What it does
Core capabilities at a glance
- Plugin architecture for model providers
- Built-in observability and tracing
- Flow-based pipeline orchestration
- Multi-model support (Gemini, Ollama, and more)
- Firebase and Vertex AI native integration
- TypeScript-first design
Deep dive
The full breakdown - performance, comparisons, and setup
Genkit
Genkit is Google's entry into the AI framework space, designed to work seamlessly with Firebase and Vertex AI while remaining open-source and model-agnostic.
What it is
Genkit is a TypeScript framework for building AI applications with built-in observability, flow-based orchestration, and plugin support for multiple model providers including Gemini, Ollama, and OpenAI.
Get started
npm i genkit
genkit initWhen to use something else
From the community
What users are saying
“Funny to compare the signal to noise ratio on this blog vs the linked one to genkit https://firebase.google.com/docs/genkit/plugins/ollama A giant beta warning header and cookies banner on mobile. I’m seeing about one line of actual relevant info before scrolling”
“Google just announced Firebase Genkit at the Google I/O Developer Keynote. Firebase Genkit is an open source framework that helps you build, deploy, and monitor production-ready AI-powered apps.”
“I am bias but even if I wasn't I would not touch Genkit. It is interesting but in the hands of Google I feel that I will be left in the cold after an year or two. Besides, I am not sure what Genkit solves that cannot be done with an external provider. Can someone comment who is close to this technology?”
Frequently asked
Quick answers to common questions
What is Genkit?
Genkit is a agent-framework tool for local AI workloads. Google's open-source framework for building AI-powered applications with Firebase and Vertex AI.
Is Genkit free and open source?
Yes, Genkit has 6,529 GitHub stars and is licensed under Apache-2.0. You can self-host it for free on linux, macos, windows.
What platforms does Genkit support?
Genkit runs on linux, macos, windows.
What hardware do I need for Genkit?
The hardware requirements depend on which models you run. Check our hardware directory for compatible GPUs and systems. Genkit has 6,529 GitHub stars and an active community.
Does Genkit support GPU acceleration?
Genkit supports GPU acceleration via CUDA, Metal, or Vulkan depending on your platform. For the best performance, pair it with an NVIDIA RTX 4090 or 5090.
What are the best alternatives to Genkit?
Popular alternatives include other agent-framework tools in our directory. Browse our full collection at /tool for comparisons, community reviews, and benchmark data to find the right fit for your workflow.
How much does Genkit cost?
Genkit is free-open-source. It is completely free and open source to self-host.
Pairs well with
Complementary tools, models, and hardware