{"id":18826,"date":"2025-01-19T13:38:34","date_gmt":"2025-01-19T05:38:34","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=18826"},"modified":"2025-07-14T07:39:08","modified_gmt":"2025-07-13T23:39:08","slug":"wikichat","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/wikichat\/","title":{"rendered":"WikiChat\uff1a\u4f7f\u7528\u7ef4\u57fa\u767e\u79d1\u6570\u636e\u68c0\u7d22\u77e5\u8bc6\u7684\u804a\u5929\u5de5\u5177"},"content":{"rendered":"<p>WikiChat\u662f\u7531\u65af\u5766\u798f\u5927\u5b66\u5f00\u53d1\u7684\u4e00\u6b3e\u5b9e\u9a8c\u6027\u804a\u5929\u673a\u5668\u4eba\uff0c\u65e8\u5728\u901a\u8fc7\u4ece\u7ef4\u57fa\u767e\u79d1\u68c0\u7d22\u6570\u636e\u6765\u63d0\u9ad8\u5927\u8bed\u8a00\u6a21\u578b\u7684\u4e8b\u5b9e\u6027\u3002\u5927\u8bed\u8a00\u6a21\u578b\uff08\u5982ChatGPT\u548cGPT-4\uff09\u5728\u5904\u7406\u6700\u65b0\u4fe1\u606f\u6216\u4e0d\u592a\u6d41\u884c\u7684\u8bdd\u9898\u65f6\uff0c\u5f80\u5f80\u4f1a\u51fa\u73b0\u9519\u8bef\u3002WikiChat\u901a\u8fc7\u4f7f\u7528\u7ef4\u57fa\u767e\u79d1\u548c\u4e00\u4e2a\u4e03\u9636\u6bb5\u7684\u7ba1\u9053\uff0c\u786e\u4fdd\u5176\u54cd\u5e94\u7684\u51c6\u786e\u6027\u3002\u8be5\u9879\u76ee\u652f\u6301\u591a\u79cd\u8bed\u8a00\uff0c\u5e76\u4e14\u80fd\u591f\u4ece\u7ed3\u6784\u5316\u6570\u636e\uff08\u5982\u8868\u683c\u3001\u4fe1\u606f\u6846\u548c\u5217\u8868\uff09\u4e2d\u68c0\u7d22\u4fe1\u606f\u3002WikiChat\u8fd8\u63d0\u4f9b\u4e86\u9ad8\u8d28\u91cf\u7684\u7ef4\u57fa\u767e\u79d1\u9884\u5904\u7406\u811a\u672c\uff0c\u5e76\u4f7f\u7528\u6700\u5148\u8fdb\u7684\u591a\u8bed\u8a00\u68c0\u7d22\u6a21\u578bBGE-M3\u548cQdrant\u8fdb\u884c\u53ef\u6269\u5c55\u7684\u5411\u91cf\u641c\u7d22\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-18828\" title=\"WikiChat\uff1a\u4f7f\u7528\u7ef4\u57fa\u767e\u79d1\u6570\u636e\u68c0\u7d22\u77e5\u8bc6\u7684\u804a\u5929\u5de5\u5177-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/1c845e4f8440690.png\" alt=\"WikiChat\uff1a\u4f7f\u7528\u7ef4\u57fa\u767e\u79d1\u6570\u636e\u68c0\u7d22\u77e5\u8bc6\u7684\u804a\u5929\u5de5\u5177-1\" width=\"1401\" height=\"853\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/1c845e4f8440690.png 1401w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/1c845e4f8440690-300x183.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/1c845e4f8440690-1024x623.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/1c845e4f8440690-768x468.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/1c845e4f8440690-18x12.png 18w\" sizes=\"auto, (max-width: 1401px) 100vw, 1401px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u591a\u8bed\u8a00\u652f\u6301<\/strong>\uff1a\u9ed8\u8ba4\u652f\u6301\u4ece 10 \u79cd\u4e0d\u540c\u8bed\u8a00\u7684 Wikipedia \u4e2d\u68c0\u7d22\u4fe1\u606f\u3002<\/li>\n<li><strong>\u6539\u8fdb\u7684\u4fe1\u606f\u68c0\u7d22<\/strong>\uff1a\u652f\u6301\u4ece\u7ed3\u6784\u5316\u6570\u636e\uff08\u5982\u8868\u683c\u3001\u4fe1\u606f\u6846\u548c\u5217\u8868\uff09\u4e2d\u68c0\u7d22\u4fe1\u606f\u3002<\/li>\n<li><strong>\u9ad8\u8d28\u91cf\u7684 Wikipedia \u9884\u5904\u7406\u811a\u672c<\/strong>\uff1a\u4f7f\u7528\u6700\u5148\u8fdb\u7684\u591a\u8bed\u8a00\u68c0\u7d22\u6a21\u578b BGE-M3\u3002<\/li>\n<li><strong>\u514d\u8d39\u591a\u8bed\u8a00 Wikipedia \u641c\u7d22 API<\/strong>\uff1a\u63d0\u4f9b\u9ad8\u8d28\u91cf\u3001\u514d\u8d39\u7684\uff08\u4f46\u6709\u901f\u7387\u9650\u5236\uff09\u641c\u7d22 API\u3002<\/li>\n<li><strong>\u6269\u5c55\u7684 LLM \u517c\u5bb9\u6027<\/strong>\uff1a\u901a\u8fc7\u7edf\u4e00\u63a5\u53e3\u652f\u6301\u8d85\u8fc7 100 \u79cd LLM\u3002<\/li>\n<li><strong>\u4f18\u5316\u7684\u7ba1\u9053<\/strong>\uff1a\u63d0\u4f9b\u66f4\u5feb\u3001\u66f4\u5177\u6210\u672c\u6548\u76ca\u7684\u7ba1\u9053\u9009\u9879\u3002<\/li>\n<li><strong>LangChain \u517c\u5bb9\u6027<\/strong>\uff1a\u5b8c\u5168\u517c\u5bb9 LangChain\u3002<\/li>\n<li><strong>\u591a\u7528\u6237\u8bbf\u95ee\u90e8\u7f72<\/strong>\uff1a\u63d0\u4f9b\u4ee3\u7801\u4ee5\u90e8\u7f72\u7b80\u5355\u7684\u524d\u7aef\u548c\u540e\u7aef\uff0c\u5e76\u8fde\u63a5\u5230 Azure <a href=\"https:\/\/www.kdjingpai.com\/ja\/cosmos\/\">Cosmos<\/a> DB \u6570\u636e\u5e93\u4ee5\u5b58\u50a8\u5bf9\u8bdd\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\u88c5\u4f9d\u8d56\u9879<\/strong>\uff1a\n<pre><code>git clone https:\/\/github.com\/stanford-oval\/WikiChat.git\r\ncd WikiChat\r\nconda env create --file conda_env.yaml\r\nconda activate wikichat\r\npython -m spacy download en_core_web_sm\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u5b89\u88c5 Docker<\/strong>\uff1a\u6309\u7167\u00a0Docker \u5b98\u65b9\u6587\u6863\u00a0\u8fdb\u884c\u5b89\u88c5\u3002<\/li>\n<li><strong>\u914d\u7f6e LLM<\/strong>\uff1a\n<ul>\n<li>\u586b\u5199\u00a0<code>llm_config.yaml<\/code>\u00a0\u6587\u4ef6\u4e2d\u7684\u76f8\u5173\u5b57\u6bb5\u3002<\/li>\n<li>\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a\u00a0<code>API_KEYS<\/code>\u00a0\u7684\u6587\u4ef6\uff0c\u5e76\u8bbe\u7f6e\u6240\u9700\u7684 API \u5bc6\u94a5\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u914d\u7f6e\u4fe1\u606f\u68c0\u7d22<\/strong>\uff1a\n<ul>\n<li>\u4f7f\u7528\u9ed8\u8ba4\u7684 Wikipedia \u641c\u7d22 API\u3002<\/li>\n<li>\u6216\u8005\u4e0b\u8f7d\u5e76\u6258\u7ba1 Wikipedia \u7d22\u5f15\u3002<\/li>\n<li>\u6216\u8005\u6784\u5efa\u81ea\u5df1\u7684\u7d22\u5f15\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8fd0\u884c WikiChat<\/strong>\uff1a\n<pre><code>inv demo --retriever-endpoint \"http:\/\/0.0.0.0:&lt;port number&gt;\/search\"\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h3>\u529f\u80fd\u64cd\u4f5c\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u591a\u8bed\u8a00\u652f\u6301<\/strong>\uff1aWikiChat \u9ed8\u8ba4\u4ece 10 \u79cd\u4e0d\u540c\u8bed\u8a00\u7684 Wikipedia \u4e2d\u68c0\u7d22\u4fe1\u606f\uff0c\u5305\u62ec\u82f1\u8bed\u3001\u4e2d\u6587\u3001\u897f\u73ed\u7259\u8bed\u3001\u8461\u8404\u7259\u8bed\u3001\u4fc4\u8bed\u3001\u5fb7\u8bed\u3001\u6cd5\u8bed\u3001\u610f\u5927\u5229\u8bed\u3001\u65e5\u8bed\u548c\u6ce2\u65af\u8bed\u3002<\/li>\n<li><strong>\u4fe1\u606f\u68c0\u7d22<\/strong>\uff1a\u652f\u6301\u4ece\u7ed3\u6784\u5316\u6570\u636e\uff08\u5982\u8868\u683c\u3001\u4fe1\u606f\u6846\u548c\u5217\u8868\uff09\u4e2d\u68c0\u7d22\u4fe1\u606f\uff0c\u4f7f\u7528\u6700\u5148\u8fdb\u7684\u591a\u8bed\u8a00\u68c0\u7d22\u6a21\u578b BGE-M3\u3002<\/li>\n<li><strong>\u514d\u8d39\u641c\u7d22 API<\/strong>\uff1a\u63d0\u4f9b\u9ad8\u8d28\u91cf\u3001\u514d\u8d39\u7684\u591a\u8bed\u8a00 Wikipedia \u641c\u7d22 API\uff0c\u652f\u6301\u8d85\u8fc7 180M \u5411\u91cf\u5d4c\u5165\u3002<\/li>\n<li><strong>\u6269\u5c55 LLM \u517c\u5bb9\u6027<\/strong>\uff1a\u901a\u8fc7\u7edf\u4e00\u63a5\u53e3\u652f\u6301\u8d85\u8fc7 100 \u79cd LLM\uff0c\u5305\u62ec OpenAI\u3001Azure\u3001Anthropic\u3001Mistral\u3001HuggingFace\u3001Together.ai \u548c <a href=\"https:\/\/www.kdjingpai.com\/ja\/groqaidamoxingbai\/\">Groq<\/a> \u7684\u6a21\u578b\u3002<\/li>\n<li><strong>\u4f18\u5316\u7ba1\u9053<\/strong>\uff1a\u63d0\u4f9b\u66f4\u5feb\u3001\u66f4\u5177\u6210\u672c\u6548\u76ca\u7684\u7ba1\u9053\u9009\u9879\uff0c\u901a\u8fc7\u5408\u5e76 WikiChat \u7684\u201c\u751f\u6210\u201d\u548c\u201c\u63d0\u53d6\u58f0\u660e\u201d\u9636\u6bb5\u6765\u4f18\u5316\u6027\u80fd\u3002<\/li>\n<li><strong>LangChain \u517c\u5bb9\u6027<\/strong>\uff1a\u5b8c\u5168\u517c\u5bb9 LangChain\uff0c\u652f\u6301\u591a\u79cd LLM \u7684\u65e0\u7f1d\u96c6\u6210\u3002<\/li>\n<li><strong>\u591a\u7528\u6237\u8bbf\u95ee\u90e8\u7f72<\/strong>\uff1a\u63d0\u4f9b\u4ee3\u7801\u4ee5\u90e8\u7f72\u7b80\u5355\u7684\u524d\u7aef\u548c\u540e\u7aef\uff0c\u5e76\u8fde\u63a5\u5230 Azure Cosmos DB \u6570\u636e\u5e93\u4ee5\u5b58\u50a8\u5bf9\u8bdd\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>WikiChat\u662f\u7531\u65af\u5766\u798f\u5927\u5b66\u5f00\u53d1\u7684\u4e00\u6b3e\u5b9e\u9a8c\u6027\u804a\u5929\u673a\u5668\u4eba\uff0c\u65e8\u5728\u901a\u8fc7\u4ece\u7ef4\u57fa\u767e\u79d1\u68c0\u7d22\u6570\u636e\u6765\u63d0\u9ad8\u5927\u8bed\u8a00\u6a21\u578b\u7684\u4e8b\u5b9e\u6027\u3002\u5927\u8bed\u8a00\u6a21\u578b\uff08\u5982ChatGPT\u548cGPT-4\uff09\u5728\u5904\u7406\u6700\u65b0\u4fe1\u606f\u6216\u4e0d\u592a\u6d41\u884c\u7684\u8bdd\u9898\u65f6\uff0c\u5f80\u5f80\u4f1a\u51fa\u73b0\u9519\u8bef\u3002WikiChat\u901a\u8fc7\u4f7f\u7528\u7ef4\u57fa\u767e\u79d1\u548c\u4e00\u4e2a&#8230;<\/p>\n","protected":false},"author":1,"featured_media":32344,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20,426,419],"tags":[230,243],"class_list":["post-18826","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","category-ai-search","category-ai-learning","tag-aikaiyuanxiangmu","tag-aizhishikuyukefu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/18826","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=18826"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/18826\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media\/32344"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media?parent=18826"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/categories?post=18826"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/tags?post=18826"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}