Step-by-Step Guide to Building a RAG LLM App with LLamA2 and LLaMAindex

In this video we will be creating an advanced RAG LLM app with Meta Llama2 and Llamaindex. We will be using Huggingface API for using the LLama2 model.
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[GerardoBarcia]

It would be amazing if you show us how to put all of this into production through an API! Thanks for your wonderful work! You Rock!!

[aravindsai]

Much awaited series, thank you krish Sir♥

[Паша_Вамкон]

Thank you so much for this video!!! Very helpful!!
I've managed to get a bit of understanding of LLM and to do my lab task!!!

[chanishagarwal]

Thanks you krish for all your hard work. keep making such amazing videos.

[sandeepmahale]

Krish, thank you for creating easy to understand videos

[MamadouMoussaBangoura]

thank you the cours i see in this rag topic, very good, i 'm french speaker but i understand your cours

[rubyrana]

Indeed great video. Please try to include the reason for using different approaches of doing any process like in earlier videos the model was loaded differently and here differently. A simple explanation of the reason behind using a specific approach can be useful for the beginners. As the approach changes when we move forward in more complex applications and different use cases.

[akshatapalsule]

Thankyou so much Krish, it was worth the wait :)

[smartwork]

Thanks man, it works well. (After correcting some changes made in llama and huggingface)

[ivanrowland]

Love this. When is the next instalment?

[ybt]

Please make a video on RAG with CSV or database with local open source llm and with memory

[miteshgarg]

Hey Krish, amazing video again. Can you please help to create a similar solution for custom text 2 sql

[hassubalti]

sir greet method to teach us as well as gaining good grip on english. please make video about token used in llama 2 model used

[charmilagiri]

Sir Instead of using LLamA2 model from huggingface, Can we try the quantized llama model? If we use the quantized llama model will the output accuracy varies?

[dillikaextrovert]

Hello Krish

The list of accessories you have mentioned, is not having right links for Amazon. Can you please give me the link for the writing pad which you use ?

[GaneshEswar]

waiting for next video, please upload it ...

[DoomsdayDatabase]

Hi krish sir! they have updated the service_context to settings.llm and i am not able to understand how to implement it into this code.
Please help!
Thanks!

[atifsaeedkhan]

Is it possible to use local llms instead huggingface directly? I have ollama nd lmstudio installed.

[stevefisher]

Thanks for the detailed run through, very useful . One question I have is on the two PDF documents you have. Are these available anywhere, just for testing purposes?

[hjckrpc]

I am getting the error of VectorStorIndex from LLama_index