High-Density Knowledge Storage for RAG Systems

QRyptoRAG transforms text documents into searchable, compressed MP4 videos. A self-contained solution that doesn't require external APIs - just QR-encoded video and retrieval.

Start Building in Seconds

Install the package and start integrating your knowledge base right away.

npm install qr-video-rag

Novel QR-Video Approach to RAG

The first-of-its-kind QR-based RAG storage system. Transform knowledge into portable MP4 files.

80-95% Compression

Transform text documents into tiny MP4 files using H.264 video compression.

Self-Contained

No external APIs or databases required. Works offline with standard MP4 files.

Semantic Search

Built-in vector embeddings for fast, accurate retrieval across video content.