Memory

CozoDB-backed semantic memory with embeddings for SkillKit

EmergingOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Rising

License

Open Source

Data freshness

Verified · Jul 16, 2026

Overview

What is Memory?

A vector database that uses CozoDB to provide semantic memory capabilities with embeddings, specifically designed for integration within the SkillKit framework.

Key differentiator

The only vector database specifically designed for integration with the SkillKit framework, offering semantic memory capabilities and efficient data retrieval using CozoDB.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Semantic memory capabilities with embeddingsmedium

Integration with CozoDB for efficient data storage and retrievalmedium

Designed specifically for SkillKit frameworkmedium

↓ Weaknesses

Steep learning curve for non-Python developershigh

API requires Python-specific patterns, TypeScript SDK is community-maintained

Frequent breaking changes between versionsmedium

v0.1 to v0.2 migration required rewriting chain definitions

Limited language support beyond JavaScript and Pythonhigh

Primary support is for JavaScript, with secondary support for Python; other languages are unsupported

Small community and limited third-party integrationsmedium

GitHub activity indicates a small contributor base; few external plugins or extensions available

Fit analysis

Who is it for?

✓ Best for

Developers working on SkillKit projects who need semantic search capabilities

Projects requiring integration of vectorized data storage and retrieval within the SkillKit framework

✕ Not a fit for

Teams needing real-time streaming (batch-only architecture)

Budget-constrained projects where a self-hosted solution is not feasible

Cost structure

Pricing

Free Tier

Available

Open source — free to use

Starts at

$0

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Works well with

Next step

Get Started with Memory

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →