{"id":4337,"date":"2025-01-22T20:07:05","date_gmt":"2025-01-22T12:07:05","guid":{"rendered":"https:\/\/infernews.com\/?p=4337"},"modified":"2025-01-22T20:07:07","modified_gmt":"2025-01-22T12:07:07","slug":"%e5%af%a6%e4%bd%9c-gemini-%e5%af%a6%e6%99%82%e8%aa%9e%e9%9f%b3-rag-%e5%8a%a9%e6%89%8b%e3%80%82","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/%e5%af%a6%e4%bd%9c-gemini-%e5%af%a6%e6%99%82%e8%aa%9e%e9%9f%b3-rag-%e5%8a%a9%e6%89%8b%e3%80%82\/","title":{"rendered":"\u5be6\u4f5c Gemini \u5be6\u6642\u8a9e\u97f3 RAG \u52a9\u624b\u3002"},"content":{"rendered":"\n<p>\u5229\u7528 Gemini 2.0 \u7684\u591a\u6a21\u614b\u5373\u6642 API \u4f86\u5efa\u7acb\u4e00\u500b\u5be6\u6642\u7684\u8a9e\u97f3 RAG \u52a9\u624b\u3002RAG\uff0c\u4e5f\u5c31\u662f\u6aa2\u7d22\u589e\u5f37\u751f\u6210\uff0c\u80af\u5b9a\u662f\u8a9e\u8a00\u6a21\u578b\u4e2d\u6700\u6709\u50f9\u503c\u7684\u589e\u5f37\u4e4b\u4e00\u3002\u900f\u904e\u4e0a\u4e0b\u6587\u611f\u77e5\u7684\u56de\u7b54\uff0c\u5b83\u88ab\u8b49\u660e\u662f\u8655\u7406\u6709\u95dc\u6700\u65b0\u8cc7\u8a0a\u7684\u554f\u984c\u6216\u4efb\u52d9\u7684\u6709\u6548\u65b9\u6cd5\u3002<\/p>\n\n\n\n<p>\u7531\u65bc Gemini \u7684\u591a\u6a21\u614b\u5373\u6642 API \u88e1\u9762\u6c92\u6709\u5167\u5efa\u7684\u6587\u4ef6\u6aa2\u7d22\u4ecb\u9762\uff0c\u5f71\u7247\u5c07\u5c55\u793a\u5982\u4f55\u5efa\u7acb\u4e00\u500b\u81ea\u8a02\u7684\u6d41\u7a0b\uff0c\u4f86\u63a5\u6536\u7528\u6236\u7684\u8a9e\u97f3\uff0c\u5f9e\u63d0\u4f9b\u7684\u6587\u4ef6\u4e2d\u6aa2\u7d22\u5167\u5bb9\uff0c\u7136\u5f8c\u8b93Gemini \u4ee5\u8a9e\u97f3\u56de\u8986\u3002<\/p>\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"Talk to Your Documents: Create a Real-Time RAG Assistant with Gemini 2.0 Multimodal Live API\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_LPFdKgeGDNQ\" 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%2FLPFdKgeGDNQ%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/LPFdKgeGDNQ\" \/><meta itemprop=\"duration\" content=\"PT18M48S\" \/><meta itemprop=\"uploadDate\" content=\"2025-01-21T18:45:17Z\" \/><\/div><meta itemprop=\"accessibilityFeature\" content=\"captions\" \/><div id=\"lyte_LPFdKgeGDNQ\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FLPFdKgeGDNQ%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Talk to Your Documents: Create a Real-Time RAG Assistant with Gemini 2.0 Multimodal Live API<\/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\/LPFdKgeGDNQ\" 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%2FLPFdKgeGDNQ%2F0.jpg\" alt=\"Talk to Your Documents: Create a Real-Time RAG Assistant with Gemini 2.0 Multimodal Live API\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"This is our 6th tutorial about using Gemini 2.0 Multimodal Live API to build a real-time RAG assistant that allows users to upload a set of documents and use voice to chat with them. TIME STAMPS: 00:00 Intro &amp; Review 01:02 The concept of RAG 02:08 App demonstration 07:32 Code walkthrough 17:32 Run the App USEFUL LINKS: Source Code - https:\/\/github.com\/yeyu2\/Youtube_demos\/tree\/main\/gemini20-rag Tutorial on SubStack - https:\/\/yeyu.substack.com\/ MY CONNECT: Buy me a coffee - https:\/\/ko-fi.com\/yeyuh Business Inquiries - wenbo.huang@yeyulab.com X: https:\/\/x.com\/Yeyu2HUANG Discord - http:\/\/discord.gg\/KPTCE4CEmp Email Subscription - https:\/\/yeyu.substack.com\/ Exclusive service - https:\/\/ko-fi.com\/yeyuh\/tiers\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>","protected":false},"excerpt":{"rendered":"<p>\u5229\u7528 Gemini 2.0 \u7684\u591a\u6a21\u614b\u5373\u6642 API \u4f86\u5efa\u7acb\u4e00\u500b\u5be6\u6642\u7684\u8a9e\u97f3 RAG \u52a9\u624b\u3002RAG\uff0c\u4e5f\u5c31\u662f\u6aa2\u7d22\u589e\u5f37\u751f\u6210\uff0c\u80af\u5b9a\u662f\u8a9e\u8a00\u6a21\u578b\u4e2d\u6700\u6709\u50f9\u503c\u7684\u589e\u5f37\u4e4b\u4e00\u3002\u900f\u904e\u4e0a\u4e0b\u6587\u611f\u77e5\u7684\u56de\u7b54\uff0c\u5b83\u88ab\u8b49\u660e\u662f\u8655\u7406\u6709\u95dc\u6700\u65b0\u8cc7\u8a0a\u7684\u554f\u984c\u6216\u4efb\u52d9\u7684\u6709\u6548\u65b9\u6cd5\u3002 \u7531\u65bc Gemini \u7684\u591a\u6a21\u614b\u5373\u6642 API \u88e1\u9762\u6c92\u6709\u5167\u5efa\u7684\u6587\u4ef6\u6aa2\u7d22\u4ecb\u9762\uff0c\u5f71\u7247\u5c07\u5c55\u793a\u5982\u4f55\u5efa\u7acb\u4e00\u500b\u81ea\u8a02\u7684\u6d41\u7a0b\uff0c\u4f86\u63a5\u6536\u7528\u6236\u7684\u8a9e\u97f3\uff0c\u5f9e\u63d0\u4f9b\u7684\u6587\u4ef6\u4e2d\u6aa2\u7d22\u5167\u5bb9\uff0c\u7136\u5f8c\u8b93Gemini \u4ee5\u8a9e\u97f3\u56de\u8986\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAowvqSiDA:productID":"","footnotes":""},"categories":[140,109,128],"tags":[],"class_list":["post-4337","post","type-post","status-publish","format-standard","hentry","category-gemini","category-rag","category-128"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/4337","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=4337"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/4337\/revisions"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=4337"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=4337"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=4337"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}