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[GH-ISSUE #24404] feat: add AtomicChat as local model provider #107283
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Originally created by @OctavianTheI on GitHub (May 6, 2026).
Original GitHub issue: https://github.com/open-webui/open-webui/issues/24404
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Problem Description
Hey!
I'm Serge, leading Partnerships at Atomic Chat - we help users host local AI models quantized with Google TurboQuant (faster inference and significantly larger context windows).
We'd love to add native support for Atomic chat in Open Webui as a local model provider.
We've done this kind of integration before ( with HuggingFace, Open Claude, Nanoclaw)
We'll happy to do the heavy lifting - compatibility testing, code/docs updates, and a PR ready to merge.
If you're open to it, just say the word and we'll get started 👷
Desired Solution you'd like
Give us the green light - we'll whip up a PR and the users will be able to serve the quantized local models
Alternatives Considered
No response
Additional Context
No response
@owui-terminator[bot] commented on GitHub (May 6, 2026):
🔍 Similar Issues Found
I found some existing issues that might be related. Please check if any of these are duplicates or contain helpful solutions:
#20813 feat: add ability to define custom models with config files
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#19594 feat: Persistent "Invisible" Metadata Object within Chat History for Context Management / OR new DB Table for storing these
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#23785 feat: Allow Access from Chat Prompt to the Models Prompts.
by carlvon1800
#23183 issue: New chat inherits model from previous conversation instead of using default model on first switch
by ShirasawaSama ·
bug#23022 feat: add tool call for AI to query/search other models then call/chat models.
by awschult002
💡 If this is a duplicate, consider closing it and adding details to the existing issue.
This comment was generated automatically. React with 👍 if helpful, 👎 if not.
@Classic298 commented on GitHub (May 6, 2026):
everything that is openai or ollama compatible is already compatible no integration needed