For researchers who can't find the source they saved
You collect for months. When it's time to write, the right note has vanished.
Research is capture-heavy by nature. Papers, quotes, half-formed arguments, files, voice memos. The failure comes later, when you're writing and can't resurface the source that made the point. Mindle groups everything you save into concepts by meaning, so related sources and notes cluster on their own. You search by idea, not by where a PDF got filed, and the thread you built months ago is still reachable.
Save a paper as a PDF and a voice note about it, and Mindle groups both under the same concept automatically, so you never pick a reference folder or type a label.
Matching notes
- March
Paper: Attention Is All You Need
Saved the source on self-attention.
- March
Method note: attention weights
How attention weights are computed, step by step.
- April
Quote saved
"Attention lets a model weigh every token at once."
- May
Reading: transformer survey
Survey mapping attention variants across models.
- June
Draft: intro section
Cites the attention paper in the opening.
You saved the paper Attention Is All You Need back in March. Your method note broke down how the attention weights get computed. Your June draft already pulls that same source into the intro.
The March paper on attention connects to your June draft, the same concept threads both, months apart.
Sources
- Paper: Attention Is All You Need · MarchSaved the source on self-attention.
- Method note: attention weights · MarchHow attention weights are computed, step by step.
- Draft: intro section · JuneCites the attention paper in the opening.
- Attention
- Drafting
- Transformers
- Methods
- Sources
You collect for months, then lose the thread
A quote lands perfectly in an argument you haven't written yet. You save it. Months later you're drafting that exact section and can't remember the paper, the author, or which of 4 apps it went into.
The reading was never wasted. The retrieval is where it fell apart. Right when the work depended on it.
Filing every source is its own project
Reference managers and folder trees ask you to classify each source the moment you find it. Do that across hundreds of papers, notes, and links, and the filing becomes a second job. One you skip when you're deep in the reading.
Skip it once and the source is effectively gone. Manual structure fails exactly at scale.
Sources grouped by idea, on their own
Mindle reads what you save and clusters it by meaning with semantic embeddings. Everything touching a single theme. The paper, your voice note reacting to it, the quote you typed, the figure you saved. Groups together with no labelling from you.
When you write about that theme, the concept is already assembled. Nothing to file, nothing to reconstruct.
- Save papers as PDFs and images of figures or pages
- Voice-note a reaction while it's fresh, or type the quote
- Mindle clusters sources and notes by concept automatically
- Search one box to resurface any source by idea
Write from the map you already built
The concept graph shows how your sources and ideas connect, which is often the outline hiding in your reading. The daily feed anchors each capture to its day, so you can retrace how an argument came together.
Mindle does not train AI models on your data. Your unpublished work stays yours.
Which should you choose?
Mindle is for you if…
- You capture far more sources than you revisit
- Your material spans papers, quotes, files, and voice notes
- You want sources grouped by idea without filing each one
Mindle is not for you if…
- You need formatted citations and a bibliography manager
- You already reread and index every source by hand
Questions
Can Mindle hold papers and quotes together?
Yes. Save papers as PDFs, images of pages or figures, and type or voice-note your own quotes. Mindle groups related sources and notes into concepts automatically.
Is this a reference or citation manager?
No. Mindle does not format citations or build a bibliography. It's built for the retrieval problem. Resurfacing the source and the thought behind it when you're writing.
Do I have to tag every source?
No. Mindle sorts sources by meaning on its own, so material on the same theme clusters without any filing or labelling from you.
How do I find a source months later?
Search by the idea, not the filename. One search box covers everything you've saved, and the concept for that theme already holds the related sources and notes together.
Can I capture a thought the moment I have it?
Yes. Record a voice note or type it in seconds while it's fresh. It lands with everything else and gets grouped by concept automatically.
Will my unpublished research be used to train AI?
No. Mindle does not train AI models on your data. Your sources and drafts stay private to your account.
Keep reading
Make months of research retrievable
Save sources, notes, and voice · Nothing to label or file · Mindle never trains AI on your work
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