I have searched for all existing open AND closed issues and discussions for similar requests. I have found none that is comparable to my request.
Verify Feature Scope
I have read through and understood the scope definition for feature requests in the Issues section. I believe my feature request meets the definition and belongs in the Issues section instead of the Discussions.
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
Originally created by @OctavianTheI on GitHub (May 6, 2026).
Original GitHub issue: https://github.com/open-webui/open-webui/issues/24404
### Check Existing Issues
- [x] I have searched for all existing **open AND closed** issues and discussions for similar requests. I have found none that is comparable to my request.
### Verify Feature Scope
- [x] I have read through and understood the scope definition for feature requests in the Issues section. I believe my feature request meets the definition and belongs in the Issues section instead of the Discussions.
### 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:
#20813feat: add ability to define custom models with config files by t18n
#19594feat: Persistent "Invisible" Metadata Object within Chat History for Context Management / OR new DB Table for storing these by Classic298
#23785feat: Allow Access from Chat Prompt to the Models Prompts. by carlvon1800
#23183issue: New chat inherits model from previous conversation instead of using default model on first switch by ShirasawaSama · bug
#23022feat: 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.
<!-- gh-comment-id:4387515013 -->
@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:
1. [#20813](https://github.com/open-webui/open-webui/issues/20813) **feat: add ability to define custom models with config files**
*by t18n*
2. [#19594](https://github.com/open-webui/open-webui/issues/19594) **feat: Persistent "Invisible" Metadata Object within Chat History for Context Management / OR new DB Table for storing these**
*by Classic298*
3. [#23785](https://github.com/open-webui/open-webui/issues/23785) **feat: Allow Access from Chat Prompt to the Models Prompts.**
*by carlvon1800*
4. [#23183](https://github.com/open-webui/open-webui/issues/23183) **issue: New chat inherits model from previous conversation instead of using default model on first switch**
*by ShirasawaSama · `bug`*
5. [#23022](https://github.com/open-webui/open-webui/issues/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.
everything that is openai or ollama compatible is already compatible no integration needed
<!-- gh-comment-id:4387840635 -->
@Classic298 commented on GitHub (May 6, 2026):
everything that is openai or ollama compatible is already compatible no integration needed
Blocking a user prevents them from interacting with repositories, such as opening or commenting on pull requests or issues. Learn more about blocking a user.
Originally created by @OctavianTheI on GitHub (May 6, 2026).
Original GitHub issue: https://github.com/open-webui/open-webui/issues/24404
Check Existing Issues
Verify Feature Scope
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
by t18n
#19594 feat: Persistent "Invisible" Metadata Object within Chat History for Context Management / OR new DB Table for storing these
by Classic298
#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