AI Based Tagging And Collecting
RyzeNGrind
Use machine learning and neural nets to use tag generative tag clouds based quick scrape of the headers, title, content of the website and use user feedback to classify the data and train the AI. You can then use this same neural to be trained for collections and nested collections, etc. I think this feature is very useful because bookmarking is easy but organizing bookmarks is like looking for needles in haystacks. So much tedious tagging and collecting can be automated with user feedback to classify AI predictions with confidence.
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Rustem Mussabekov
Merged in a post:
I’d love to see an enhancement to the AI features that would make bookmark organization much more flexible and truly “agentic.”
l
loic-pandore
Problem
Right now, AI suggestions for reorganizing bookmarks are not customizable. When importing bookmarks from other browsers (like Firefox), they often come in deeply nested folder structures. I often want to reorganize them, flatten the hierarchy, or generate new tags, but Raindrop’s current AI tools don’t allow me to guide the AI with my own instructions.
Proposed Solution
Allow users to provide a custom prompt or set of instructions that the AI will follow when generating a proposed bookmark structure. For example:
Flatten imported, deeply nested folders while preserving the meaning of each folder.
Suggest new tags based on folder names and bookmark content.
Propose a simplified or re-themed organizational scheme.
Convert messy imports into a clean and consistent taxonomy.
Example Use Case
I recently imported my Firefox bookmarks, and the resulting folder hierarchy is very deep. I’d like the AI to help reorganize it into a simpler and more intuitive structure without losing the contextual information from each folder level. With a custom prompt, the AI could generate a new folder layout and tag set that better fits how I use Raindrop.
Rustem Mussabekov
Merged in a post:
Leverage AI to generate intelligent, context‑aware tags derived from the title, headings and full content.
a
aymanaz
a
alpersama
gz
hakanbayik
AI tag suggestions are sometimes mixed between Turkish and English. For example, I occasionally receive 2–3 suggestions in Turkish and the rest in English. Since I speak both languages, this is not a direct problem for me, but it creates uncertainty for future searches. I’m not always sure whether I should search for the Turkish or the English version of the same concept.
It would be great if the AI could detect the user’s primary language or the language of the collection, and then generate tags consistently in that language. This would make long-term tagging and searching much more reliable.
Harald_Mandl
I've imported over 2,000 bookmarks. For each bookmark, the system already suggests AI-generated tags in two stages: suitable existing tags from my tag cloud, and new ones that I don't have yet, but which match this content. But I have to open each bookmark individually and click on the desired tags to assign them.
It would be extremely helpful to run the first stage directly as a bulk operation over the imported bookmarks. This feature would be extremely helpful for me. Since such an import of thousands of bookmarks will probably only be made once per user, this feature can also be offered for a one-time payment.
s
sby01
True there is already AI based tagging. But I would love to get AI based sorting into a collection
markwpoole
The product already suggests tags when you add a new clipping based on the content of the bookmark. I use this all the time.
Autopilot
Merged in a post:
Auto-Tagging
o
obsolescence
If you have thousands of bookmarks imported that need to be tagged, the option to let raindrop do it automatically would be useful.
davdelven
nathancheng
Inspo: Obsidian Web Clipper lets you insert "prompt" variables into fields, so whenever the clipper sees {{"some prompt"}} it uses an AI to run that prompt on the saved text, then replace {{"some prompt"}} with the output. (Link: https://help.obsidian.md/web-clipper/variables#Prompt%20variables)
In context of Raindrop, it could be quite powerful to let users provide their own prompts which can shape what kinds of descriptions, tags, etc. get assigned to a bookmark. Ex: {{"Top 3 points in bullet format"}} or {{"Paragraph-length nuanced summary of the article written in shorthand style, including what's novel or interesting about it."}}.
Not sure if this would be better to have at the settings level or within the pop-up for adding bookmarks.
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