{
  "id": "lib-process:ai-agents-conversational--entity-extraction-slot-filling",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "entity-extraction-slot-filling",
    "description": "Entity Extraction and Slot Filling Implementation - Process for implementing entity extraction systems\nwith custom entity types, slot filling for dialogue state, entity linking, normalization, and composite entity handling.",
    "libraryPath": "library/specializations/ai-agents-conversational/entity-extraction-slot-filling.js",
    "specialization": "ai-agents-conversational",
    "references": [
      "- spaCy NER: https://spacy.io/usage/linguistic-features#named-entities\n- Hugging Face NER: https://huggingface.co/docs/transformers/tasks/token_classification\n- Rasa Entity Extraction: https://rasa.com/docs/rasa/nlu-training-data/#entities"
    ],
    "example": "const result = await orchestrate('specializations/ai-agents-conversational/entity-extraction-slot-filling', {\n  projectName: 'travel-booking-ner',\n  entityTypes: ['destination', 'date', 'num_travelers', 'travel_class'],\n  slotSchema: { destination: 'required', date: 'required', travelers: 'optional' }\n});",
    "usesAgents": [
      "nlu-specialist",
      "data-annotator",
      "ner-trainer",
      "linking-developer",
      "normalization-developer",
      "composite-developer"
    ],
    "usesSkills": [
      "entity-extraction-templates"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:ai-agents-conversational--entity-extraction-slot-filling",
      "to": "domain:software-engineering",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:ai-agents-conversational--entity-extraction-slot-filling",
      "to": "workflow:agent-evaluation-cycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:ai-agents-conversational--entity-extraction-slot-filling",
      "to": "specialization:ai-agents-conversational",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": []
}