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Self-GPT: Open WebUI + Ollama = Self Hosted ChatGPT (sh.itjust.works)

submitted 1 month ago by [email protected] to c/[email protected]

51 comments fedilink hide all child comments

Instructions here: https://github.com/ghobs91/Self-GPT

If you’ve ever wanted a ChatGPT-style assistant but fully self-hosted and open source, Self-GPT is a handy script that bundles Open WebUI (chat interface front end) with Ollama (LLM backend).

Privacy & Control: Unlike ChatGPT, everything runs locally, so your data stays with you—great for those concerned about data privacy.
Cost: Once set up, self-hosting avoids monthly subscription fees. You’ll need decent hardware (ideally a GPU), but there’s a range of model sizes to fit different setups.
Flexibility: Open WebUI and Ollama support multiple models and let you switch between them easily, so you’re not locked into one provider.

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[–] [email protected] 10 points 1 month ago (3 children)

Wish I could accelerate these models with an Intel Arc card, unfortunately Ollama seems to only support Nvidia

[–] [email protected] 3 points 1 month ago

And AMD

You should be able to get llama.cpp to run on Arc but I'm not sure what performance you will get. It may not be worth it.

[–] [email protected] 18 points 1 month ago* (last edited 1 month ago) (1 children)

They support AMD as well.

https://ollama.com/blog/amd-preview

also check out this thread:

https://github.com/ollama/ollama/issues/1590

Seems like you can run llama.cpp directly on intel ARC through Vulkan, but there are still some hurdles for ollama.

[–] [email protected] 3 points 1 month ago

Interesting, I see that is pretty new. Some of the documentation must be out of date because it definitely said Nvidia only somewhere when I tested it about a month ago. Thanks for giving me hope!