Memvid

Memvid encodes text chunks as QR codes within MP4 frames to build a portable “video memory” for AI systems. This innovative approach uses standard video containers and offers millisecond-level semantic search across large corpora with dramatically less storage than vector DBs. It's self-contained—no DB needed—and supports features like PDF indexing, chat integration, and cloud dashboards.

Features

Encodes text as QR in video frames
Millisecond semantic search without DB
Compact storage vs vector DBs
Supports importing PDFs
Works offline and embeddable
Simple Python encoder/retriever API

Project Samples

Project Activity

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License

MIT License

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Semantic Web Software, Python Semantic Search Tool

Registered

2025-07-03

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