GraphCanon updated Sep 20, 2026 · GitHub synced Sep 20, 2026
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Decision brief
KubeAI is an AI inference operator for Kubernetes that simplifies the deployment and scaling of machine learning models, including LLMs, embeddings, and speech-to-text services, with intelligent scaling and optimized for
Good fit when
- you need to deploy and scale machine learning models on Kubernetes, especially LLMs, embeddings, and speech-to-text services
- you require intelligent scaling and optimized routing for large-scale deployments
Avoid when
- you are looking for a solution that requires additional systems like Istio or Knative for scale-from-zero
- you need a tool that heavily relies on Prometheus metrics adapter for autoscaling
- Pricing:
- freemium - The tool is free and open-source under the Apache-2.0 license, but additional services or support might incur costs
- Requirements:
- Min 4 GB RAM; Requires Docker; Requires a Kubernetes cluster; Supports deployment on CPU, GPU, or TPU hardware
Observed Sep 18, 2026 · Source: enrich:decision_facts
Verify the decision
Maintenance and security
Full trust report- Maintenance
- Very active (0d since push)
- As of Sep 18, 2026
- Provenance
- Not a fork · Organization account
- As of Sep 18, 2026
- Security (OSV)
- 41 low (41 low)
- As of Sep 18, 2026
Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.
Install
go get github.com/kubeai-project/kubeaiSimilar tools
Same-category neighbours. No typed graph edges are catalogued for this tool yet.
Evidence and technical details
Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.
Overview
KubeAI is an AI inference operator for Kubernetes that simplifies the deployment and scaling of machine learning models, including LLMs, embeddings, and speech-to-text services.
Capability facts
- Deploy
- Self-host
Source: dockerfile:Dockerfile · Sep 18, 2026
- Docker
- Dockerfile present
Source: dockerfile:Dockerfile · Sep 18, 2026
- Languages
- go
Source: github.language · Sep 18, 2026
Categories
Compatibility
Sourced claims from the README excerpt - not unsourced marketing copy.
Source: README excerpt (regex_v1, Sep 18, 2026)
### OpenAI API CompatibilitySource link
Tags
README
KubeAI: AI Inferencing Operator <p align="left" <img src="https://img.shields.io/github/license/kubeai project/kubeai"/ <img src="https://img.shields.io/github/go mod/go version/kubeai project/kubeai"/ <img src="https://img.shields.io/github/stars/kubeai project/kubeai"/ <img src...
For agents
This page has a .md twin and JSON over the API.