Feature: The Vault
Your life, organized by meaning—not just dates.
The Vault is your searchable archive. Every entry gets a summary, sentiment score, and tags from our AI. We store vector embeddings so you can search by concept (e.g., “times I felt brave”) instead of keywords. It’s insight extraction and pattern recognition, built into how you store your past.
At a glance
Semantic search
Find entries by meaning, not keywords. "Show me when I overcame fear" works.
Sentiment & insights
Auto-summary, mood, and tags on every entry. See trends at a glance.
Private embeddings
Your vectors stay in your account. We never train on your data.
Fast filtering
Filter by tag, date, or sentiment. No endless scrolling.
How it works
Demystifying the AI—so you know exactly what happens when you use it.
You write (or speak, or upload).
Entries land in the Journal first. On save, they’re analyzed and sent to the Vault—no extra step.
Jurnily extracts and embeds.
We generate a summary, sentiment (1–10), key insights, and tags. A vector embedding is stored so the Oracle and search can find entries by meaning.
A gallery of your life, searchable.
You see cards by date with summary, sentiment, and tags. Search and filter by concept, emotion, or theme—and open any entry in a detail sheet.
Real-world use cases
See yourself using The Vault—these are the jobs it’s built for.
The Late Night Loop
Emotional regulation
You notice your mood dips Sunday nights. The Vault’s sentiment and tags show it: "anxiety" and "Sunday" recur. You stop guessing and start adjusting.
The Monday Morning Plan
Productivity / Decision
You need to remember how you framed last quarter’s priorities. Search "Q3 goals" or "what I decided about the team"—the Vault returns the right entries.
The Annual Review
Pattern recognition
You want to see how your year really went. Filter by sentiment, skim summaries, and spot themes—no rereading hundreds of pages.
The Quick Capture
On-the-go logging
You capture on the go; the Vault does the rest. Entries are summarized and tagged so you can find them later without re-reading long drafts.
Who is this for?
The Vault helps different kinds of users in different ways. Find your fit.
Self-Improver
Track progress with sentiment and tags; see patterns across months and years.
View their pageOverthinker
Spot triggers and patterns (e.g., when anxiety spikes) without manually reliving every entry.
View their pageBusy Professional
Executive-style summaries and filters so you review your week in minutes, not hours.
View their pagePaper Loyalist
Digitize handwritten notebooks so they finally become searchable and analyzable.
View their pageJurnily vs. the alternatives
How The Vault stacks up against generic AI and standard journaling.
| Criteria | Generic AI / Standard tools | Jurnily The Vault |
|---|---|---|
| Context window | Forgets after a session. | Remembers your entire history; every entry is in the Vault. |
| Privacy | Data training risk. | Private, no-training guarantee. Embeddings stay in your account. |
| Search | Keyword-only or manual review. | Semantic search: find entries by meaning and sentiment. |
| Organization | Chronological or manual folders. | Auto-summary, tags, and sentiment; filter and search built in. |
The verdict
Jurnily’s Vault is the only place that turns raw entries into a structured, searchable archive—without you doing the organizing.
Frequently Asked Questions
Not a Substitute for Professional Help
Jurnily supports reflection and decision-making. It does not provide therapy, medical diagnosis, or treatment. The AI analysis is for informational purposes only. If you are in crisis or having thoughts of self-harm, please contact emergency services or a crisis helpline immediately.
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