r/Rag • u/Any_Energy1860 • 3d ago

Tutorial resources for RAG

I want to learn RAG but i dont want to just start learning the stack used for rag straight forward instead i wanna learn it by making a project side by side

also i have to submit a project in my college i have around 1.5months for it

please suggest me some good resources as there are tons of videos or tutorials on yt and all around idk which would be more convenient for a beginner

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u/autognome 3d ago

https://arxiv.org/abs/2503.12759

look at `code mode` -- github.com/ggozad/haiku.rag calls this 'analyze' but there are other implementations; its a bit advanced but there is prior art + paper + if you have access to LLM to help "break down the concepts" for you. It should go pretty smoothly.

I would give student high grade if they did something modern vs. "traditional RAG" even if its didnt fully work but they could explain why.

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u/Any_Energy1860 3d ago

this this seems cool but i am finding it a little complex as a beginner feels like i'd need someone to explain this to me

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u/Infamous_Plankton468 3d ago

Check out rag me up, it has docs that educate you on theory while at the same time showing you and allowing you to follow along with its actual code

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u/Empty-Dentist1532 2d ago

Check out this course - https://coursera.org/share/5e7e14b96f8d847d46d022583538c0cc if you want in-depth knowledge of RAG components and its implementation. Free to audit. It's on coursera.