curl --request POST \
  --url https://paradigm.lighton.ai/api/v3/retrieve \
  --header 'Authorization: Bearer <token>' \
  --header 'Content-Type: application/json' \
  --data '
{
  "query": "authentication system JWT tokens"
}
'

{
  "query": "JWT authentication",
  "retrieve_params": {
    "mode": "text",
    "top_k": 20,
    "top_n": 10,
    "skip_rerank": false,
    "include_image": false
  },
  "scoping_params": {
    "file_id": [],
    "tag_id": [],
    "workspace_id": [
      42
    ]
  },
  "results": [
    {
      "chunk": {
        "id": 1024,
        "uuid": "550e8400-e29b-41d4-a716-446655440000",
        "content_id": "content_id_550e8400-e29b-41d4-a716-446655440000",
        "text": "JWT tokens are signed using RS256 and expire after 1 hour.",
        "chunk_type": "text",
        "metadata": {
          "pages": "3-4",
          "total_pages": "12"
        },
        "created_at": "2025-11-01T09:00:00Z",
        "updated_at": "2025-11-01T09:00:00Z"
      },
      "scoring": {
        "score": 0.92,
        "distance": 0.08,
        "lexical_score": 0.74,
        "certainty": 0.95
      },
      "workspace": {
        "id": 42,
        "name": "Engineering Docs",
        "workspace_type": "custom"
      },
      "document": {
        "id": 512,
        "name": "auth-system.pdf",
        "file_type": "pdf",
        "status": "embedded",
        "total_pages": 12,
        "uploaded_at": "2025-10-30T08:00:00Z",
        "title": "Authentication System Design",
        "tags": [
          {
            "id": 7,
            "name": "security",
            "auto_assigned": false
          }
        ],
        "external_metadata": null
      }
    }
  ]
}