{
  "id": "topic:semantic-chunking",
  "_kind": "Topic",
  "_file": "domain/topics/topics-knowledge-fabric.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Semantic Chunking",
    "description": "Semantic Chunking as a cross-cutting topic — strategies for splitting\ndocuments into meaningful units for embedding and retrieval. Covers\nfixed-size chunking, sentence-level splitting, semantic boundary\ndetection, hierarchical chunking (parent-child relationships),\ncode-aware chunking (function/class boundaries), overlap strategies,\nand the impact of chunk size on retrieval precision and recall.\n"
  },
  "outgoingEdges": [
    {
      "from": "topic:semantic-chunking",
      "to": "domain:software-engineering",
      "kind": "applies_to"
    },
    {
      "from": "topic:semantic-chunking",
      "to": "specialization:ai-agents-conversational",
      "kind": "applies_to"
    }
  ],
  "incomingEdges": [
    {
      "from": "domain:knowledge-management",
      "to": "topic:semantic-chunking",
      "kind": "contains"
    },
    {
      "from": "tool:token-optimizer",
      "to": "topic:semantic-chunking",
      "kind": "relates_to_topic",
      "attributes": {}
    }
  ]
}