Architecture ============ - Control Plane: router, planner, authority model, buses (NATS/Redpanda) - Model Plane: vLLM OpenAI server, Gorilla bridge - Memory Plane: vector, graph, GraphRAG orchestrator - Tools Plane: MCP registry, dynamic tool creation (gorilla/http) - IO Plane: gateway proxy (w/ RAG), Kong external ingress - Observability: Prometheus metrics per service; OTel traces to console Key Ports - Gateway: 8088 - Router: 7000 - Tools MCP: 7001 - Vector: 7010, Graph: 7011, GraphRAG: 7012, Embedders: 7013, Ranker: 7014, Summarizer: 7015 - Gorilla bridge: 8089 Data Flow (RAG) 1) /v1/rag/completions → gateway embeds query_text (7013) → GraphRAG/query (7012) 2) GraphRAG searches vectors (7010), expands neighbors (7011), optional rerank (7014) 3) Gateway caches result in Dragonfly/Redis and prepends [CONTEXT] → upstream completions Buses - Set NATS_URL/KAFKA_BOOTSTRAP to emit ops events on route decisions.