{"id":3194,"date":"2024-07-06T03:55:29","date_gmt":"2024-07-05T19:55:29","guid":{"rendered":"https:\/\/infernews.com\/?p=3194"},"modified":"2024-07-06T04:00:55","modified_gmt":"2024-07-05T20:00:55","slug":"%e6%95%99%e4%bd%a0%e5%a6%82%e4%bd%95%e8%ae%ad%e7%bb%83%e8%87%aa%e5%b7%b1%e7%9a%84%e5%a4%a7%e6%a8%a1%e5%9e%8b%e7%9f%a5%e8%af%86%e5%ba%93%ef%bd%9c-huggingface-llama-%ef%bd%9clangchain-%ef%bd%9cfaiss","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/%e6%95%99%e4%bd%a0%e5%a6%82%e4%bd%95%e8%ae%ad%e7%bb%83%e8%87%aa%e5%b7%b1%e7%9a%84%e5%a4%a7%e6%a8%a1%e5%9e%8b%e7%9f%a5%e8%af%86%e5%ba%93%ef%bd%9c-huggingface-llama-%ef%bd%9clangchain-%ef%bd%9cfaiss\/","title":{"rendered":"\u8a13\u7df4\u81ea\u5df1\u7684\u5927\u6a21\u578b\u77e5\u8b58\u5eab\uff5c \u96f6\u6210\u672c &#8211; YouTube"},"content":{"rendered":"<p>\u624b\u628a\u624b\u6559\u5927\u5bb6\u5982\u4f55\u53bb\u8a13\u7df4\u81ea\u5df1\u7684\u5927\u6a21\u578b\u77e5\u8b58\u5eab(rag)\uff0c\u4e26\u4e14\u901a\u904ellama+langchain+faiss\u642d\u5efa\u4e00\u5957\u57fa\u65bc\u5927\u6a21\u578b\u7684\u554f\u7b54\u7cfb\u7d71 (Google colab)<\/p>\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-4-3 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"\u6559\u4f60\u5982\u4f55\u8bad\u7ec3\u81ea\u5df1\u7684\u5927\u6a21\u578b\u77e5\u8bc6\u5e93\uff5c huggingface | llama \uff5clangchain \uff5cfaiss | \u96f6\u6210\u672c \uff5c google colab\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_ky7ft0XkDAM\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fky7ft0XkDAM%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/ky7ft0XkDAM\" \/><meta itemprop=\"duration\" content=\"PT13M34S\" \/><meta itemprop=\"uploadDate\" content=\"2024-02-24T11:00:10Z\" \/><\/div><meta itemprop=\"accessibilityFeature\" content=\"captions\" \/><div id=\"lyte_ky7ft0XkDAM\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fky7ft0XkDAM%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">\u6559\u4f60\u5982\u4f55\u8bad\u7ec3\u81ea\u5df1\u7684\u5927\u6a21\u578b\u77e5\u8bc6\u5e93\uff5c huggingface | llama \uff5clangchain \uff5cfaiss | \u96f6\u6210\u672c \uff5c google colab<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/ky7ft0XkDAM\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fky7ft0XkDAM%2F0.jpg\" alt=\"\u6559\u4f60\u5982\u4f55\u8bad\u7ec3\u81ea\u5df1\u7684\u5927\u6a21\u578b\u77e5\u8bc6\u5e93\uff5c huggingface | llama \uff5clangchain \uff5cfaiss | \u96f6\u6210\u672c \uff5c google colab\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\u672c\u89c6\u9891\u624b\u628a\u624b\u6559\u5927\u5bb6\u5982\u4f55\u53bb\u8bad\u7ec3\u81ea\u5df1\u7684\u5927\u6a21\u578b\u77e5\u8bc6\u5e93(rag)\uff0c\u5e76\u4e14\u901a\u8fc7llama+langchain+faiss\u642d\u5efa\u4e00\u5957\u57fa\u4e8e\u5927\u6a21\u578b\u7684\u95ee\u7b54\u7cfb\u7edf #llama #langchain #faiss #huggingface #llm #colab #sora #openai #textgeneration \u53c2\u8003\u8d44\u6599\uff1a https:\/\/huggingface.co\/meta-llama\/Llama-2-7b https:\/\/github.com\/langchain-ai\/langchain https:\/\/github.com\/chatchat-space\/Langchain-Chatchat\/blob\/master\/img\/langchain+chatglm.png https:\/\/github.com\/huggingface\/transformers https:\/\/github.com\/facebookresearch\/faiss https:\/\/colab.research.google.com\/ https:\/\/medium.com\/@murtuza753\/using-llama-2-0-faiss-and-langchain-for-question-answering-on-your-own-data-682241488476 https:\/\/github.com\/murtuza753\/llama2-faiss-langchain-qa-rag\/blob\/main\/Using_llama2_faiss_and_langchain_for_question_answering_on_your_own_data.ipynb\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\u624b\u628a\u624b\u6559\u5927\u5bb6\u5982\u4f55\u53bb\u8a13\u7df4\u81ea\u5df1\u7684\u5927\u6a21\u578b\u77e5\u8b58\u5eab(rag)\uff0c\u4e26\u4e14\u901a\u904ellama+langchain+faiss\u642d\u5efa\u4e00\u5957\u57fa\u65bc\u5927\u6a21\u578b\u7684\u554f\u7b54\u7cfb\u7d71 (Google colab)<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAowvqSiDA:productID":"","footnotes":""},"categories":[27],"tags":[59],"class_list":["post-3194","post","type-post","status-publish","format-standard","hentry","category-paper","tag-llm"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/3194","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=3194"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/3194\/revisions"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=3194"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=3194"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=3194"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}