{
  "id": "skill-area:rag-pipeline-engineering",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/skill-areas-knowledge-fabric.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "RAG Pipeline Engineering",
    "description": "Building retrieval-augmented generation pipelines end-to-end —\ndocument ingestion, chunking, embedding, vector indexing, retrieval,\nre-ranking, context assembly, and evaluation. Covers both\nprototyping with lightweight tools and production-grade pipelines\nwith monitoring and quality metrics.\n",
    "domains": [
      "specialization:ai-agents-conversational"
    ],
    "expertiseLevels": [
      "intermediate",
      "expert"
    ]
  },
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      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    }
  ],
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      "attributes": {}
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}