# S3vectors Embed CLI

> Use this skill when the user wants to perform semantic similarity search on media files stored in S3.

- Skill: `javimosch/s3vectors-embed-cli` (Agent Skill)
- Install (CLI): `npx skillmds@latest add javimosch/s3vectors-embed-cli`
- Raw SKILL.md: https://api.skillmd.com/api/skills/javimosch/s3vectors-embed-cli/raw
- Safety review: PASS (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: javimosch (https://skillmd.com/u/javimosch)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/javimosch/s3vectors-embed-cli

---


# 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 search
- `s3vectors-embed-cli media search` — Semantic similarity search on indexed media

## Usage Examples

```bash
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

```bash
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