{"id":284746,"date":"2023-10-23T09:00:09","date_gmt":"2023-10-23T01:00:09","guid":{"rendered":"https:\/\/lrxjmw.cn\/?p=284746"},"modified":"2023-10-09T15:08:40","modified_gmt":"2023-10-09T07:08:40","slug":"genai-stack-docker-ai","status":"publish","type":"post","link":"https:\/\/lrxjmw.cn\/genai-stack-docker-ai.html","title":{"rendered":"Docker\u5ba3\u5e03\u63a8\u51fa\u65b0\u7684GenAI Stack\u548cDocker AI"},"content":{"rendered":"<table>\n<tbody>\n<tr>\n<td style=\"padding: 5px 12px; width: 25px; font-size: 22px; text-align: center; background: #E8E8E8; line-height: 30px; color: #999;\">\u5bfc\u8bfb<\/td>\n<td style=\"padding: 10px 10px 12px; line-height: 20px;\"><strong>Docker \u5728\u5176\u5e74\u5ea6 DockerCon \u5f00\u53d1\u8005\u5927\u4f1a\u4e3b\u9898\u6f14\u8bb2\u4e2d\u5ba3\u5e03\u4e0e Neo4j\u3001LangChain \u548c Ollama \u5408\u4f5c\u63a8\u51fa\u65b0\u7684 GenAI Stack\u3002\u8be5 GenAI Stack\u00a0\u7b80\u5316\u4e86 AI\/ML \u96c6\u6210\uff0c\u65e8\u5728\u5e2e\u52a9\u5f00\u53d1\u4eba\u5458\u5feb\u901f\u8f7b\u677e\u5730\u6784\u5efa\u751f\u6210\u5f0f AI \u5e94\u7528\u7a0b\u5e8f\uff0c\u800c\u65e0\u9700\u641c\u7d22\u548c\u914d\u7f6e\u5404\u79cd\u6280\u672f\u3002<\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-284747 size-full\" src=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2023\/10\/docker.webp\" alt=\"\" width=\"980\" height=\"515\" srcset=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2023\/10\/docker.webp 980w, https:\/\/lrxjmw.cn\/wp-content\/uploads\/2023\/10\/docker-300x158.webp 300w, https:\/\/lrxjmw.cn\/wp-content\/uploads\/2023\/10\/docker-150x79.webp 150w, https:\/\/lrxjmw.cn\/wp-content\/uploads\/2023\/10\/docker-768x404.webp 768w\" sizes=\"auto, (max-width: 980px) 100vw, 980px\" \/><\/p>\n<p>\u6839\u636e\u4ecb\u7ecd\uff0cGenAI Stack \u4e2d\u5305\u542b\u7684\u5185\u5bb9\u5305\u62ec\u6709\uff1a<\/p>\n<ul>\n<li><strong>\u9884\u914d\u7f6e\u7684 LLM<\/strong>\uff1a\u63d0\u4f9b\u9884\u914d\u7f6e\u7684\u5927\u8bed\u8a00\u6a21\u578b (LLM)\uff0c\u4f8b\u5982 Llama2\u3001GPT-3.5 \u548c GPT-4\uff0c\u4ee5\u5feb\u901f\u542f\u52a8 AI \u9879\u76ee\u3002<\/li>\n<li><strong>Ollama\u00a0\u7ba1\u7406<\/strong>\uff1aOllama \u7b80\u5316\u4e86\u5f00\u6e90 LLM \u7684\u672c\u5730\u7ba1\u7406\uff0c\u8ba9\u4f60\u7684 AI \u5f00\u53d1\u8fc7\u7a0b\u66f4\u52a0\u987a\u7545\u3002<\/li>\n<li><strong>Neo4j \u4f5c\u4e3a\u9ed8\u8ba4\u6570\u636e\u5e93<\/strong>\uff1aNeo4j \u4f5c\u4e3a\u9ed8\u8ba4\u6570\u636e\u5e93\uff0c\u63d0\u4f9b\u56fe\u5f62\u548c\u539f\u751f\u5411\u91cf\u641c\u7d22\u529f\u80fd\u3002\u8fd9\u6709\u52a9\u4e8e\u63ed\u793a\u6570\u636e\u6a21\u5f0f\u548c\u5173\u7cfb\uff0c\u6700\u7ec8\u63d0\u9ad8 AI\/ML \u6a21\u578b\u7684\u901f\u5ea6\u548c\u51c6\u786e\u6027\u3002Neo4j \u8fd8\u5145\u5f53\u8fd9\u4e9b\u6a21\u578b\u7684\u957f\u671f\u5b58\u50a8\u5668\u3002<\/li>\n<li><strong>Neo4j \u77e5\u8bc6\u56fe\u8c31<\/strong>\uff1aNeo4j \u77e5\u8bc6\u56fe\u8c31\u4e3a LLM \u63d0\u4f9b\u66f4\u7cbe\u786e\u7684 GenAI \u9884\u6d4b\u548c\u7ed3\u679c\u3002<\/li>\n<li><strong>LangChain \u7f16\u6392<\/strong>\uff1aLangChain \u4fc3\u8fdb\u4e86 LLM\u3001\u5e94\u7528\u7a0b\u5e8f\u548c\u6570\u636e\u5e93\u4e4b\u95f4\u7684\u901a\u4fe1\uff0c\u5e76\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5f3a\u5927\u7684\u5411\u91cf\u7d22\u5f15\u3002LangChain \u662f\u4e00\u4e2a\u7528\u4e8e\u5f00\u53d1\u7531 LLM \u652f\u6301\u7684\u5e94\u7528\u7a0b\u5e8f\u7684\u6846\u67b6\u3002\u5176\u4e2d\u5305\u62ec LangSmith\uff0c\u4e00\u79cd\u8c03\u8bd5\u3001\u6d4b\u8bd5\u3001\u8bc4\u4f30\u548c\u76d1\u63a7 LLM \u5e94\u7528\u7a0b\u5e8f\u7684\u65b0\u65b9\u6cd5\u3002<\/li>\n<li><strong>\u5168\u9762\u652f\u6301<\/strong>\uff1a\u63d0\u4f9b\u4e86\u4e00\u7cfb\u5217\u6709\u7528\u7684\u5de5\u5177\u3001\u4ee3\u7801\u6a21\u677f\u3001\u64cd\u4f5c\u6307\u5357\u548c GenAI \u6700\u4f73\u5b9e\u8df5\u3002<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-284748 size-full\" src=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2023\/10\/docker-1.webp\" alt=\"\" width=\"1050\" height=\"552\" srcset=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2023\/10\/docker-1.webp 1050w, https:\/\/lrxjmw.cn\/wp-content\/uploads\/2023\/10\/docker-1-300x158.webp 300w, https:\/\/lrxjmw.cn\/wp-content\/uploads\/2023\/10\/docker-1-1024x538.webp 1024w, https:\/\/lrxjmw.cn\/wp-content\/uploads\/2023\/10\/docker-1-150x79.webp 150w, https:\/\/lrxjmw.cn\/wp-content\/uploads\/2023\/10\/docker-1-768x404.webp 768w\" sizes=\"auto, (max-width: 1050px) 100vw, 1050px\" \/><\/p>\n<p>\u6b64\u5916\uff0c\u8be5\u516c\u53f8\u8fd8\u901a\u8fc7\u62a2\u5148\u4f53\u9a8c\u8ba1\u5212\u63a8\u51fa\u4e86\u4e00\u6b3e\u65b0\u7684\u751f\u6210\u5f0f AI \u52a9\u624b\uff0c\u540d\u4e3a Docker AI\u3002\u00a0Docker \u9996\u5e2d\u6267\u884c\u5b98 Scott Johnston \u8868\u793a\uff0c\u4e0e Copilot \u6216\u00a0Amazon\u00a0CodeWhisperer \u7b49\u5176\u4ed6\u4ee3\u7801\u751f\u6210\u52a9\u624b\u76f8\u6bd4\uff0cDocker AI \u52a9\u624b\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u4eba\u5458\u5b9a\u4e49\u5e94\u7528\u7a0b\u5e8f\u7684\u5404\u4e2a\u65b9\u9762\u5e76\u6392\u9664\u6545\u969c\u3002<\/p>\n<p>\" \u5f53\u5f00\u53d1\u4eba\u5458\u7f16\u8f91 Dockerfile \u6216 Docker Compose \u6587\u4ef6\u3001\u8c03\u8bd5\u672c\u5730 docker build \u6216\u5728\u672c\u5730\u8fd0\u884c\u6d4b\u8bd5\u65f6\uff0cDocker AI \u4f1a\u6839\u636e\u5177\u4f53\u60c5\u51b5\u63d0\u4f9b\u81ea\u52a8\u6307\u5bfc\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6839\u636e\u4ecb\u7ecd\uff0cGenAI Stack \u4e2d\u5305\u542b\u7684\u5185\u5bb9\u5305\u62ec\u6709\uff1a \u9884\u914d\u7f6e\u7684 LLM\uff1a\u63d0\u4f9b\u9884\u914d\u7f6e\u7684\u5927\u8bed\u8a00\u6a21\u578b (LLM)\uff0c [&hellip;]<\/p>\n","protected":false},"author":323,"featured_media":269036,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[21],"tags":[],"class_list":["post-284746","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"acf":[],"_links":{"self":[{"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/posts\/284746","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/users\/323"}],"replies":[{"embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/comments?post=284746"}],"version-history":[{"count":2,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/posts\/284746\/revisions"}],"predecessor-version":[{"id":284889,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/posts\/284746\/revisions\/284889"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/media\/269036"}],"wp:attachment":[{"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/media?parent=284746"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/categories?post=284746"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/tags?post=284746"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}