{
  "id": "retrieval-pipeline:kradle-memory-query",
  "_kind": "RetrievalPipeline",
  "_file": "domain/knowledge-fabric/kradle-company-brain-topology.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Kradle Memory Query Pipeline",
    "description": "Query path for AgentMemoryQuery resources and the /api/orgs/:org/agents/memory/query\nendpoint. It retrieves graph-linked, full-text, and vector-backed Company\nBrain records for semantic org memory lookup.\n",
    "pipelineKind": "hybrid",
    "vectorStore": "pgvector",
    "chunkingStrategy": "document-level"
  },
  "outgoingEdges": [
    {
      "from": "retrieval-pipeline:kradle-memory-query",
      "to": "knowledge-source:kradle-company-brain-repository",
      "kind": "retrieves_from",
      "attributes": {}
    },
    {
      "from": "retrieval-pipeline:kradle-memory-query",
      "to": "knowledge-source:kradle-memory-ontology-files",
      "kind": "retrieves_from",
      "attributes": {}
    }
  ],
  "incomingEdges": [
    {
      "from": "knowledge-domain:kradle-org-memory",
      "to": "retrieval-pipeline:kradle-memory-query",
      "kind": "provides_knowledge_to",
      "attributes": {}
    }
  ]
}