Nano GraphRAG with Ollama - Smaller, Faster, Cleaner GraphRAG - Install Locally

[@MrMoonsilver]

Cool video as always. If your videos featured timestamps that would enhance viewer experience. I really like that you explain core concepts at the beginning of the videos, such as RAG in this one. However for more experienced users it would be great to be able to jump to the section at 3:04 where you explain Graph RAG or even directly to 4:35 where you start talking about this repo.

[@Mnbir]

Simply Awesome 👍

[@fahdmirza]

Appreciate that, thanks!

[@aymanmhafez]

Can I batch process a directory with multiple files? Mostly PDFs of scientific articles with the occasional txt, csv, docx, xlsx, odf, ods and md markup. Thanks

[@fahdmirza]

yes

[@marcosbenigno3077]

FM, could you recommend some LLMS focused on translation? English Portuguese? Thanks

[@fahdmirza]

I would suggest to have a look at aya models from cohere. They are also available in ollama and already covered on channel, thanks

[@marcosbenigno3077]

@@fahdmirza Thanks

[@SandeepS-i4e]

Which is better lightrag or nano rag or fast rag?

[@fahdmirza]

depends on use case

[@userou-ig1ze]

Which rag can be used without admin privileges in windows

[@fahdmirza]

its not dependent upon admin credentials.