README
¶
OpenKruise Agents
Overview
OpenKruise Agents provides best practices for managing AI agent workloads in Kubernetes. It is a sub-project of the open-source workload project OpenKruise under the Cloud Native Computing Foundation (CNCF), specifically tailored for the AI agent domain. OpenKruise Agents accelerates AI agent deployment and makes it easily accessible to both AI algorithm scientists and infrastructure engineers.
OpenKruise Agents is designed to support the following AI agent workloads:
- Isolated environments for diverse tool usage by AI agents
- Network-accessible and persistent cloud environments for research notebooks and development workspaces
- Reinforcement learning jobs featuring human-in-the-loop and open-world training
- Big data training jobs requiring rapid startup times and robust fault tolerance
Why OpenKruise Agents
OpenKruise Agents delivers vendor-neutral sandboxes with the following key characteristics:
- Rapid and cost-effective resource provisioning through resource pooling and dynamic resizing
- Sandbox hibernation and checkpoint capabilities encompassing memory, read/write layer data, and GPU memory
- User identity and session management with efficient traffic routing, minimizing dependence on Kubernetes services
- Comprehensive API and SDK support, including both Kubernetes CRD APIs and E2B APIs
Relationship with Sig Agent-Sandbox
OpenKruise Agents offers high-level APIs for sandbox management, enabling efficient resource provisioning, user management, and traffic routing. Under the hood, OpenKruise Agents includes built-in sandbox APIs and implementations, while maintaining compatibility with Sig Agent-Sandbox when available.
Directories
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| Path | Synopsis |
|---|---|
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api
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v1alpha1
Package v1alpha1 contains API Schema definitions for the agents v1alpha1 API group.
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Package v1alpha1 contains API Schema definitions for the agents v1alpha1 API group. |
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client
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clientset/versioned/fake
This package has the automatically generated fake clientset.
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This package has the automatically generated fake clientset. |
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clientset/versioned/scheme
This package contains the scheme of the automatically generated clientset.
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This package contains the scheme of the automatically generated clientset. |
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clientset/versioned/typed/api/v1alpha1
This package has the automatically generated typed clients.
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This package has the automatically generated typed clients. |
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clientset/versioned/typed/api/v1alpha1/fake
Package fake has the automatically generated clients.
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Package fake has the automatically generated clients. |
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cmd
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agent-sandbox-controller
command
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sandbox-manager
command
Package main provides the main entry point for the E2B on Kubernetes server.
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Package main provides the main entry point for the E2B on Kubernetes server. |
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pkg
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servers/e2b
Package e2b provides HTTP controllers for handling E2B sandbox requests.
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Package e2b provides HTTP controllers for handling E2B sandbox requests. |
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servers/e2b/models
Package models provides data models for the E2B sandbox API.
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Package models provides data models for the E2B sandbox API. |
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utils/sandbox-manager
Package utils provides utility functions for parsing and handling Kubernetes resource quantities.
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Package utils provides utility functions for parsing and handling Kubernetes resource quantities. |
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test
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