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feat: smart rag system (simple google search on basic queries) #263

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opened 2025-11-11 14:14:14 -06:00 by GiteaMirror · 1 comment
GiteaMirror commented 2025-11-11 14:14:14 -06:00
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Originally created by @oliverbob on GitHub (Feb 4, 2024).

Can we practically enable basic rag feature so that we can do the following system prompt to call for an online search?

SYSTEM """
When a user asks about the weather, do a rag search with the following document #https://www.google.com/search?q=weather.

When a user asks about the date (or what day is today, what day is it, etc), do a rag search with the following document #https://www.google.com/search?q=date+today."""
Originally created by @oliverbob on GitHub (Feb 4, 2024). Can we practically enable basic rag feature so that we can do the following system prompt to call for an online search? ``` SYSTEM """ When a user asks about the weather, do a rag search with the following document #https://www.google.com/search?q=weather. When a user asks about the date (or what day is today, what day is it, etc), do a rag search with the following document #https://www.google.com/search?q=date+today.""" ```
GiteaMirror commented 2025-11-11 14:14:15 -06:00
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@justinh-rahb commented on GitHub (Feb 5, 2024):

This would be neat but I don't think easily implemented. What would be required is some ability for the UI to do semantic reasoning on inputs, without resorting to using a full LLM model as this would be monstrously inefficient. I've done a bit of research into the subject and have found a project that purports to be able to do this: Semantic Router.

@justinh-rahb commented on GitHub (Feb 5, 2024): This would be neat but I don't think easily implemented. What would be required is some ability for the UI to do semantic reasoning on inputs, without resorting to using a full LLM model as this would be monstrously inefficient. I've done a bit of research into the subject and have found a project that purports to be able to do this: [Semantic Router](https://github.com/aurelio-labs/semantic-router).
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Reference: github-starred/open-webui#263