cognee
Cognee is a shared memory platform for AI agents, requiring just a few lines of code to use.
- Region
- Overseas
- Pricing
- Free
- Open source
- Yes
- GitHub Stars
- ★ 17.7k
- Views
- 1
- Source
- GitHub
- Added
- 2026-06-04
- Last verified
- 2026-06-04

Overview
Cognee is a shared memory platform for AI agents, requiring just a few lines of code to use. It addresses memory challenges related to data, decision-making, and workflows, enabling agents to recall, connect, and act based on context. Ideal for applications that need to extract useful information from diverse data formats or structures and continuously learn to provide accurate context.
Key features
- ▪Quick integration with 6 lines of code
- ▪Supports multiple data formats
- ▪Combines embedding and graph technologies
- ▪Continuous learning for improved context
Use cases
Pros
- +Easy integration
- +Flexible data handling
- +Performance improves over time
Limitations / notes
- -Requires some programming knowledge
Who it's for
This overview was compiled by AI from public sources and may contain inaccuracies — please refer to the official site.
FAQ
How do I get started with Cognee?
Please refer to the official documentation for installation and configuration steps.
What language versions does Cognee support?
Currently supports German, Spanish, French, Japanese, Korean, Portuguese, Russian, and Chinese.
Similar agents
Cursor
FeaturedAI-powered code editor with Agent mode
Dify
FeaturedOpen-source LLMOps + Agent orchestration platform
扣子 Coze
FeaturedByteDance's no-code Agent/Bot building platform
Trae
FeaturedAI IDE (with Agent) from ByteDance
LangChain
FeaturedThe most mainstream LLM/Agent orchestration framework
Devin
FeaturedAutonomous software engineer Agent by Cognition
Something wrong? Let us know on the About page and we'll fix it.