Multi-modal RAG: Chat with Docs containing Images

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​ Learn how to build a multimodal RAG system using CLIP mdoel.

LINKS:
Notebook: https://tinyurl.com/pfc64874
Flow charts in the paper:
https://tinyurl.com/4pp78xuf
https://tinyurl.com/5yeww5py
https://tinyurl.com/4un6y6x5
https://tinyurl.com/2jkbb3ma

? RAG Beyond Basics Course:
https://prompt-s-site.thinkific.com/courses/rag

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00:00 Introduction to Multimodal RAC Systems
01:24 First Approach: Unified Vector Space
02:23 Second Approach: Grounding Modalities to Text
03:57 Third Approach: Separate Vector Stores
06:26 Code Implementation: Setting Up
09:05 Code Implementation: Downloading Data
11:13 Code Implementation: Creating Vector Stores
14:00 Querying the Vector Store

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Everything Midjourney: https://youtube.com/playlist?list=PLVEEucA9MYhMdrdHZtFeEebl20LPkaSmw

AI Image Generation: https://youtube.com/playlist?list=PLVEEucA9MYhPVgYazU5hx6emMXtargd4z   Read More Prompt Engineering 

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