Graphiti - AI SDKs and Libraries Tool

Overview

Graphiti is an open-source framework for building and querying temporally-aware, real-time knowledge graphs designed for dynamic AI agents. According to the GitHub repository, Graphiti continuously integrates user interactions, structured enterprise data, and external information to maintain an evolving graph that captures both current state and history. It emphasizes state-based reasoning and supports precise historical queries without requiring full graph recomputation, enabling low-latency answers about past and present states. Graphiti is positioned as the core memory layer for Zep's AI agents and is built to power task automation, temporal reasoning, and agent decision making in production workflows. Typical use cases include asking “what was the state of entity X at time T,” driving automation from state transitions, and maintaining an append-only timeline of interactions that agents can use for context. According to the project repository, Graphiti is released under the Apache-2.0 license and is actively maintained on GitHub.

GitHub Statistics

• Stars: 21,783
• Forks: 2,124
• Contributors: 37
• License: Apache-2.0
• Primary Language: Python
• Last Updated: 2026-01-07T21:37:28Z
• Latest Release: v0.25.3

The project shows strong community interest with 21,783 stars and 2,124 forks on GitHub (repository metadata). There are 37 contributors, indicating a collaborative codebase, and the project is licensed under Apache-2.0. A recent commit timestamped 2026-01-07 demonstrates ongoing maintenance. These signals suggest healthy adoption and active development, making the repository a viable option for teams needing an open, production-capable temporal knowledge graph.

Installation

Install via docker:

git clone https://github.com/getzep/graphiti.git

cd graphiti

docker build -t graphiti .

docker run -p 8080:8080 graphiti

Key Features

• Temporally-aware graph model that records time-indexed node and edge changes.
• Real-time ingestion of user interactions and external data streams.
• Incremental updates allowing queries without full graph recomputation.
• State-based reasoning APIs for evaluating entity states at specific timestamps.
• Designed as the core memory layer for Zep agents to enable contextual agent behavior.

Community

According to the GitHub repository, Graphiti has a sizable community (21,783 stars, 2,124 forks) and 37 contributors, with active commits as recently as 2026-01-07. Community interaction primarily occurs via the project’s GitHub issues, pull requests, and discussions, and the project’s Apache-2.0 license supports commercial and research use.

Key Information

• Category: SDKs and Libraries
• Type: AI SDKs and Libraries Tool