{
  "id": "knowledge-source:slack-threads",
  "_kind": "KnowledgeSource",
  "_file": "domain/knowledge-fabric/knowledge-sources.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Slack Threads",
    "description": "Slack messages, threads, and channel archives as a knowledge source.\nCaptures real-time team communication, informal decisions, quick\ntroubleshooting, and institutional knowledge shared in chat. Hybrid\nindexing combines keyword search with semantic embedding for retrieval.\n",
    "sourceKind": "slack-archive",
    "updateFrequency": "real-time",
    "indexingMethod": "hybrid"
  },
  "outgoingEdges": [
    {
      "from": "knowledge-source:slack-threads",
      "to": "knowledge-domain:engineering-knowledge",
      "kind": "feeds_knowledge"
    },
    {
      "from": "knowledge-source:slack-threads",
      "to": "knowledge-domain:organizational-knowledge",
      "kind": "feeds_knowledge"
    }
  ],
  "incomingEdges": [
    {
      "from": "retrieval-pipeline:hybrid-knowledge-search",
      "to": "knowledge-source:slack-threads",
      "kind": "retrieves_from"
    },
    {
      "from": "retrieval-pipeline:conversational-retrieval",
      "to": "knowledge-source:slack-threads",
      "kind": "retrieves_from"
    }
  ]
}