--- title: Build RAG app using LlamaIndex, Pinecone, and Gemini Pro description: Learn how to build a RAG app using LlamaIndex, Pinecone, and Gemini Pro. This tutorial covers creating a Pinecone index, getting a Google Gemini API key, and... canonical: https://daily.dev/posts/build-rag-app-using-llamaindex-pinecone-and-gemini-pro-xzcsmrhzh twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Build RAG app using LlamaIndex, Pinecone, and Gemini Pro | daily.dev og:description: Learn how to build a RAG app using LlamaIndex, Pinecone, and Gemini Pro. This tutorial covers creating a Pinecone index, getting a Google Gemini API key, and... og:url: https://daily.dev/posts/build-rag-app-using-llamaindex-pinecone-and-gemini-pro-xzcsmrhzh og:image: https://api.daily.dev/og/posts/XZCSMRhzh.png og:image:alt: Build RAG app using LlamaIndex, Pinecone, and Gemini Pro og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Build RAG app using LlamaIndex, Pinecone, and Gemini Pro **[Getting started with AI](https://daily.dev/sources/gettingstartedai)** · 9 min read · 2 upvotes · 0 comments ## Summary Learn how to build a RAG app using LlamaIndex, Pinecone, and Gemini Pro. This tutorial covers creating a Pinecone index, getting a Google Gemini API key, and building a RAG pipeline using LlamaIndex. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#python](https://daily.dev/tags/python), [#llama](https://daily.dev/tags/llama), [#pinecone](https://daily.dev/tags/pinecone) [View this post on daily.dev](https://daily.dev/posts/build-rag-app-using-llamaindex-pinecone-and-gemini-pro-xzcsmrhzh) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Build RAG app using LlamaIndex, Pinecone, and Gemini Pro","url":"https://daily.dev/posts/build-rag-app-using-llamaindex-pinecone-and-gemini-pro-xzcsmrhzh","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/build-rag-app-using-llamaindex-pinecone-and-gemini-pro-xzcsmrhzh"},"datePublished":"2024-01-30T13:59:16.192Z","dateModified":"2024-05-09T09:06:08.895Z","description":"Learn how to build a RAG app using LlamaIndex, Pinecone, and Gemini Pro. This tutorial covers creating a Pinecone index, getting a Google Gemini API key, and...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/a31bd8a9a428f4fa3e67d854bf10b5d7?_a=AQAEufR","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/a31bd8a9a428f4fa3e67d854bf10b5d7?_a=AQAEufR","isAccessibleForFree":true,"articleSection":"Getting started with AI","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Getting started with AI","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/fe2d1083c41d488bbeeddba407831511","url":"https://daily.dev/sources/gettingstartedai"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/build-rag-app-using-llamaindex-pinecone-and-gemini-pro-xzcsmrhzh","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":2},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"python,llama,pinecone","timeRequired":"PT9M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Getting started with AI","item":"https://daily.dev/sources/gettingstartedai"},{"@type":"ListItem","position":3,"name":"Build RAG app using LlamaIndex, Pinecone, and Gemini Pro"}]} ```