Agents & Data

Configure AI agent lifecycle management and RAG data layer. Covers how agents leverage tools and augment context through vector search.

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Kagent Agent Management

Kubernetes CRD-based AI agent lifecycle management. Agent definition, MCP/A2A tool integration, scaling, state management patterns.

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Milvus Vector DB

Core vector store for RAG pipelines. HNSW index, hybrid search, multi-tenant partitioning, operational guide.