Another way to achieve a cleaner tag collection could revolve around using function calling as the method to get the tags (see also my suggestion in #529 before I saw this thread 😅 ). The function to pass to the LLM would be something like

{
    "name": "assign_tags",
    "description": "Assign tags to the given bookmark according to the content. You can assign existing tags which are already used by the user and new tags which the user does not use yet. Use the 'existing_tags' property whenever possible and only introduce new tags if no existing tag fits. If no tags fit the bookmark, return an empty array for both 'new_tags' and 'existing_tags'",
    "parameters": {
        "type": "object",
        "properties": {
            "existing_tags": {
                "type": "array",
                "description": "Through the enum you see all tags which the user already defined. Use these tags preferably.",
                "items": {
                    "type": "string",
                    "enum": ["tag1", "tag2", "tag3"] // dynamically load user defined tags here
                },
            },
            "new_tags": {
                "type": "array",
                "description": "The array of new tags which should be assigned to the bookmark. Only use these if no existing tag fits. Return an empty array if you don't need to use these.",
                    "items": {
                        "type": "string",
                },
            },
        },
        "required": ["existing_tags", "new_tags"],
        "additionalProperties": false,
    }
}

The upside of this approach is that you get more flexibility and accuracy by having a strict data model including enums, the downside is that this only works with models capable of function calling.

The same mechanism can be applied if the AI should only select from existing tags and should not use new tags at all (which I would prefer tbh).

Regarding the price point: As of now, 10k characters are roughly 2.5k - 3k tokens which as of now cost $0.00045 with ChatGPT 4o-mini. So in my opinion, adding one or two thousand characters more to a prompt would not make much of a difference.

Uh oh!

[Feature request] Force AI to use existing tags (instead of creating them) #111

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