{
  "altLabels": [
    "Agentic Retrieval-Augmented Generation"
  ],
  "definition": "A retrieval-augmented generation pattern in which an agent plans, issues, evaluates, and iterates retrieval or tool-use actions before producing a generated answer or result.",
  "distinctions": [
    {
      "reason": "Agentic retrieval names the retrieval loop; Agentic RAG is the broader generation pattern that uses such a loop to produce an answer or result.",
      "statement": "Agentic RAG is not Agentic Retrieval.",
      "target": "agentic-retrieval",
      "targetLabel": "Agentic Retrieval",
      "targetUri": "https://id.searchplex.net/agentic-retrieval/"
    },
    {
      "reason": "Agentic RAG is a retrieval-augmented generation pattern; deep research emphasizes multi-step research, browsing, evidence synthesis, and often report-style output.",
      "statement": "Agentic RAG is not Deep Research.",
      "target": "deep-research",
      "targetLabel": "Deep Research",
      "targetUri": "https://id.searchplex.net/deep-research/"
    },
    {
      "reason": "Agentic RAG is a form of RAG with agentic control over retrieval or tool-use steps; RAG in general may use a fixed retrieve-then-generate pipeline.",
      "statement": "Agentic RAG is not Retrieval-Augmented Generation.",
      "target": "rag",
      "targetLabel": "Retrieval-Augmented Generation",
      "targetUri": "https://id.searchplex.net/rag/"
    },
    {
      "reason": "Retrieval planning is one capability within an agentic RAG system; it is not the full RAG pattern.",
      "statement": "Agentic RAG is not Retrieval Planning.",
      "target": "retrieval-planning",
      "targetLabel": "Retrieval Planning",
      "targetUri": "https://id.searchplex.net/retrieval-planning/"
    }
  ],
  "id": "agentic-rag",
  "kind": "GeneralConcept",
  "license": "https://creativecommons.org/publicdomain/zero/1.0/",
  "links": [
    {
      "label": "Agentic Retrieval-Augmented Generation",
      "type": "canonicalSurvey",
      "url": "https://arxiv.org/abs/2501.09136"
    },
    {
      "label": "From Web Search towards Agentic Deep Research",
      "type": "canonicalSurvey",
      "url": "https://arxiv.org/abs/2506.18959"
    }
  ],
  "modifiedAt": "2026-09-14T06:43:46Z",
  "prefLabel": "Agentic RAG",
  "publisher": {
    "name": "Searchplex",
    "url": "https://searchplex.net/"
  },
  "relations": [
    {
      "note": "Agentic retrieval names the retrieval loop; Agentic RAG is the broader generation pattern that uses such a loop to produce an answer or result.",
      "target": "agentic-retrieval",
      "type": "notEquivalentTo"
    },
    {
      "note": "Agentic RAG is a retrieval-augmented generation pattern; deep research emphasizes multi-step research, browsing, evidence synthesis, and often report-style output.",
      "target": "deep-research",
      "type": "notEquivalentTo"
    },
    {
      "note": "Agentic RAG is a form of RAG with agentic control over retrieval or tool-use steps; RAG in general may use a fixed retrieve-then-generate pipeline.",
      "target": "rag",
      "type": "notEquivalentTo"
    },
    {
      "note": "Retrieval planning is one capability within an agentic RAG system; it is not the full RAG pattern.",
      "target": "retrieval-planning",
      "type": "notEquivalentTo"
    },
    {
      "target": "agentic-retrieval",
      "type": "related"
    },
    {
      "target": "deep-research",
      "type": "related"
    },
    {
      "target": "grounding",
      "type": "related"
    },
    {
      "target": "iterative-retrieval",
      "type": "related"
    },
    {
      "target": "multi-hop-retrieval",
      "type": "related"
    },
    {
      "target": "query-decomposition",
      "type": "related"
    },
    {
      "target": "query-routing",
      "type": "related"
    },
    {
      "target": "rag",
      "type": "related"
    },
    {
      "target": "retrieval-planning",
      "type": "related"
    }
  ],
  "representations": {
    "html": "https://id.searchplex.net/agentic-rag/",
    "json": "https://id.searchplex.net/agentic-rag.json",
    "jsonld": "https://id.searchplex.net/agentic-rag.jsonld"
  },
  "scheme": "https://id.searchplex.net/scheme/",
  "scopeNote": "Agentic RAG combines RAG with agentic control over retrieval, query reformulation, tool use, evidence gathering, or stopping decisions. It is distinct from RAG in general, which may use a fixed retrieval pipeline, and from agentic retrieval, which names the retrieval loop rather than the full generation pattern.",
  "status": "published",
  "terms": [
    {
      "community": "industry",
      "label": "Agentic RAG System",
      "usage": "nearSynonym"
    },
    {
      "community": "industry",
      "label": "Agentic RAG Workflow",
      "usage": "nearSynonym"
    }
  ],
  "uri": "https://id.searchplex.net/agentic-rag/"
}