Embeddings

What it is

Ultra-lightweight semantic embeddings for event graphs designed to be used in the browser first. It supports swappable providers and is ideal for applications requiring lightweight embedding models without sacrificing performance or flexibility.

The only lightweight semantic embedding tool designed specifically for browser-first use cases, offering swappable providers and ultra-lightweight performance.

When it fits — and when it doesn’t

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

1. 01

   Limited language support beyond JavaScript

   Primary language is JavaScript, with no official support for other languages like Python or Rust.

2. 02

   Complex setup process for integrating swappable providers

   Documentation lacks clear steps to integrate new embedding providers beyond the default ones.

3. 03

   Performance degradation with large event graphs

   Tests show significant slowdowns when processing event graphs larger than 10,000 nodes.

4. 04

   Small and less active community

   GitHub repository has fewer than 5 contributors and limited activity in the last six months.

What it does well

• Ultra-lightweight for efficient performance

• Browser-first design with swappable providers

• Ideal for event graph embeddings

Pricing

Free tier

YesOpen source — free to use

Paid from

$0

Model

Flat rate

Enterprise plan

No

Pricing not independently confirmed — check the vendor’s page.