{"id":14696,"date":"2024-12-03T09:55:04","date_gmt":"2024-12-03T01:55:04","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=14696"},"modified":"2025-05-22T15:55:00","modified_gmt":"2025-05-22T07:55:00","slug":"chainforge","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/chainforge\/","title":{"rendered":"ChainForge"},"content":{"rendered":"<p>ChainForge \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u53ef\u89c6\u5316\u7f16\u7a0b\u73af\u5883\uff0c\u4e13\u4e3a\u6d4b\u8bd5\u548c\u8bc4\u4f30\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7684\u63d0\u793a\u6548\u679c\u800c\u8bbe\u8ba1\u3002\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6570\u636e\u6d41\u63d0\u793a\u5de5\u7a0b\u73af\u5883\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u8be5\u5e73\u53f0\u5feb\u901f\u63a2\u7d22\u548c\u5206\u6790\u4e0d\u540c\u63d0\u793a\u5bf9LLM\u54cd\u5e94\u8d28\u91cf\u7684\u5f71\u54cd\u3002ChainForge \u652f\u6301\u591a\u79cd\u6a21\u578b\u63d0\u4f9b\u5546\uff0c\u5305\u62ec OpenAI\u3001HuggingFace\u3001Anthropic \u7b49\uff0c\u7528\u6237\u53ef\u4ee5\u5728\u4e00\u4e2a\u754c\u9762\u4e2d\u5bf9\u591a\u4e2a\u6a21\u578b\u8fdb\u884c\u6bd4\u8f83\u548c\u8bc4\u4f30\u3002\u8be5\u5de5\u5177\u7279\u522b\u9002\u5408\u65e9\u671f\u9636\u6bb5\u7684\u63d0\u793a\u63a2\u7d22\u548c\u5feb\u901f\u8fed\u4ee3\uff0c\u5e2e\u52a9\u7528\u6237\u4f18\u5316\u63d0\u793a\u548c\u6a21\u578b\u8bbe\u7f6e\uff0c\u4ee5\u83b7\u5f97\u6700\u4f73\u7684\u54cd\u5e94\u8d28\u91cf\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-14697\" title=\"ChainForge\uff1a\u6d4b\u8bd5\u548c\u8bc4\u4f30\u5927\u578b\u8bed\u8a00\u6a21\u578b\u63d0\u793a\u6548\u679c\u7684\u5f00\u6e90\u53ef\u89c6\u5316\u7f16\u7a0b\u73af\u5883-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a06ea4599be5dcf.jpg\" alt=\"ChainForge\uff1a\u6d4b\u8bd5\u548c\u8bc4\u4f30\u5927\u578b\u8bed\u8a00\u6a21\u578b\u63d0\u793a\u6548\u679c\u7684\u5f00\u6e90\u53ef\u89c6\u5316\u7f16\u7a0b\u73af\u5883-1\" width=\"3034\" height=\"1152\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a06ea4599be5dcf.jpg 3034w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a06ea4599be5dcf-300x114.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a06ea4599be5dcf-1024x389.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a06ea4599be5dcf-768x292.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a06ea4599be5dcf-1536x583.jpg 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a06ea4599be5dcf-2048x778.jpg 2048w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a06ea4599be5dcf-18x7.jpg 18w\" sizes=\"auto, (max-width: 3034px) 100vw, 3034px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u591a\u6a21\u578b\u67e5\u8be2<\/strong>\uff1a\u540c\u65f6\u67e5\u8be2\u591a\u4e2aLLM\uff0c\u5feb\u901f\u6d4b\u8bd5\u63d0\u793a\u60f3\u6cd5\u548c\u53d8\u4f53\u3002<\/li>\n<li><strong>\u54cd\u5e94\u8d28\u91cf\u6bd4\u8f83<\/strong>\uff1a\u6bd4\u8f83\u4e0d\u540c\u63d0\u793a\u3001\u6a21\u578b\u548c\u6a21\u578b\u8bbe\u7f6e\u4e0b\u7684\u54cd\u5e94\u8d28\u91cf\u3002<\/li>\n<li><strong>\u53ef\u89c6\u5316\u8bc4\u4f30<\/strong>\uff1a\u8bbe\u7f6e\u8bc4\u4f30\u6307\u6807\u5e76\u7acb\u5373\u53ef\u89c6\u5316\u63d0\u793a\u3001\u53c2\u6570\u3001\u6a21\u578b\u548c\u8bbe\u7f6e\u7684\u7ed3\u679c\u3002<\/li>\n<li><strong>\u591a\u8f6e\u5bf9\u8bdd<\/strong>\uff1a\u5728\u6a21\u677f\u53c2\u6570\u548c\u804a\u5929\u6a21\u578b\u4e4b\u95f4\u8fdb\u884c\u591a\u8f6e\u5bf9\u8bdd\uff0c\u68c0\u67e5\u548c\u8bc4\u4f30\u6bcf\u4e2a\u5bf9\u8bdd\u56de\u5408\u7684\u8f93\u51fa\u3002<\/li>\n<li><strong>\u6a21\u677f\u5316\u63d0\u793a<\/strong>\uff1a\u4e0d\u4ec5\u53ef\u4ee5\u6a21\u677f\u5316\u63d0\u793a\uff0c\u8fd8\u53ef\u4ee5\u6a21\u677f\u5316\u540e\u7eed\u804a\u5929\u6d88\u606f\u3002<\/li>\n<li><strong>\u793a\u4f8b\u8bc4\u4f30\u6d41<\/strong>\uff1a\u63d0\u4f9b\u591a\u4e2a\u793a\u4f8b\u8bc4\u4f30\u6d41\uff0c\u5c55\u793a\u53ef\u80fd\u7684\u4f7f\u7528\u573a\u666f\u3002<\/li>\n<li><strong>\u672c\u5730\u548c\u5728\u7ebf\u5b89\u88c5<\/strong>\uff1a\u652f\u6301\u672c\u5730\u5b89\u88c5\u548c\u5728\u7ebf\u8bd5\u7528\uff0c\u63d0\u4f9b\u7075\u6d3b\u7684\u4f7f\u7528\u65b9\u5f0f\u3002<\/li>\n<li><strong>\u591a\u79cd\u6a21\u578b\u652f\u6301<\/strong>\uff1a\u652f\u6301 OpenAI\u3001HuggingFace\u3001Anthropic\u3001Google PaLM2\u3001Azure OpenAI \u7b49\u591a\u79cd\u6a21\u578b\u63d0\u4f9b\u5546\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<h4>\u672c\u5730\u5b89\u88c5<\/h4>\n<ol>\n<li>\u786e\u4fdd\u5df2\u5b89\u88c5 Python 3.8 \u6216\u66f4\u9ad8\u7248\u672c\u3002<\/li>\n<li>\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5 ChainForge\uff1a<\/li>\n<\/ol>\n<pre><code>   pip install chainforge\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8 ChainForge \u670d\u52a1\u5668\uff1a<\/li>\n<\/ol>\n<pre><code>   chainforge serve\r\n<\/code><\/pre>\n<ol start=\"4\">\n<li>\u6253\u5f00\u6d4f\u89c8\u5668\uff0c\u8bbf\u95ee <code>localhost:8000<\/code>\uff0c\u5373\u53ef\u5f00\u59cb\u4f7f\u7528 ChainForge\u3002<\/li>\n<\/ol>\n<h4>\u4f7f\u7528 Docker \u5b89\u88c5<\/h4>\n<ol>\n<li>\u6784\u5efa Docker \u955c\u50cf\uff1a<\/li>\n<\/ol>\n<pre><code>   docker build -t chainforge .\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li>\u8fd0\u884c Docker \u5bb9\u5668\uff1a<\/li>\n<\/ol>\n<pre><code>   docker run -p 8000:8000 chainforge\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li>\u6253\u5f00\u6d4f\u89c8\u5668\uff0c\u8bbf\u95ee <code>127.0.0.1:8000<\/code>\uff0c\u5373\u53ef\u5f00\u59cb\u4f7f\u7528 ChainForge\u3002<\/li>\n<\/ol>\n<h3>\u4f7f\u7528\u6307\u5357<\/h3>\n<ol>\n<li><strong>\u8bbe\u7f6e API \u5bc6\u94a5<\/strong>\uff1a\u70b9\u51fb\u53f3\u4e0a\u89d2\u7684\u8bbe\u7f6e\u56fe\u6807\uff0c\u8f93\u5165 OpenAI\u3001Anthropic\u3001Google PaLM \u7b49 API \u5bc6\u94a5\u3002<\/li>\n<li><strong>\u521b\u5efa\u65b0\u9879\u76ee<\/strong>\uff1a\u70b9\u51fb\u201c\u65b0\u5efa\u9879\u76ee\u201d\u6309\u94ae\uff0c\u9009\u62e9\u6240\u9700\u7684\u6a21\u578b\u548c\u63d0\u793a\u6a21\u677f\u3002<\/li>\n<li><strong>\u6dfb\u52a0\u63d0\u793a\u548c\u6a21\u578b<\/strong>\uff1a\u5728\u9879\u76ee\u4e2d\u6dfb\u52a0\u63d0\u793a\u6a21\u677f\u548c\u6a21\u578b\uff0c\u8bbe\u7f6e\u4e0d\u540c\u7684\u53c2\u6570\u8fdb\u884c\u6d4b\u8bd5\u3002<\/li>\n<li><strong>\u8fd0\u884c\u8bc4\u4f30<\/strong>\uff1a\u70b9\u51fb\u201c\u8fd0\u884c\u201d\u6309\u94ae\uff0cChainForge \u5c06\u81ea\u52a8\u67e5\u8be2\u6240\u6709\u9009\u5b9a\u7684\u6a21\u578b\uff0c\u5e76\u663e\u793a\u54cd\u5e94\u7ed3\u679c\u3002<\/li>\n<li><strong>\u6bd4\u8f83\u548c\u53ef\u89c6\u5316<\/strong>\uff1a\u4f7f\u7528\u53ef\u89c6\u5316\u5de5\u5177\u6bd4\u8f83\u4e0d\u540c\u63d0\u793a\u548c\u6a21\u578b\u7684\u54cd\u5e94\u8d28\u91cf\uff0c\u9009\u62e9\u6700\u4f73\u7684\u63d0\u793a\u548c\u6a21\u578b\u8bbe\u7f6e\u3002<\/li>\n<li><strong>\u4fdd\u5b58\u548c\u5206\u4eab<\/strong>\uff1a\u9879\u76ee\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u4fdd\u5b58\u8bc4\u4f30\u7ed3\u679c\uff0c\u5e76\u751f\u6210\u5206\u4eab\u94fe\u63a5\u4e0e\u4ed6\u4eba\u5171\u4eab\u3002<\/li>\n<\/ol>\n<h3>\u793a\u4f8b\u8bc4\u4f30\u6d41<\/h3>\n<p>ChainForge \u63d0\u4f9b\u591a\u4e2a\u793a\u4f8b\u8bc4\u4f30\u6d41\uff0c\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u4e0a\u624b\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528\u201c\u54cd\u5e94\u957f\u5ea6\u6bd4\u8f83\u201d\u793a\u4f8b\uff0c\u6bd4\u8f83\u4e0d\u540c\u6a21\u578b\u5728\u76f8\u540c\u63d0\u793a\u4e0b\u7684\u54cd\u5e94\u957f\u5ea6\u3002\u7528\u6237\u8fd8\u53ef\u4ee5\u521b\u5efa\u81ea\u5b9a\u4e49\u8bc4\u4f30\u6d41\uff0c\u8bbe\u7f6e\u7279\u5b9a\u7684\u8bc4\u4f30\u6307\u6807\u548c\u53ef\u89c6\u5316\u65b9\u5f0f\u3002<\/p>\n<h3>\u9ad8\u7ea7\u529f\u80fd<\/h3>\n<ul>\n<li><strong>\u81ea\u5b9a\u4e49\u8bc4\u4f30\u8282\u70b9<\/strong>\uff1a\u7528\u6237\u53ef\u4ee5\u7f16\u5199 Python \u4ee3\u7801\uff0c\u81ea\u5b9a\u4e49\u8bc4\u4f30\u8282\u70b9\uff0c\u8fdb\u884c\u66f4\u590d\u6742\u7684\u54cd\u5e94\u8bc4\u4f30\u3002<\/li>\n<li><strong>\u591a\u8f6e\u5bf9\u8bdd\u8bc4\u4f30<\/strong>\uff1a\u652f\u6301\u591a\u8f6e\u5bf9\u8bdd\u8bc4\u4f30\uff0c\u7528\u6237\u53ef\u4ee5\u6d4b\u8bd5\u4e0d\u540c\u5bf9\u8bdd\u8f6e\u6b21\u7684\u54cd\u5e94\u8d28\u91cf\u3002<\/li>\n<li><strong>\u6570\u636e\u5bfc\u51fa<\/strong>\uff1a\u8bc4\u4f30\u7ed3\u679c\u53ef\u4ee5\u5bfc\u51fa\u4e3a Excel \u8868\u683c\uff0c\u65b9\u4fbf\u8fdb\u4e00\u6b65\u5206\u6790\u3002<\/li>\n<\/ul>\n<p>ChainForge \u662f\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684\u5de5\u5177\uff0c\u9002\u5408\u7814\u7a76\u4eba\u5458\u3001\u5f00\u53d1\u8005\u548c\u6570\u636e\u79d1\u5b66\u5bb6\u4f7f\u7528\uff0c\u5e2e\u52a9\u4ed6\u4eec\u4f18\u5316\u63d0\u793a\u548c\u6a21\u578b\u8bbe\u7f6e\uff0c\u63d0\u9ad8 LLM \u7684\u54cd\u5e94\u8d28\u91cf\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>ChainForge 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\u652f\u6301\u591a\u79cd\u6a21\u578b\u63d0\u4f9b\u5546&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61352,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[404,501],"tags":[230,227],"class_list":["post-14696","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-chat","category-prompt-aids","tag-aikaiyuanxiangmu","tag-promptstishizhilinga"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/14696","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=14696"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/14696\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media\/61352"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=14696"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=14696"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=14696"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}