Build Real-Time Knowledge Graphs for AI Agents
⚡ Executive Summary & Quick Facts
Authoritative Sourcegraphiti is graphiti is an open-source project written in Python: Build Real-Time Knowledge Graphs for AI Agents..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), getzep/graphiti has accumulated 31,726 GitHub stars and 3,264 forks. It is written in Python, licensed under Apache-2.0, and ranks #521 globally. It is actively maintained with the latest commit recorded on Oct 14, 2026.”
| Repository | getzep/graphiti ↗ |
|---|---|
| Primary Category | agents |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 31.7K stars · ⑂ 3.3K forks · #521 globally |
| Maintenance | ● Active (Last commit: Oct 14, 2026) · 475 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 90/100 · Grade AYes, graphiti is actively maintained. Continuous telemetry recorded the last code commit on Oct 14, 2026 (30 days ago). Supported by 31,726 stars and 3,264 community forks, this repository holds a calculated health index of 90/100, reflecting regular maintenance (30 days ago) and active community feedback (475 open).
Star History
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+282
STARS · LAST 30 DAYS
9
PER DAY
#117
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +282 | +810 |
| Per day | 1 | 9 | 9 |
| Forks gained | +0 | +35 | +163 |
graphiti gained 282 stars in the last 30 days, about 9 a day, and now has 31.7K. It is about 2 years old and has averaged roughly 15.9K stars a year. It ranks #117 among Python repositories and #521 across all languages on GitHubRepo.
Trending Record
44
DAYS ON TRENDING
#137
BEST RANK
Sep 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
graphiti has maintained a continuous presence across global trending indexes, peaking at #137. Below is the 30-day activity profile:
💡 Overview
graphiti is an open-source project written in Python: Build Real-Time Knowledge Graphs for AI Agents.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agents, graph, llms. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install graphiti⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
graphiti coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with graphiti.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install graphiti using your package manager: `pip install graphiti`
Initialize your project workspace or configuration file for graphiti.
Import graphiti into your codebase or invoke it directly from your terminal.
Execute your test suite or run `graphiti --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
getzep/graphiti is currently ranked #521 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #516 | jumpserver/jumpserver | Python | ★ 31.9K | Compare ↗ |
| #517 | h4ckf0r0day/obscura | Rust | ★ 31.9K | Compare ↗ |
| #518 | AvaloniaUI/Avalonia | C# | ★ 31.8K | Compare ↗ |
| #519 | influxdata/influxdb | Rust | ★ 31.8K | Compare ↗ |
| #520 | garrytan/gbrain | TypeScript | ★ 31.8K | Compare ↗ |
| #521 | getzep/graphiti This Project | Python | ★ 31.7K | |
| #522 | vxcontrol/pentagi | Go | ★ 31.7K | Compare ↗ |
| #523 | docsifyjs/docsify | JavaScript | ★ 31.6K | Compare ↗ |
| #524 | fabricjs/fabric.js | TypeScript | ★ 31.5K | Compare ↗ |
| #525 | supermemoryai/supermemory | TypeScript | ★ 31.5K | Compare ↗ |
| #526 | floci-io/floci | Java | ★ 31.5K | Compare ↗ |
Frequently Asked Questions
What does graphiti do? +
Build Real-Time Knowledge Graphs for AI Agents
Is graphiti actively maintained in 2026? +
Yes, graphiti is actively maintained. The latest code push was recorded on Oct 14, 2026 (30 days ago). It holds a calculated Maintenance Health Score of 90/100 (A rating) with 31,726 stars and 475 open issues.
What language is graphiti written in? +
The primary language is Python. Topics include: agents, graph, llms, rag.
How many stars does graphiti have? +
graphiti has 31,726 stars and 3,264 forks on GitHub.
How does graphiti rank among GitHub repositories? +
With 31,726 stars, getzep/graphiti is ranked #521 globally across all repositories tracked on GitHubRepo and #117 among Python projects.
What license is graphiti distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
