Search screenshots the way you remember them.
We take screenshots because we think they’ll be useful later. But when we need them, we have no idea where they are. Pomniter looks beyond raw text with multimodal AI and dense vector search, so you can search using fuzzy human memory.
Pomniter is an AI-powered visual memory engine created by software engineer Nikunj Maheshwari. Derived from the Russian word помнить ("to remember"), it connects OCR text, visual diagrams, and code snippets into high-dimensional embeddings for natural language semantic search.
Test Pomniter’s Brain //
See in real-time how natural language memory prompts get translated into contextual understanding and vector matches without needing exact keywords.
A Screenshot Contains More Than Just Text
Why traditional photo galleries fail developers, students, and thinkers—and how semantic context solves it.
Traditional Gallery & OCR
Traditional photo search only indexes literal characters. If you don’t remember the exact string, the screenshot is lost forever.
mid = left + (right - left) / 2- ❌ Requires you to remember exact code variable names
- ❌ Has no concept of "LeetCode", "Binary Search", or "Overflow"
- ❌ Cluttered gallery requiring manual albums and folders
- ❌ Useless when searching by vague human memories
The Pomniter Way
Pomniter analyzes visual context, programming paradigms, dates, and domain concepts to build a rich semantic profile.
• Purpose: Overflow prevention in Java/C++
• Utility: DSA Interview Prep Note
- ✅ Search with queries like "binary search overflow trick"
- ✅ Zero manual tagging or album maintenance required
- ✅ Instant semantic ranking using dense vector embeddings
- ✅ Proactive second brain that organizes thoughts for you
How Pomniter Works //
From the instant you hit snapshot to natural language recall in milliseconds.
Capture & Ingest
Screenshot saved via mobile shortcut, Android companion, or desktop tool. Auto-ingested with zero manual tagging.
Multimodal Context
Vision model examines visual hierarchy, diagrams, syntax, and layout to extract deep semantic purpose beyond text.
Vector Indexing
Converts contextual descriptions, code entities, and visual signals into high-dimensional vector embeddings.
Natural Recall
Type whatever vague snippet you recall. Pomniter computes similarity distance and surfaces the exact image instantly.
Built for Thinkers, Builders & Students
Everything needed to turn random phone clutter into an organized visual database.
Fuzzy Memory Search
Search like you talk to a friend: "Find the graph note from 2 weeks ago with the BFS queue optimization."
LeetCode & Code Recognition
Detects algorithms, programming languages, time complexity notes, and formula tricks directly from terminal or IDE snapshots.
Contextual Synthesis
Understands the difference between temporary trash (OTPs, flight seats) and long-term knowledge (cheat sheets, formulas).
Zero-Tagging Organization
Never waste time dragging screenshots into folders or manually typing tags. The embedding index organizes everything automatically.
Privacy-First Architecture
Your personal captures remain strictly yours. Local vector caching and on-device storage options ensure confidential notes stay secure.
Instant Action Extraction
Copy clean code directly, grab WiFi passwords, verify flight times, or generate flashcards in a single click.
How Pomniter Compares //
Why a dedicated screenshot intelligence engine beats general gallery apps.
| CAPABILITY | POMNITER AI | NATIVE GALLERY | BASIC OCR NOTE APPS |
|---|---|---|---|
| Fuzzy Memory Search | ✅ Full Semantic | ❌ Exact Keyword Only | ❌ Substring Match Only |
| LeetCode / Code Understanding | ✅ Specialized Model | ❌ None | ⚠️ Raw OCR Text Only |
| Zero-Effort Organization | ✅ Automatic Embedding | ❌ Manual Folders | ❌ Manual Notebooks |
| Temporary vs Long-Term Filter | ✅ Intent Classification | ❌ No Separation | ❌ No Separation |
| AI Agent & GEO Ready | ✅ llms.txt & Manifests | ❌ Closed Ecosystem | ❌ Proprietary Lock-in |
Got Questions? //
Everything you need to know about Pomniter, its naming origin, and technical underpinnings.
Stop scrolling through thousands of screenshots.
Turn random screenshots into a proactive, searchable knowledge bank. Download early access or read the engineering journey.