{
  "store": "knowledge",
  "purpose": "customer_communication_rag",
  "independent_from_verticals_uw_corpus": true,
  "ingested_at": "2026-08-20T09:59:58.442Z",
  "load_one_vertical_at_a_time": true,
  "query_with": "gpt-4o-mini",
  "verticals": {
    "bmi": {
      "vertical": "bmi",
      "store": "knowledge",
      "label": "BMI communication playbook",
      "description": "Self-reported height/weight scripts, FAQ, and objections. No disease interview, no mortgage loan script.",
      "independent": true,
      "reusable": true,
      "purpose": "customer_communication_rag",
      "chat_model": "gpt-4o-mini",
      "embed_model": "local-hash-v1",
      "dim": 384,
      "chunk_count": 73,
      "sources": [
        "knowledge_base/bmi_details/communication.md",
        "knowledge_base/bmi_details/faq.md",
        "knowledge_base/bmi_details/objection.md"
      ],
      "by_doc_type": {
        "communication": 15,
        "faq": 28,
        "objection": 30
      },
      "files": {
        "chunks": "data/knowledge/bmi/chunks.jsonl",
        "embeddings": "data/knowledge/bmi/embeddings.json",
        "catalog": "data/knowledge/bmi/catalog.json"
      },
      "do_not_merge_with": "data/verticals/",
      "reuse": "Load only data/knowledge/bmi/embeddings.json for bmi customer-communication RAG."
    },
    "health": {
      "vertical": "health",
      "store": "knowledge",
      "label": "Health disease-history communication playbook",
      "description": "Disease-group interview, FAQ, objections, HX dispositions. No BMI capture, no mortgage sale script.",
      "independent": true,
      "reusable": true,
      "purpose": "customer_communication_rag",
      "chat_model": "gpt-4o-mini",
      "embed_model": "local-hash-v1",
      "dim": 384,
      "chunk_count": 90,
      "sources": [
        "knowledge_base/health_details/communication.md",
        "knowledge_base/health_details/disposition.md",
        "knowledge_base/health_details/faq.md",
        "knowledge_base/health_details/objection.md"
      ],
      "by_doc_type": {
        "communication": 22,
        "disposition": 8,
        "faq": 35,
        "objection": 25
      },
      "files": {
        "chunks": "data/knowledge/health/chunks.jsonl",
        "embeddings": "data/knowledge/health/embeddings.json",
        "catalog": "data/knowledge/health/catalog.json"
      },
      "do_not_merge_with": "data/verticals/",
      "reuse": "Load only data/knowledge/health/embeddings.json for health customer-communication RAG."
    },
    "mortgage": {
      "vertical": "mortgage",
      "store": "knowledge",
      "label": "Mortgage protection communication playbook",
      "description": "Loan fact-find script, FAQ, objections, mortgage dispositions. No BMI, no disease history.",
      "independent": true,
      "reusable": true,
      "purpose": "customer_communication_rag",
      "chat_model": "gpt-4o-mini",
      "embed_model": "local-hash-v1",
      "dim": 384,
      "chunk_count": 108,
      "sources": [
        "knowledge_base/mortgage_details/communication.md",
        "knowledge_base/mortgage_details/disposition.md",
        "knowledge_base/mortgage_details/faq.md",
        "knowledge_base/mortgage_details/objection.md"
      ],
      "by_doc_type": {
        "communication": 28,
        "disposition": 13,
        "faq": 35,
        "objection": 32
      },
      "files": {
        "chunks": "data/knowledge/mortgage/chunks.jsonl",
        "embeddings": "data/knowledge/mortgage/embeddings.json",
        "catalog": "data/knowledge/mortgage/catalog.json"
      },
      "do_not_merge_with": "data/verticals/",
      "reuse": "Load only data/knowledge/mortgage/embeddings.json for mortgage customer-communication RAG."
    }
  }
}