{"id":19408,"date":"2025-01-26T14:13:51","date_gmt":"2025-01-26T06:13:51","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=19408"},"modified":"2025-01-26T14:13:51","modified_gmt":"2025-01-26T06:13:51","slug":"langwatch","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/langwatch\/","title":{"rendered":"LangWatch\uff1a\u57fa\u4e8eDSPy \u6846\u67b6\u76d1\u63a7\u4e0e\u4f18\u5316LLM\u6d41\u7a0b\u7684\u53ef\u89c6\u5316\u5de5\u5177"},"content":{"rendered":"<p>LangWatch \u662f\u4e00\u4e2a\u4e13\u4e3a\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u64cd\u4f5c\u800c\u8bbe\u8ba1\u7684\u7efc\u5408\u5e73\u53f0\uff0c\u63d0\u4f9b\u76d1\u63a7\u3001\u5206\u6790\u3001\u8bc4\u4f30\u3001\u6570\u636e\u96c6\u7ba1\u7406\u548c\u63d0\u793a\u4f18\u5316\u7b49\u529f\u80fd\u3002\u8be5\u5e73\u53f0\u57fa\u4e8e\u65af\u5766\u798f\u5927\u5b66\u7684 DSPy \u6846\u67b6\uff0c\u65e8\u5728\u5e2e\u52a9\u7528\u6237\u66f4\u597d\u5730\u7ba1\u7406\u548c\u4f18\u5316 LLM \u7ba1\u9053\u3002LangWatch \u63d0\u4f9b\u4e86\u4e00\u4e2a\u76f4\u89c2\u7684\u62d6\u653e\u754c\u9762\uff0c\u4f7f\u7528\u6237\u80fd\u591f\u8f7b\u677e\u8fdb\u884c\u5b9e\u9a8c\u8ddf\u8e2a\u548c\u7248\u672c\u63a7\u5236\u3002\u6b64\u5916\uff0c\u5e73\u53f0\u8fd8\u652f\u6301\u591a\u79cd\u8bc4\u4f30\u5de5\u5177\u548c\u81ea\u5b9a\u4e49\u8bc4\u4f30\u6784\u5efa\u5668\uff0c\u786e\u4fdd\u6a21\u578b\u7684\u8d28\u91cf\u548c\u5408\u89c4\u6027\u3002\u65e0\u8bba\u662f\u5b9e\u65f6\u8c03\u8bd5\u3001\u6027\u80fd\u8ddf\u8e2a\uff0c\u8fd8\u662f\u7528\u6237\u5206\u6790\uff0cLangWatch \u90fd\u80fd\u63d0\u4f9b\u5168\u9762\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-19409\" title=\"LangWatch\uff1a\u57fa\u4e8eDSPy \u6846\u67b6\u76d1\u63a7\u4e0e\u4f18\u5316LLM\u6d41\u7a0b\u7684\u53ef\u89c6\u5316\u5de5\u5177-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/1d64d102d95987b.jpg\" alt=\"LangWatch\uff1a\u57fa\u4e8eDSPy \u6846\u67b6\u76d1\u63a7\u4e0e\u4f18\u5316LLM\u6d41\u7a0b\u7684\u53ef\u89c6\u5316\u5de5\u5177-1\" width=\"1584\" height=\"1041\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/1d64d102d95987b.jpg 1584w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/1d64d102d95987b-300x197.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/1d64d102d95987b-1024x673.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/1d64d102d95987b-768x505.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/1d64d102d95987b-1536x1009.jpg 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/1d64d102d95987b-18x12.jpg 18w\" sizes=\"auto, (max-width: 1584px) 100vw, 1584px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u53ef\u89c6\u5316\u754c\u9762\uff1a \u63d0\u4f9b\u62d6\u653e\u5f0f\u754c\u9762\uff0c\u7528\u4e8e LLM \u7ba1\u9053\u4f18\u5316\u3002<\/li>\n<li>\u57fa\u4e8e DSPy \u6846\u67b6\uff1a \u6784\u5efa\u4e8e\u65af\u5766\u798f\u5927\u5b66\u7684 DSPy \u6846\u67b6\u4e4b\u4e0a\u3002<\/li>\n<li>\u81ea\u52a8\u751f\u6210\uff1a \u81ea\u52a8\u751f\u6210\u63d0\u793a\u548c\u5c11\u91cf\u793a\u4f8b\u3002<\/li>\n<li>\u5b9e\u9a8c\u8ddf\u8e2a\uff1a \u53ef\u89c6\u5316\u5b9e\u9a8c\u8ddf\u8e2a\u548c\u7248\u672c\u63a7\u5236\u3002<\/li>\n<li>\u8bc4\u4f30\u5668\uff1a \u63d0\u4f9b 30 \u591a\u4e2a\u73b0\u6210\u7684\u8bc4\u4f30\u5668\uff0c\u5e76\u652f\u6301\u81ea\u5b9a\u4e49\u8bc4\u4f30\u6784\u5efa\u5668\u3002<\/li>\n<li>\u6570\u636e\u96c6\u7ba1\u7406\uff1a \u63d0\u4f9b\u5b8c\u6574\u7684\u6570\u636e\u96c6\u7ba1\u7406\u529f\u80fd\u3002<\/li>\n<li>\u5408\u89c4\u6027\u68c0\u67e5\uff1a \u63d0\u4f9b\u5408\u89c4\u6027\u548c\u5b89\u5168\u6027\u68c0\u67e5\u3002<\/li>\n<li>DSPy \u53ef\u89c6\u5316\u5de5\u5177\uff1a \u5185\u7f6e DSPy \u53ef\u89c6\u5316\u5de5\u5177\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u4e0e\u8bbe\u7f6e<\/h3>\n<h4>\u672c\u5730\u5b89\u88c5<\/h4>\n<ol>\n<li><strong>\u514b\u9686\u4ed3\u5e93<\/strong>\uff1a<\/li>\n<\/ol>\n<pre><code>   git clone https:\/\/github.com\/langwatch\/langwatch.git\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li><strong>\u590d\u5236\u73af\u5883\u914d\u7f6e\u6587\u4ef6<\/strong>\uff1a<\/li>\n<\/ol>\n<pre><code>   cp langwatch\/.env.example langwatch\/.env\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li><strong>\u6784\u5efa\u5e76\u542f\u52a8\u5bb9\u5668<\/strong>\uff1a<\/li>\n<\/ol>\n<pre><code>   docker compose up --build\r\n<\/code><\/pre>\n<ol start=\"4\">\n<li><strong>\u8bbf\u95ee\u5e73\u53f0<\/strong>\uff1a\u6253\u5f00\u6d4f\u89c8\u5668\uff0c\u8bbf\u95ee http:\/\/localhost:5560\u3002<\/li>\n<\/ol>\n<h4>\u5f00\u53d1\u73af\u5883\u8bbe\u7f6e<\/h4>\n<ol>\n<li><strong>\u542f\u52a8\u6570\u636e\u5e93<\/strong>\uff1a<\/li>\n<\/ol>\n<pre><code>   docker compose up redis postgres opensearch\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li><strong>\u5b89\u88c5\u4f9d\u8d56\u5e76\u542f\u52a8\u5e73\u53f0<\/strong>\uff1a<\/li>\n<\/ol>\n<pre><code>   make install\r\nmake start\r\n<\/code><\/pre>\n<h3>\u529f\u80fd\u64cd\u4f5c\u6307\u5357<\/h3>\n<h4>\u4f18\u5316\u5de5\u4f5c\u5ba4<\/h4>\n<ul>\n<li><strong>\u62d6\u653e\u754c\u9762<\/strong>\uff1a\u901a\u8fc7\u62d6\u653e\u7ec4\u4ef6\uff0c\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u6784\u5efa\u548c\u4f18\u5316LLM\u7ba1\u9053\u3002<\/li>\n<li><strong>\u5b9e\u9a8c\u8ddf\u8e2a<\/strong>\uff1a\u8bb0\u5f55\u6bcf\u6b21\u5b9e\u9a8c\u7684\u8be6\u7ec6\u4fe1\u606f\uff0c\u4fbf\u4e8e\u7248\u672c\u63a7\u5236\u548c\u7ed3\u679c\u5bf9\u6bd4\u3002<\/li>\n<\/ul>\n<h4>\u8d28\u91cf\u4fdd\u8bc1<\/h4>\n<ul>\n<li><strong>\u5185\u7f6e\u8bc4\u4f30\u5de5\u5177<\/strong>\uff1a\u5e73\u53f0\u5185\u7f6e\u4e8630\u591a\u79cd\u8bc4\u4f30\u5de5\u5177\uff0c\u7528\u6237\u53ef\u4ee5\u6839\u636e\u9700\u8981\u9009\u62e9\u5408\u9002\u7684\u8bc4\u4f30\u65b9\u6cd5\u3002<\/li>\n<li><strong>\u81ea\u5b9a\u4e49\u8bc4\u4f30\u6784\u5efa\u5668<\/strong>\uff1a\u7528\u6237\u53ef\u4ee5\u6839\u636e\u5177\u4f53\u9700\u6c42\uff0c\u81ea\u5b9a\u4e49\u8bc4\u4f30\u6807\u51c6\u548c\u65b9\u6cd5\u3002<\/li>\n<\/ul>\n<h4>\u6570\u636e\u96c6\u7ba1\u7406<\/h4>\n<ul>\n<li><strong>\u6570\u636e\u4e0a\u4f20\u4e0e\u7ba1\u7406<\/strong>\uff1a\u7528\u6237\u53ef\u4ee5\u4e0a\u4f20\u548c\u7ba1\u7406\u81ea\u5df1\u7684\u6570\u636e\u96c6\uff0c\u5e73\u53f0\u63d0\u4f9b\u5168\u9762\u7684\u6570\u636e\u5408\u89c4\u6027\u68c0\u67e5\u3002<\/li>\n<li><strong>\u6570\u636e\u5b89\u5168<\/strong>\uff1a\u786e\u4fdd\u6570\u636e\u5728\u4f20\u8f93\u548c\u5b58\u50a8\u8fc7\u7a0b\u4e2d\u7684\u5b89\u5168\u6027\u3002<\/li>\n<\/ul>\n<h4>\u76d1\u63a7\u4e0e\u5206\u6790<\/h4>\n<ul>\n<li><strong>\u5b9e\u65f6\u8c03\u8bd5<\/strong>\uff1a\u63d0\u4f9b\u5b9e\u65f6\u8c03\u8bd5\u5de5\u5177\uff0c\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u5b9a\u4f4d\u548c\u89e3\u51b3\u95ee\u9898\u3002<\/li>\n<li><strong>\u6027\u80fd\u8ddf\u8e2a<\/strong>\uff1a\u8be6\u7ec6\u8bb0\u5f55\u6a21\u578b\u7684\u6027\u80fd\u6307\u6807\uff0c\u5e2e\u52a9\u7528\u6237\u4f18\u5316\u6a21\u578b\u3002<\/li>\n<li><strong>\u7528\u6237\u5206\u6790<\/strong>\uff1a\u63d0\u4f9b\u7528\u6237\u884c\u4e3a\u5206\u6790\u5de5\u5177\uff0c\u5e2e\u52a9\u7528\u6237\u4e86\u89e3\u6a21\u578b\u7684\u4f7f\u7528\u60c5\u51b5\u3002<\/li>\n<li><strong>\u81ea\u5b9a\u4e49\u4e1a\u52a1\u6307\u6807<\/strong>\uff1a\u7528\u6237\u53ef\u4ee5\u6839\u636e\u4e1a\u52a1\u9700\u6c42\uff0c\u81ea\u5b9a\u4e49\u76d1\u63a7\u6307\u6807\u548c\u8b66\u62a5\u3002<\/li>\n<\/ul>\n<h3>LangWatch \u4e91<\/h3>\n<ul>\n<li><strong>\u6ce8\u518c\u4e0e\u767b\u5f55<\/strong>\uff1a\u7528\u6237\u53ef\u4ee5\u5728LangWatch\u4e91\u5e73\u53f0\u4e0a\u514d\u8d39\u6ce8\u518c\u8d26\u53f7\uff0c\u767b\u5f55\u540e\u5373\u53ef\u4f7f\u7528\u5e73\u53f0\u7684\u5168\u90e8\u529f\u80fd\u3002<\/li>\n<li><strong>\u4e91\u7aef\u670d\u52a1<\/strong>\uff1a\u63d0\u4f9b\u9ad8\u53ef\u7528\u6027\u7684\u4e91\u7aef\u670d\u52a1\uff0c\u7528\u6237\u65e0\u9700\u62c5\u5fc3\u57fa\u7840\u8bbe\u65bd\u7684\u7ef4\u62a4\u548c\u7ba1\u7406\u3002<\/li>\n<\/ul>\n<h3>\u81ea\u6258\u7ba1\u652f\u6301<\/h3>\n<ul>\n<li><strong>\u5546\u4e1a\u652f\u6301<\/strong>\uff1aLangWatch\u63d0\u4f9b\u5546\u4e1a\u652f\u6301\uff0c\u5e2e\u52a9\u7528\u6237\u5728\u81ea\u5df1\u7684\u57fa\u7840\u8bbe\u65bd\u4e0a\u81ea\u6258\u7ba1\u5e73\u53f0\u3002<\/li>\n<li><strong>\u8be6\u7ec6\u6587\u6863<\/strong>\uff1a\u5e73\u53f0\u63d0\u4f9b\u8be6\u7ec6\u7684\u81ea\u6258\u7ba1\u6587\u6863\uff0c\u5e2e\u52a9\u7528\u6237\u987a\u5229\u5b8c\u6210\u5b89\u88c5\u548c\u914d\u7f6e\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>LangWatch \u662f\u4e00\u4e2a\u4e13\u4e3a\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u64cd\u4f5c\u800c\u8bbe\u8ba1\u7684\u7efc\u5408\u5e73\u53f0\uff0c\u63d0\u4f9b\u76d1\u63a7\u3001\u5206\u6790\u3001\u8bc4\u4f30\u3001\u6570\u636e\u96c6\u7ba1\u7406\u548c\u63d0\u793a\u4f18\u5316\u7b49\u529f\u80fd\u3002\u8be5\u5e73\u53f0\u57fa\u4e8e\u65af\u5766\u798f\u5927\u5b66\u7684 DSPy \u6846\u67b6\uff0c\u65e8\u5728\u5e2e\u52a9\u7528\u6237\u66f4\u597d\u5730\u7ba1\u7406\u548c\u4f18\u5316 LLM \u7ba1\u9053\u3002LangWatch \u63d0\u4f9b\u4e86\u4e00\u4e2a\u76f4\u89c2&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61725,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230],"class_list":["post-19408","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/19408","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/comments?post=19408"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/19408\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media\/61725"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=19408"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=19408"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=19408"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}