# fastembed

Canonical URL: https://doramagic.ai/en/projects/fastembed/

Source repository: https://github.com/qdrant/fastembed

## What it is

Fast, Accurate, Lightweight Python library to make State of the Art Embedding

## Capability boundary

Portable AI capability asset

## First safe verification

Verify the smallest path in an isolated environment and keep a rollback path.

## Main risk

May increase setup, validation, or first-run risk for the user.

## Evidence base

https://github.com/qdrant/fastembed, https://github.com/qdrant/fastembed#readme, Human Manual, Pitfall Log