Knowledge2026年4月7日·1 分钟阅读

Graphiti — Temporal AI Knowledge Graph by Zep

Build dynamic knowledge graphs from AI agent conversations. Graphiti tracks entity changes over time, resolves contradictions, and provides temporal-aware queries.

What is Graphiti?

Graphiti is an open-source temporal knowledge graph library. It builds dynamic entity-relationship graphs from AI agent interactions, tracking changes, resolving contradictions, and providing time-aware search.

In one sentence: Zep's open-source temporal knowledge graph — builds dynamic entity-relationship graphs from AI conversations, tracks changes, and resolves contradictions.

For: Developers building AI agent systems with evolving knowledge. Requires: Neo4j + LLM API.

Core Features

1. Automatic Entity Extraction

Extracts people, organizations, technologies, and other entities and relationships from conversations.

2. Temporal Tracking

Every fact has a time dimension — knows which information is outdated.

3. Contradiction Resolution

Automatically detects and handles contradictory information.

4. Hybrid Search

Semantic search + graph traversal.

FAQ

Q: How does it compare to RAG? A: RAG retrieves static text; Graphiti maintains a structured, evolving knowledge graph.

Q: What's the relationship with Zep? A: Built by the Zep team — Zep internally uses Graphiti's knowledge graph features.

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来源与感谢

getzep/graphiti — 3k+ stars, Apache 2.0

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