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A place to share alternatives to popular online services that can be self-hosted without giving up privacy or locking you into a service you don't control.

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HybridSarcasm@lemmy.world

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

submitted 1 day ago* (last edited 1 day 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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[–] scrubbles@poptalk.scrubbles.tech 2 points 1 day ago (4 children)

I'm not 100% what you're asking for, but I use text-generation-webui for all of my local generation needs.

https://github.com/oobabooga/text-generation-webui

[–] brucethemoose@lemmy.world 1 points 1 day ago (3 children)

Text-generation-webui is cool, but also kinda crufty. Honestly a lot of the stuff is holdovers from what's now ancient history in LLM land, and it has (for me) major performance issues at longer context.

[–] scrubbles@poptalk.scrubbles.tech 1 points 1 day ago (1 children)

Anything better you know of? Most of my usage now with it is through its api

[–] brucethemoose@lemmy.world 1 points 1 day ago (1 children)

Uh, depends on your hardware and model, but probably TabbyAPI?

[–] scrubbles@poptalk.scrubbles.tech 1 points 19 hours ago

Neat! I'll check it out!

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