Goodbye Text-Based RAG, Hello Vision AI: Introducing LocalGPT Vision!
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Top Comments (10)
Nice work first of all !! RAG (Retrieval-Augmented Generation) systems work well for general applications where summarizing content is more important than getting highly accurate results. However, when you need precise or deterministic answers, RAG systems might not be reliable, especially when dealing with large amounts of data. They can struggle with accuracy and scale, making them less suitable for scenarios where correctness is crucial.
Great stuff. Once i saw colpali, i thought this would be the future of RAG.
Very useful and it includes a very nice and clever idea.. thanks for the good content and thanks for LocalGPT Vision... It deserve a very big star 🌹🌹🌹
should be docker available for this git repo!
My issue with LocalGPT was inability to upload multiple files. But I see right now you've fixed that. Interesting...
Impressive! Nice Job. Thanks.
Awesome work
perfect
Thanks!
This is awesome thanks
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Top Comments (10)
Nice work first of all !! RAG (Retrieval-Augmented Generation) systems work well for general applications where summarizing content is more important than getting highly accurate results. However, when you need precise or deterministic answers, RAG systems might not be reliable, especially when dealing with large amounts of data. They can struggle with accuracy and scale, making them less suitable for scenarios where correctness is crucial.
Great stuff. Once i saw colpali, i thought this would be the future of RAG.
Very useful and it includes a very nice and clever idea.. thanks for the good content and thanks for LocalGPT Vision... It deserve a very big star 🌹🌹🌹
should be docker available for this git repo!
My issue with LocalGPT was inability to upload multiple files. But I see right now you've fixed that. Interesting...
Impressive! Nice Job. Thanks.
Awesome work
perfect
Thanks!
This is awesome thanks