graphiti – Temporal Knowledge Graphs for Agentic Applications
Hey HN - Paul, Preston, and Daniel from Zep here. We’re excited to show you graphiti, a library for building and searching dynamic, temporally aware knowledge graphs. https://git.new/graphiti With graphiti, you can model complex, evolving relationships between entities over time. graphiti ingests both unstructured and structured data and the resulting graph may be queried using a fusion of time, full-text, semantic, and graph algorithm approaches. With graphiti, you can build LLM applications such as: - Assistants that learn from user interactions, fusing personal knowledge…
graphiti – Temporal Knowledge Graphs for Agentic Applications launched on August 28, 2024 with 19 votes, #1,011 of 5,471 launches that month and more than 75% of that year's launches.
In plain words
Graphiti is a library for building knowledge graphs that track how relationships between entities change over time. It processes both unstructured and structured data, allowing queries through time-based, full-text, semantic, and graph algorithm approaches. The tool is designed for developers creating AI applications such as assistants that learn from user interactions or autonomous agents that reason with real-time data from multiple sources like CRM systems and streaming inputs.
written from the facts on this page · September 2026
From the sources
In the maker’s words, at launch
Hey HN - Paul, Preston, and Daniel from Zep here. We’re excited to show you graphiti, a library for building and searching dynamic, temporally aware knowledge graphs. https://git.new/graphiti With graphiti, you can model complex, evolving relationships between entities over time. graphiti ingests both…
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Graphiti – LLM-Powered Temporal Knowledge Graphs2024 · github.com · ▲142Hey HN! We're Paul, Preston, and Daniel from Zep. We've just open-sourced Graphiti, a Python library for building temporal Knowledge Graphs using LLMs. Graphiti helps you create and query graphs that evolve over time. Knowledge Graphs have been explored extensively for information retrieval. What makes Graphiti unique is its ability to build a knowledge graph while handling changing relationships and maintaining historical context. At Zep, we build a memory layer for LLM applications. Developers use Zep to recall relevant user information from past conversations without including the entire…
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