Cognee
ActiveDescription
Open-source library for learnable memory and graph retrieval in LLMs.
Key Features
- Knowledge graph — Auto entity-relation extraction
- Learnable — Memory updates with interaction
- ECL pipeline — Extract-Cognify-Load
- Multi-source — Docs, chat, databases
- Visualization — Memory graph view
Use Cases
💡 Add structured long-term memory to agents.
💡 Build knowledge graphs from chat history.
💡 Add graph retrieval to RAG systems.
Categories
Quick Start
pip install cognee
import cognee
await cognee.add('text data')
await cognee.cognify()