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[GH-ISSUE #23022] feat: add tool call for AI to query/search other models then call/chat models. #19871
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Originally created by @awschult002 on GitHub (Mar 25, 2026).
Original GitHub issue: https://github.com/open-webui/open-webui/issues/23022
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Problem Description
I am frustrated that AI has the native ability to call internal tools such as "skills" to change behavior/prompts; but doesn't seem to have the ability to do that in a recursive manner, or some psuedo multi-agent architecture.
Desired Solution you'd like
I want the AI to have a built-in tool that enables it see the other models available, then decide which ones to call, and provide them prompts. This can nearly completely solve the multi agent layering approach that so many people have been trying to develop in industry.
Alternatives Considered
i am attempting to setup a pipeline that would do this; but ultimately, its going to be a single model pipeline (not a manifold), that then calls the openwebui API to run new models as if it were a normal chat, then try to aggregate all of the information and figure out the valving situation.
Additional Context
it would be nice if it was just built in.