feat: AI investigation panel for Kubernetes resources#250
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Adds an AI-powered investigation feature that uses LLM tool calling to diagnose Kubernetes resource issues. Supports OpenAI and Anthropic providers with real-time streaming. Backend: - LLM provider abstraction (OpenAI/Anthropic) with streaming support - Investigation engine with K8s tools (get_resource, get_events, etc.) - SSE endpoint using AI SDK UI Message Stream Protocol - AI config API for provider settings Frontend: - InvestigateButton in WorkloadView header and HomeView problem list - InvestigationPanel (portal) and InvestigationChat (embeddable) - Real-time streaming with tool call interleaving - Dynamic status indicator, follow-up questions, copy/export - Markdown rendering with proper heading hierarchy
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Summary
Key changes
Backend (
internal/ai/,internal/server/investigate.go):/api/ai/investigateimplementing the AI SDK message stream protocol/api/ai/configfor reading/saving provider settingsFrontend (
web/src/components/ai/):InvestigationChat— reusable chat component with@ai-sdk/reactuseChat hookInvestigationPanel— portal-based standalone panel (used from HomeView)InvestigateButton— sparkle icon button withonInvestigatecallback for inline integrationChatMessage,ToolCall— message rendering with expandable tool call detailsOther:
Markdown.tsx)package.json— addedai,@ai-sdk/reactdependencies