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use local videos instead of loom
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docs/1-using/8-guides/2-build-rag-pipeline-ollama.mdx

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title: "How to Build a Real-Time AI RAG Pipeline"
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---
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import ReactPlayer from 'react-player';
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In this guide, we will build a complete, end-to-end Retrieval-Augmented
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Generation (RAG) system using Conduit. This powerful pipeline will automatically
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ingest new documents, process them into a queryable format, and make them
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overview of the solution's architecture.
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<div style={{ position: 'relative', paddingBottom: '56.25%', height: 0, overflow: 'hidden', maxWidth: '100%' }}>
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<iframe
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src="https://www.loom.com/embed/855eeea8cf2e439c81650dcb5c16277e?sid=6974e996-8e73-4fa0-b2fc-1084062627a3?hideEmbedTopBar=true&hide_title=true&hide_owner=true&hide_share=true&hide_speed=true"
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webkitallowfullscreen
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frameborder="0"
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mozallowfullscreen
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allowFullScreen
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style={{ position: 'absolute', top: 0, left: 0, width: '100%', height: '100%' }}
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></iframe>
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<ReactPlayer
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style={{ position: 'absolute', top: 0, left: 0, width: '100%', height: '100%' }}
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controls
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playIcon
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src='/video/rag-guide-01-building-an-ai-pipeline.mp4'
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/>
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</div>
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### The Problem
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![Architecture Diagram](/img/guide-rag-ollama-architecture-part2.png)
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<div style={{ position: 'relative', paddingBottom: '56.25%', height: 0, overflow: 'hidden', maxWidth: '100%' }}>
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<iframe
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src="https://www.loom.com/embed/d213d448ebc349ff8e5a22d7884c2f30?sid=1855d6ef-7cea-4525-a7eb-d151f198750c?hideEmbedTopBar=true&hide_title=true&hide_owner=true&hide_share=true&hide_speed=true"
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webkitallowfullscreen
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frameborder="0"
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allowFullScreen
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style={{ position: 'absolute', top: 0, left: 0, width: '100%', height: '100%' }}
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></iframe>
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<ReactPlayer
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style={{ position: 'absolute', top: 0, left: 0, width: '100%', height: '100%' }}
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controls
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playIcon
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src='/video/rag-guide-02-reading-from-s3.mp4'
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/>
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</div>
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### 1: Prerequisites
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![Architecture Diagram](/img/guide-rag-ollama-architecture-part3.png)
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<div style={{ position: 'relative', paddingBottom: '56.25%', height: 0, overflow: 'hidden', maxWidth: '100%' }}>
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<iframe
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src="https://www.loom.com/embed/7065a048cbde4a43925c6528f6dec1a9?sid=1dd3b5f4-a5d2-47e5-8401-b1670a2a4977?hideEmbedTopBar=true&hide_title=true&hide_owner=true&hide_share=true&hide_speed=true"
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webkitallowfullscreen
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frameborder="0"
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mozallowfullscreen
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allowFullScreen
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style={{ position: 'absolute', top: 0, left: 0, width: '100%', height: '100%' }}
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></iframe>
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<ReactPlayer
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style={{ position: 'absolute', top: 0, left: 0, width: '100%', height: '100%' }}
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controls
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playIcon
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src='/video/rag-guide-03-chunking-documents.mp4'
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/>
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</div>
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### 1: Set Up the Unstructured.io Service
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![Architecture Diagram](/img/guide-rag-ollama-architecture-part4.png)
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[TODO: VIDEO PLACEHOLDER FOR PART 4]
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<div style={{ position: 'relative', paddingBottom: '56.25%', height: 0, overflow: 'hidden', maxWidth: '100%' }}>
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<ReactPlayer
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style={{ position: 'absolute', top: 0, left: 0, width: '100%', height: '100%' }}
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controls
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playIcon
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src='/video/rag-guide-04-creating-embeddings.mp4'
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/>
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</div>
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### 1: Set Up Ollama
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[TODO: VIDEO PLACEHOLDER FOR PART 5]
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TODO: text
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TODO: text
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