{
  "id": "lib-process:ai-agents-conversational--synthetic-conversation-data",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "synthetic-conversation-data",
    "description": "Synthetic Conversation Data Generation - Process for generating high-quality synthetic\nconversation data for training and testing conversational AI systems using LLM-based generation.",
    "libraryPath": "library/specializations/ai-agents-conversational/synthetic-conversation-data.js",
    "specialization": "ai-agents-conversational",
    "references": [
      "- Self-Instruct: https://arxiv.org/abs/2212.10560\n- Evol-Instruct: https://arxiv.org/abs/2304.12244\n- Genstruct: https://huggingface.co/NousResearch/Genstruct-7B"
    ],
    "example": "const result = await orchestrate('specializations/ai-agents-conversational/synthetic-conversation-data', {\n  datasetName: 'customer-support-synthetic',\n  scenarios: ['order-tracking', 'refund-request', 'product-inquiry'],\n  targetSize: 10000\n});",
    "usesAgents": [
      "synthetic-data-generator",
      "seed-generator",
      "evolution-generator",
      "quality-filter",
      "diversity-analyzer",
      "data-exporter"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:ai-agents-conversational--synthetic-conversation-data",
      "to": "domain:software-engineering",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:ai-agents-conversational--synthetic-conversation-data",
      "to": "workflow:data-pipeline-deployment",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:ai-agents-conversational--synthetic-conversation-data",
      "to": "specialization:ai-agents-conversational",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:ai-agents-conversational--synthetic-conversation-data",
      "to": "lib-agent:ai-agents-conversational--synthetic-data-generator",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}