5\u5177\u3002<\/li>\n<li><strong>Python\u81ea\u5b9a\u4e49<\/strong>\uff1a\u4f7f\u7528Python\u4ee3\u7801\u81ea\u5b9a\u4e49\u4efb\u4f55\u5185\u5bb9\u3002<\/li>\n<li><strong>\u9884\u6784\u5efa\u7ec4\u4ef6<\/strong>\uff1a\u9009\u62e9\u6570\u767e\u4e2a\u9884\u6784\u5efa\u7684\u6d41\u548c\u7ec4\u4ef6\uff0c\u5feb\u901f\u5f00\u59cb\u9879\u76ee\u3002<\/li>\n<li><strong>\u4e91\u90e8\u7f72<\/strong>\uff1a\u5728\u5b89\u5168\u7684\u4e91\u5e73\u53f0\u4e0a\u90e8\u7f72\u548c\u6269\u5c55AI\u5e94\u7528\u3002<\/li>\n<li><strong>\u96c6\u6210\u73b0\u6709\u5de5\u5177<\/strong>\uff1a\u8fde\u63a5\u73b0\u6709\u7684\u6570\u636e\u6e90\u3001\u6a21\u578b\u6216\u5411\u91cf\u5b58\u50a8\uff0c\u652f\u6301\u81ea\u5b9a\u4e49\u7ec4\u4ef6\u6784\u5efa\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u5b89\u88c5Langflow<\/strong>\uff1a<\/li>\n<\/ol>\n<pre><code>   pip install langflow\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li><strong>\u521b\u5efa\u7b2c\u4e00\u4e2a\u9879\u76ee<\/strong>\uff1a\n<ul>\n<li>\u6253\u5f00\u7ec8\u7aef\uff0c\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8Langflow\uff1a <code>bash<br \/>\nlangflow<br \/>\n<\/code><\/li>\n<li>\u6253\u5f00\u6d4f\u89c8\u5668\uff0c\u8bbf\u95ee <code>http:\/\/localhost:8080<\/code>\uff0c\u8fdb\u5165Langflow\u754c\u9762\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u4f7f\u7528\u6307\u5357<\/h3>\n<ol>\n<li><strong>\u521b\u5efa\u5de5\u4f5c\u6d41<\/strong>\uff1a\n<ul>\n<li>\u5728Langflow\u754c\u9762\u4e2d\uff0c\u70b9\u51fb\u201c\u65b0\u5efa\u5de5\u4f5c\u6d41\u201d\u6309\u94ae\u3002<\/li>\n<li>\u4ece\u5de6\u4fa7\u7684\u7ec4\u4ef6\u5e93\u4e2d\u62d6\u653e\u6240\u9700\u7684\u7ec4\u4ef6\u5230\u5de5\u4f5c\u533a\u3002<\/li>\n<li>\u8fde\u63a5\u7ec4\u4ef6\u4ee5\u5b9a\u4e49\u6570\u636e\u6d41\u548c\u903b\u8f91\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u914d\u7f6e\u7ec4\u4ef6<\/strong>\uff1a\n<ul>\n<li>\u70b9\u51fb\u7ec4\u4ef6\uff0c\u6253\u5f00\u914d\u7f6e\u9762\u677f\u3002<\/li>\n<li>\u6839\u636e\u9700\u8981\u8bbe\u7f6e\u7ec4\u4ef6\u7684\u53c2\u6570\uff0c\u4f8b\u5982API\u5bc6\u94a5\u3001\u6a21\u578b\u7c7b\u578b\u7b49\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8fd0\u884c\u548c\u6d4b\u8bd5<\/strong>\uff1a\n<ul>\n<li>\u914d\u7f6e\u5b8c\u6210\u540e\uff0c\u70b9\u51fb\u201c\u8fd0\u884c\u201d\u6309\u94ae\uff0c\u6267\u884c\u5de5\u4f5c\u6d41\u3002<\/li>\n<li>\u5728\u53f3\u4fa7\u9762\u677f\u67e5\u770b\u8fd0\u884c\u7ed3\u679c\u548c\u65e5\u5fd7\uff0c\u8fdb\u884c\u8c03\u8bd5\u548c\u4f18\u5316\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u90e8\u7f72\u5230\u4e91\u7aef<\/strong>\uff1a\n<ul>\n<li>\u5728Langflow\u754c\u9762\u4e2d\uff0c\u70b9\u51fb\u201c\u90e8\u7f72\u201d\u6309\u94ae\u3002<\/li>\n<li>\u9009\u62e9\u4e91\u5e73\u53f0\uff08\u5982GCP\u3001AWS\u7b49\uff09\uff0c\u6309\u7167\u63d0\u793a\u5b8c\u6210\u90e8\u7f72\u914d\u7f6e\u3002<\/li>\n<li>\u90e8\u7f72\u5b8c\u6210\u540e\uff0c\u83b7\u53d6\u8bbf\u95eeURL\uff0c\u5206\u4eab\u548c\u4f7f\u7528\u4f60\u7684AI\u5e94\u7528\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u8be6\u7ec6\u529f\u80fd\u64cd\u4f5c<\/h3>\n<ul>\n<li><strong>\u521b\u5efa\u667a\u80fd\u804a\u5929\u673a\u5668\u4eba<\/strong>\uff1a\n<ul>\n<li>\u4f7f\u7528\u201cPrompt\u201d\u7ec4\u4ef6\u5b9a\u4e49\u804a\u5929\u673a\u5668\u4eba\u7684\u5bf9\u8bdd\u903b\u8f91\u3002<\/li>\n<li>\u8fde\u63a5\u201cOpenAIModel\u201d\u7ec4\u4ef6\uff0c\u9009\u62e9GPT\u6a21\u578b\u8fdb\u884c\u5bf9\u8bdd\u751f\u6210\u3002<\/li>\n<li>\u914d\u7f6e\u201cChatInput\u201d\u548c\u201cChatOutput\u201d\u7ec4\u4ef6\uff0c\u5904\u7406\u7528\u6237\u8f93\u5165\u548c\u8f93\u51fa\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u6784\u5efa\u6587\u6863\u5206\u6790\u7cfb\u7edf<\/strong>\uff1a\n<ul>\n<li>\u4f7f\u7528\u201cDocumentLoader\u201d\u7ec4\u4ef6\u52a0\u8f7d\u6587\u6863\u6570\u636e\u3002<\/li>\n<li>\u8fde\u63a5\u201cVectorStore\u201d\u7ec4\u4ef6\uff0c\u5b58\u50a8\u548c\u68c0\u7d22\u6587\u6863\u5411\u91cf\u3002<\/li>\n<li>\u4f7f\u7528\u201cRAG\u201d\u7ec4\u4ef6\u5b9e\u73b0\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff0c\u751f\u6210\u5206\u6790\u62a5\u544a\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u751f\u6210\u5185\u5bb9<\/strong>\uff1a\n<ul>\n<li>\u4f7f\u7528\u201cContentGenerator\u201d\u7ec4\u4ef6\uff0c\u5b9a\u4e49\u5185\u5bb9\u751f\u6210\u6a21\u677f\u3002<\/li>\n<li>\u8fde\u63a5\u201cLanguageModel\u201d\u7ec4\u4ef6\uff0c\u9009\u62e9\u5408\u9002\u7684\u8bed\u8a00\u6a21\u578b\u751f\u6210\u5185\u5bb9\u3002<\/li>\n<li>\u914d\u7f6e\u201cOutput\u201d\u7ec4\u4ef6\uff0c\u5bfc\u51fa\u751f\u6210\u7684\u5185\u5bb9\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u5728\u7ebf\u90e8\u7f72 Langflow<\/h2>\n<p>Hugging Face\uff1a\u4f7f\u7528<a href=\"https:\/\/huggingface.co\/spaces\/Langflow\/Langflow?duplicate=true\">\u6b64\u94fe\u63a5<\/a>\u514b\u9686\u7a7a\u95f4\u4ee5\u521b\u5efa Langflow \u5de5\u4f5c\u533a\u3002<\/p>\n<p>\u5728 Google Cloud Platform \u4e0a<a href=\"https:\/\/console.cloud.google.com\/cloudshell\/open?git_repo=https:\/\/github.com\/langflow-ai\/langflow&amp;working_dir=scripts\/gcp&amp;shellonly=true&amp;tutorial=walkthroughtutorial_spot.md\">\u70b9\u51fb\u90e8\u7f72<\/a> Langflow\u3002<\/p>\n<p>\u4f7f\u7528\u6b64\u6a21\u677f\u5728 Railway \u4e0a\u90e8\u7f72 <a href=\"https:\/\/railway.app\/template\/UsJ1uB?referralCode=MnPSdg\">Langflow 1.0 \u9884\u89c8\u7248<\/a>\uff0c\u6216\u8005\u4f7f\u7528\u6b64\u6a21\u677f\u90e8\u7f72 <a href=\"https:\/\/railway.app\/template\/JMXEWp?referralCode=MnPSdg\">Langflow 0.6.x<\/a>\u3002<\/p>\n<p>\u5728 Render \u4e0a<a href=\"https:\/\/render.com\/deploy?repo=https:\/\/github.com\/langflow-ai\/langflow\/tree\/dev\">\u90e8\u7f72<\/a>Langflow\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Langflow \u662f\u4e00\u4e2a\u4f4e\u4ee3\u7801\u5de5\u5177\uff0c\u4e13\u4e3a\u5f00\u53d1\u4eba\u5458\u8bbe\u8ba1\uff0c\u7528\u4e8e\u6784\u5efa\u5f3a\u5927\u7684AI\u4ee3\u7406\u548c\u5de5\u4f5c\u6d41\u3002\u5b83\u652f\u6301\u4f7f\u7528\u4efb\u4f55API\u3001\u6a21\u578b\u6216\u6570\u636e\u5e93\uff0c\u7b80\u5316\u4e86\u590d\u6742AI\u5e94\u7528\u7684\u5f00\u53d1\u8fc7\u7a0b\u3002Langflow \u63d0\u4f9b\u76f4\u89c2\u7684\u53ef\u89c6\u5316\u754c\u9762\uff0c\u5141\u8bb8\u7528\u6237\u901a\u8fc7\u62d6\u653e\u7ec4\u4ef6\u5feb\u901f\u521b\u5efa\u548c\u90e8\u7f72AI\u89e3\u51b3\u65b9\u6848\uff0c&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61326,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,368],"class_list":["post-14554","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-workflow"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/14554","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/comments?post=14554"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/14554\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media\/61326"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media?parent=14554"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/categories?post=14554"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/tags?post=14554"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}