AI on Kubernetes #6834
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AI on Kubernetes #6834
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Signed-off-by: Nicolas Lamirault <[email protected]>
Signed-off-by: Nicolas Lamirault <[email protected]>
Signed-off-by: Nicolas Lamirault <[email protected]>
Signed-off-by: Nicolas Lamirault <[email protected]>
Signed-off-by: Nicolas Lamirault <[email protected]>
nlamirault
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Caution Review failedThe pull request is closed. WalkthroughIntroduces comprehensive AI workload support through new Helm charts for kgateway (Gateway API implementation with AI extensions), kagent (MCP server), and ai application. Adds LLM provider backends (Anthropic, Bedrock, Gemini, OpenAI) with credential management. Updates networking to replace Traefik with kgateway, adds Grafana monitoring dashboards, and configures OpenTelemetry tracing integration. Changes
Sequence Diagram(s)sequenceDiagram
participant Client
participant Gateway as KGateway<br/>(HTTP Listener)
participant HTTPRoute as HTTPRoute<br/>(/anthropic)
participant Backend as Backend<br/>(AI Type)
participant LLM as Anthropic<br/>LLM Provider
participant Telemetry as OpenTelemetry<br/>Collector
Client->>Gateway: HTTP Request
Gateway->>HTTPRoute: Route /{anthropic-name}
HTTPRoute->>Backend: Forward to Backend
Backend->>LLM: Call LLM API<br/>(with auth token)
LLM-->>Backend: LLM Response
Backend-->>HTTPRoute: Response
HTTPRoute-->>Client: HTTP 200 + Result
rect rgb(240, 248, 255)
Gateway->>Telemetry: Send traces<br/>(OTLP gRPC)
end
Estimated code review effort🎯 4 (Complex) | ⏱️ ~60 minutes
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✨ Finishing touches🧪 Generate unit tests (beta)
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Signed-off-by: Nicolas Lamirault <[email protected]>
Signed-off-by: Nicolas Lamirault <[email protected]>
Signed-off-by: Nicolas Lamirault <[email protected]>
Signed-off-by: Nicolas Lamirault <[email protected]>
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