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Please suggest some good self-hostable RAG for my LLM. (lemmy.world)

submitted 1 month ago* (last edited 1 month ago) by Maroon@lemmy.world to c/selfhosted@lemmy.world

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A while ago, I had requested help with using LLMs to manage all my teaching notes. I have since installed Ollama and been playing with it to get a feel for the setup.

I was also suggested the use of RAG (Retrieval Augmented Generation ) and CA (cognitive architecture). However, I am unclear on good self hosted options for these two tasks. Could you please suggest a few?

For example, I tried ragflow.io and installed it on my system, but it seems I need to setup an account with a username and password to use it. It remains unclear if I can use the system offline like the base ollama model, and that information won't be sent from my computer system.

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[–] Antiochus@lemmy.one 1 points 1 month ago

I'm not sure how well it would work in a self-hosted or server-type context, but GPT4all has built in RAG functionality. There's also a flatpak in addition to the Windows, Mac and .deb installs.