Get inferencing running on Kubernetes: LLMs, Embeddings, Speech-to-Text. KubeAI serves an OpenAI compatible HTTP API. Admins can configure ML models by using the Model Kubernetes Custom Resources. KubeAI can be thought of as a Model Operator (See Operator Pattern) that manages vLLM and Ollama servers.

Features

  • Drop-in replacement for OpenAI with API compatibility
  • Serve top OSS models (LLMs, Whisper, etc.)
  • Multi-platform: CPU-only, GPU, coming soon: TPU
  • Scale from zero, autoscale based on load
  • Zero dependencies (does not depend on Istio, Knative, etc.)
  • Chat UI included (OpenWebUI)
  • Operates OSS model servers (vLLM, Ollama, FasterWhisper, Infinity)
  • Stream/batch inference via messaging integrations (Kafka, PubSub, etc.)

Project Samples

KubeAI Screenshot 1

Project Activity

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Categories

Large Language Models (LLM), LLM Inference

License

Apache License V2.0

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Go

Related Categories

Go Large Language Models (LLM), Go LLM Inference Tool

Registered

2024-09-25
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