AI-Powered Meme Search

Search Memes
Like You Talk Feel Remember Describe Chat
About Them

Just describe what you're looking for in plain English. "Will Smith slap Chris Rock", "Drake pointing meme", "Surprised Pikachu" — we'll find it instantly!

Multimodal Embedding-based Meme Explorer Finder
Will Smith slap meme 1
Will Smith slap meme 2
Will Smith slap meme 3

3 results found

The Problem We Solve

Finding the right meme
shouldn't be this hard.

Every day, billions of memes are shared across the internet. But current tools for finding and sharing them are fundamentally broken.

🔍
Text-Based Search Fails
Existing platforms rely on keyword tags and metadata. But memes are visual, contextual, and culturally layered — traditional search simply cannot understand them. You end up scrolling through hundreds of irrelevant results.
📱
Gallery Chaos
Your phone gallery has thousands of screenshots, memes, and photos all mixed together. Finding that one specific meme you saved three months ago means endlessly scrolling — there's no way to search by content.
Context Switching Kills Flow
In the middle of a chat, you need to leave the app, open a browser, search for a meme, download it, switch back, and attach it. By the time you find it, the moment has passed. The conversation has moved on.

MemeFinder is the answer.

We built an AI-powered mobile application that lets you search memes the way you naturally think about them — by describing the scene, the joke, or the feeling in plain language. Our semantic search engine, powered by multimodal AI embeddings, understands the visual and contextual meaning of 70,000+ memes and delivers the exact match in milliseconds. No tags. No keywords. Just natural language.

Core Technology

Built different.
Built to matter.

Four foundational technologies. Each one designed
to solve a real problem, not create a new one.

Global Semantic Search

The Ultimate
Meme Vault

Search through a curated, ever-expanding database of over 70,000 images and videos. Just describe the scene, the joke, or the vibe in plain English, and our AI retrieves the exact match in milliseconds.

FAISS Gemini Embeddings 70K+ Media
Global Semantic Search illustration

MEME-Finder Keyboard

Never Switch
Apps Again

Bring the power of AI search directly into WhatsApp, iMessage, or Instagram. With the native MEME-Finder Keyboard, you can search, preview, and drop videos, GIFs, and custom stickers right into your active chat.

Custom Keyboard Rich Media All Chat Apps
MEME-Finder Keyboard illustration

Serverless P2P Sharing

Off-the-Grid
P2P Sharing

Want to drop a massive meme folder to a friend in the same room? Bypass the cloud completely. Use our serverless peer-to-peer transfer to beam high-quality videos and images directly between devices at lightning speed.

Mesh Network No Cloud Lightning Fast
Serverless P2P Sharing illustration

User Experience

How It Works

From installation to viral meme delivery in four simple steps.

1
📲
Install MemeFinder
Download the app from App Store or Google Play. Enable the MEME-Finder Keyboard in your device settings for inline search.
2
💬
Describe What You Want
Type a natural language query like "cat standing like human" or "confused math lady". Our AI understands context, not just keywords.
3
🎯
Get Instant Results
FAISS-powered vector similarity search retrieves the most semantically relevant memes from 70K+ media files in under 200ms.
4
🚀
Share Instantly
Send directly from the keyboard into WhatsApp, iMessage, Instagram, or any chat app. No downloading, no switching apps.

Under the Hood

Technical Architecture

A deep look at the engineering behind MemeFinder — built with a modern, scalable, privacy-first tech stack.

Client Layer
Swift (iOS)
Kotlin (Android)
Custom Keyboard Extension
P2P
Backend Layer
Java / Spring
Docker
Microservice Architecture
MinIO
PostgreSQL
AI / ML Pipeline
Gemini Multimodal Embeddings
CLIP
FAISS Vector Similarity Search
Automatic Captioning (Gemini Flash)
Batch Embedding Pipeline
Data Layer
FAISS Index (70K+ vectors)
Google Cloud Storage
On-Device CoreML Index
Semantic Search Pipeline
User queries and meme images are both converted into 768-dimensional embedding vectors using Google's Gemini multimodal model. FAISS performs approximate nearest-neighbor search across 70K+ vectors, returning the top-K most semantically similar results in under 200ms.
On-Device Privacy Engine
For local gallery search, we run a lightweight embedding model directly on-device using CoreML (iOS) and ONNX Runtime (Android). Your personal photos never leave your device — the entire indexing and search pipeline runs offline with zero cloud dependency.
Custom Keyboard Architecture
The MEME-Finder Keyboard is implemented as a native iOS Keyboard Extension and Android Input Method. It communicates with the main app via shared containers, enabling instant search, preview, and paste into any active chat without leaving the conversation.
P2P Transfer Protocol
We use Apple's MultipeerConnectivity framework and Android's Nearby Connections API to create a serverless mesh network between devices. Users can beam entire meme collections to friends at LAN speeds — no internet, no cloud, no file size limits.
Data Curation Pipeline
Our automated pipeline deduplicates and indexes memes from curated community sources. Each item is auto-captioned with Gemini Flash, embedded, and added to the FAISS index via a scheduled batch pipeline.
Scalable Microservice Infrastructure
The backend follows a microservice architecture built with Java/Spring, containerized with Docker. PostgreSQL handles relational data, MinIO provides S3-compatible object storage for media assets, and the entire system is designed for horizontal scalability.

Meet Our Team

We are passionate computer engineering students from METU, working together to revolutionize how people discover and share memes.

Hello! We are final year Computer Engineering students at Middle East Technical University (METU). MemeFinder is our capstone project that combines our passion for AI, web development, and internet culture.

Ahmet Kılavuz
Ahmet Kılavuz
Full-Stack Developer
Mithat Timurcan
Mithat Timurcan
Mobile Developer
Alperen Ovak
Alperen Ovak
AI/ML Engineer
B. Eray Pasinlioğlu
B. Eray Pasinlioğlu
Mobile Developer
Adilhan Çetin
Adilhan Çetin
Backend Engineer
Prof. Dr. İsmail Sengör Altıngövde
Advisor
AVAILABLE NOW !!!

Stop searching.
Start finding.

The ultimate AI-powered meme search engine is finally here. Download MEME-Finder for free on iOS and Android.

70K+ Media in Vault
100% Offline Search
Free To Download

See it in action

Watch the Demo

Experience how MEME-Finder revolutionizes your meme search and sharing capabilities in this quick walkthrough.