Model Hubs & Serving

Cognee

AI Agent Memory in 6 lines of code

Status
Generally available
Last checked
Checked · Oct 15, 2026
License
Open source
Pricing
Free tier · from $0
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What it is

Cognee is a knowledge engine designed to provide AI agents with memory capabilities using just six lines of code, making it easy for developers to integrate advanced memory features into their applications.

Cognee stands out as a lightweight, easy-to-integrate solution for adding memory capabilities to AI agents with minimal setup effort.

When it fits — and when it doesn’t

A good fit for

  • Developers looking for a lightweight solution to add memory capabilities to their AI agents

  • Projects requiring minimal setup and quick integration of advanced memory features

Look elsewhere if

  • Applications needing real-time streaming or complex data processing beyond basic memory management

  • Teams that require extensive customization options not provided by the library

Known weaknesses

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

  1. 01

    Limited integrations with other data infrastructure tools

    Currently supports only a few popular Python libraries, lacks native support for many common data processing frameworks

  2. 02

    Small community and limited third-party resources

    GitHub issues are infrequently addressed; sparse documentation and example use cases

What it does well

  • Minimal setup with only six lines of code

  • Efficient memory management for AI agents

  • Open-source and lightweight

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.

Performance benchmarks

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Set up Cognee

Setup steps, common gotchas and what to check after 30 days.

Open the setup guide →
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