S3Vectors Embed CLI Plugin
Semantic similarity search on S3 media, written in Python.
Commands
Media
s3vectors-embed-cli media index— Index media files for semantic searchs3vectors-embed-cli media search— Semantic similarity search on indexed media
Usage Examples
s3vectors-embed-cli media index --bucket my-media-bucket
s3vectors-embed-cli media search --query "sunset photo" --top 5
s3vectors-embed-cli media index --prefix videos/ --format mp4
s3vectors-embed-cli --help
Installation
pip install s3vectors-embed-cli
Key Features
- Embed media files for semantic search
- Vector-based similarity search on S3 content
- Support for images, audio, and video
- Fast indexing and retrieval