{
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  "name": "LeadGen AI — OKF Knowledge Bundle",
  "tagline": "Curated project knowledge in Open Knowledge Format v0.1 (draft). Not a retrieval runtime — Qdrant Hybrid RAG remains the large-scale search ",
  "body": "# LeadGen AI — OKF Knowledge Bundle\n\nThis directory is **canonical curated knowledge** (rules, runbooks, agent policy, ADRs summaries).\n\nIt is **not**:\n\n- a vector database\n- live customer/ledger truth (that is PostgreSQL/APIs)\n- a Graphify replacement (code graph stays in `app/graphify-out/`)\n- a place for secrets, tokens, passwords, or private phone numbers\n\n## How agents should use this\n\n| Question type | Source |\n|---|---|\n| Live counts, invoices, delivery status | PostgreSQL / APIs |\n| Product rules, runbooks, agent policy | OKF files here (+ `memory/` deep archive) |\n| Docs, FAQs, transcripts, approved content | Qdrant Hybrid RAG (`kb_main`) |\n| Code/workflow “what depends on what” | Graphify |\n| Short-lived chat/task state | Redis TTL |\n\n## Runtime surfaces (Phase-1 polish, 2026-08-05)\n\n| Surface | Path | Gate |\n|---|---|---|\n| Public agent-readable bundle | `GET /okf/` + `GET /okf/{path}` | `OKF_PUBLIC_BUNDLE` (default ON) |\n| Admin status / dry-run / recall | `/api/admin/okf/*",
  "url": "https://github.com/sumitrevolt/leadgenrationaivoiceagent/blob/HEAD/knowledge/index.md",
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  "source": "https://github.com/sumitrevolt/leadgenrationaivoiceagent",
  "transporte": "",
  "ns": "sumitrevolt",
  "versao": "0.1",
  "oficial_status": "",
  "repo_host": "github.com",
  "topico": "database",
  "linguagem": "Python",
  "licenca": "MIT",
  "repo_topics": "",
  "repo_slug": "sumitrevolt/leadgenrationaivoiceagent",
  "stars": 1,
  "forks": 0,
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  "pushed_at": "2026-09-09T08:31:38Z",
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    "title": "LeadGen AI — OKF Knowledge Bundle",
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}