Item detail

topoteretes/cognee

topoteretes/cognee is an Apache-2.0-licensed, open-source AI memory platform that combines vector search, graph databases, and LLM-driven entity extraction to give AI agents persistent long-term memory across sessions, so AI agent builders and RAG application teams can ship agents that remember users, conversations, and knowledge graph relationships instead of starting from a blank context window

Score8.7
Popularity9.1
Risklow
TierGold
Score breakdown
Usefulness9.0
Novelty8.0
Momentum9.0
Maturity6.9
Open-source/build8.4
Evidence7.2
Workflow potential10.0
Setup ease6.4

Popularity is tracked separately. Support, ads, sponsorships, and tips never affect these signals.

Why it matters

Useful for AI agent builders, RAG application teams, and knowledge-management engineers who need an Apache-2.0-licensed, open-source AI memory platform that combines vector search, graph databases, and LLM-driven entity extraction to give AI agents persistent long-term memory across sessions, so they can ship agents that remember users, conversations, and knowledge graph relationships instead of s

Who should use it

AI agent builders who need an Apache-2.0-licensed, open-source AI memory platform that gives agents persistent long-term memory across sessionsRAG application teams who want a single platform that combines vector search, graph databases, and LLM-driven entity extraction instead of stitching them together by handknowledge-management engineers who need an Apache-2.0 alternative to closed-source, vendor-locked AI memory vendorsopen-source contributors who want an Apache-2.0-licensed AI memory layer that supports both vector and graph retrieval patterns

Who should skip it

Skip if the source link, docs, or setup requirements do not match your workflow.

Risk explanation

It is an Apache-2.0-licensed AI memory platform that ingests documents and conversation transcripts into vector + graph + entity stores, so review which data sources the memory layer can reach, scope which conversations and user data the platform can persist, confirm retention and deletion discipline match your privacy policy, and gate any production rollout behind a privacy and data-retention review before connecting user-facing agent traffic.

Evidence links

Closest alternatives / related signals

ai-memoryagent-memoryknowledge-graphvector-databasegraph-ragragai-agentsllm