{
  "id": "okf_zeeshanml_expert_search_copilot_okf_bund_915009c0",
  "kind": "okf",
  "category": "dados",
  "name": "Expert Search Copilot — Knowledge Bundle",
  "tagline": "Bundle OKF 0.1 · 5 conceitos · ZeeshanML/Expert-Search-Copilot",
  "body": "# Expert Search Copilot — Knowledge Bundle\n\nA FastAPI backend for semantic expert search: hybrid vector + metadata search\nover expert profiles via natural language, with multi-turn conversation\nsupport. This bundle documents the running system, not just its code layout —\nstart here and walk down into the directory that matches what you're looking\nfor.\n\n## Map\n\n- [`endpoints/`](/endpoints/index.md) — the three HTTP routes the service\nexposes (`/health`, `/ingest`, `/search`) and their request/response\ncontracts.\n- [`components/`](/components/index.md) — the models, stores, and external\nservices the app depends on: the embedding model, the LLM, the vector\nstore, and the relational database.\n- [`processes/`](/processes/index.md) — the multi-step flows that tie\ncomponents together: ingestion, hybrid search/retrieval, and multi-turn\nconversation context management.\n- [`data/`](/data/index.md) — the data asset the system reads.\n- [`config/`](/config/index.md) — the single cross-cutting setti",
  "url": "https://github.com/ZeeshanML/Expert-Search-Copilot/blob/HEAD/okf-bundle/index.md",
  "status": "live",
  "origin": "okf_github",
  "origin_id": "ZeeshanML/Expert-Search-Copilot:okf-bundle/index.md",
  "install": "https://raw.githubusercontent.com/ZeeshanML/Expert-Search-Copilot/HEAD/okf-bundle/index.md",
  "source": "https://github.com/ZeeshanML/Expert-Search-Copilot",
  "transporte": "",
  "ns": "zeeshanml",
  "versao": "0.1",
  "oficial_status": "",
  "repo_host": "github.com",
  "topico": "ai",
  "linguagem": "HTML",
  "licenca": "",
  "repo_topics": "",
  "repo_slug": "zeeshanml/expert-search-copilot",
  "stars": 0,
  "forks": 0,
  "prs_abertos": 0,
  "pushed_at": "2026-07-09T14:10:43Z",
  "repo_estado": "ativo",
  "likes": 0,
  "comments": 0,
  "visits": 0,
  "readme_bytes": 4866,
  "readme_api": "https://agentalog.com/api/listings/okf_zeeshanml_expert_search_copilot_okf_bund_915009c0/readme",
  "readme_fonte": "repo",
  "created_at": "2026-09-08 22:11:44",
  "updated_at": "2026-09-08 22:11:44",
  "mine": false,
  "api": "https://agentalog.com/api/listings/okf_zeeshanml_expert_search_copilot_okf_bund_915009c0",
  "go": "https://agentalog.com/api/go/okf_zeeshanml_expert_search_copilot_okf_bund_915009c0",
  "comments_api": "https://agentalog.com/api/listings/okf_zeeshanml_expert_search_copilot_okf_bund_915009c0/comments",
  "readme_sha": "81b42de869cbe128c20728c9ab9eac57158293480b659a9e76fecbd8dee6174d",
  "readme_em": "2026-09-14 00:36:39",
  "payload": {
    "name": "ZeeshanML/Expert-Search-Copilot:okf-bundle/index.md",
    "title": "Expert Search Copilot — Knowledge Bundle",
    "version": "0.1",
    "okf_bundle_dir": "okf-bundle",
    "okf_index_path": "okf-bundle/index.md",
    "okf_conceitos": 5,
    "okf_ref": "HEAD",
    "okf_type": ""
  },
  "volatil_em": "2026-09-13 19:01:51"
}