Cognee
Context / RAG · Open-source memory framework that builds knowledge graphs over agent state and code
At a glance
| Setup effort | Low |
| Released | 2024 |
| Open source | Yes |
| Hosting | Both |
| Privacy | Configurable |
| Update mode | Real-time |
| Staleness | auto |
| Index type | Graph + Embeddings |
| Index limit | You manage |
| Capabilities | Knowledge graphs, Semantic search, Auto compression, Episodic + semantic memory, Pluggable vector + graph DB |
What Cognee does
Knowledge graphs, Semantic search, Auto compression, Episodic + semantic memory, Pluggable vector + graph DB
Best for
Open-source memory framework that builds knowledge graphs over agent state and code
Works well with
LLM Provider / Model
Integration
Agent / Orchestration
Conflicts & caveats
No known compatibility conflicts detected.
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