GraphRAG
ENT-00001512 · AI Method

GraphRAG

GraphRAG is a AI method associated with Microsoft, classified in LXKeys.world as AI Method / Alignment.

Niveau IV ConnectéActifDocumenté
Fiche publique

Vue d’ensemble

GraphRAG is a AI method associated with Microsoft. This Entry records its public identity, classification as AI Method / Alignment, source provenance, release or appearance history, documented capabilities and graph relationships. Primary-source material is preferred for factual maintenance; secondary references are retained only as supporting context.

Chronologie

  1. 2024Initial research publication

    GraphRAG entered the documented public record in 2024. This event is retained at the precision supported by the Entry’s reviewed source history.

Capacités

RetrievalVector searchKnowledge graph support

Limites connues

This Entry describes a method rather than one fixed deployed system.Effectiveness depends on implementation details, model family, data, optimization choices and evaluation conditions.Later variants can differ materially from the method’s original formulation.
Détail technique et structuré

Description technique

Structured LXKeys.world registry record for GraphRAG. Entity type: AI Method; classification: AI Method / Alignment; creator/organization context: Microsoft Research. Canonical source anchor: https://microsoft.github.io/graphrag/. The record tracks source authority, first public appearance, timeline, capabilities, limitations, registry status and graph relationships. Automatic refresh is limited to sources explicitly classified as OFFICIAL and enabled for updates; documentary and research references remain non-authoritative unless reviewed.

Tags contrôlés

RAGVector SearchAI Infrastructure
Graphe relationnel

GraphRAG

Ouvrir dans le graphe complet
GraphRAG
Organisation associéeSortante
Microsoft

GraphRAG is associated with Microsoft through its documented source context.

Couche lisible par machine

Données structurées de l’entrée pour les outils humains, les systèmes IA et les clients machine.

{
    "@context": [
        "https://schema.org",
        {
            "lxw": "https://lxkeys.world/schema/"
        }
    ],
    "@type": "Thing",
    "identifier": "ENT-00001512",
    "name": "GraphRAG",
    "alternateName": [],
    "additionalType": {
        "category": "Methods and Research",
        "type": "AI Method",
        "subtype": "",
        "lxkeysEntity": false
    },
    "description": "GraphRAG is a AI method associated with Microsoft, classified in LXKeys.world as AI Method / Alignment.",
    "creator": "Microsoft Research",
    "url": "https://lxkeys.world/entry.php?id=ENT-00001512&lang=fr",
    "sameAs": "https://microsoft.github.io/graphrag/",
    "image": "https://lxkeys.world/uploads/entity-images/ENT-00001512.png",
    "lxkeysWorld": {
        "worldId": "ENT-00001512",
        "kind": "Methods and Research",
        "type": "AI Method",
        "subtype": "",
        "classification": "AI Method / Alignment",
        "organization": "Microsoft",
        "originContext": "Public AI and technical record",
        "firstPublicAppearance": "2024",
        "currentStatus": "Active",
        "documentationStatus": "Documented",
        "documentationIndex": {
            "total": 74,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 11,
            "level": "Level IV Connected"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-16T23:59:28+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "updated_utc": "2026-06-16T23:59:28+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
        },
        "facts": [],
        "capabilities": [
            "Retrieval",
            "Vector search",
            "Knowledge graph support"
        ],
        "limitations": [
            "This Entry describes a method rather than one fixed deployed system.",
            "Effectiveness depends on implementation details, model family, data, optimization choices and evaluation conditions.",
            "Later variants can differ materially from the method’s original formulation."
        ],
        "tags": [
            "RAG",
            "Vector Search",
            "AI Infrastructure"
        ],
        "timeline": [
            {
                "date": "2024",
                "title": "Initial research publication",
                "description": "GraphRAG entered the documented public record in 2024. This event is retained at the precision supported by the Entry’s reviewed source history.",
                "source_url": "https://microsoft.github.io/graphrag/",
                "verification_status": "source_backed_official"
            }
        ],
        "relationships": [
            {
                "target": "Microsoft",
                "type": "Associated organization",
                "description": "GraphRAG is associated with Microsoft through its documented source context.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "GraphRAG documentation",
                "url": "https://microsoft.github.io/graphrag/",
                "source_type": "Official Documentation",
                "verification_status": "verified",
                "authority": "OFFICIAL",
                "role": "primary",
                "update_enabled": true,
                "authority_basis": "curated-corpus-refresh-2026-09-08"
            }
        ],
        "canonical": [],
        "imageMeta": {
            "path": "uploads/entity-images/ENT-00001512.png",
            "sha256": "2bc3eea21e63aee251ff2c130bae2dd759c1b9bd7413240350c30ce3d459b015",
            "width": 512,
            "height": 512,
            "mime": "image/png",
            "provenance_status": "PROVENANCE_UNCONFIRMED",
            "review_status": "preserved_pending_official_verification",
            "legacy_provenance_status": "legacy_unverified",
            "source_type": "historical",
            "source_label": "LXKeys.world historical media corpus",
            "metadata_namespace": "urn:lxkeys:xmp:1.0",
            "metadata_embedded": true,
            "metadata_verified": true,
            "asset_id": "LXW-IMG-ENT-00001512-2BC3EEA21E63",
            "processing_id": "LXP-20260908-0DE20C2C85B4",
            "processed_at_utc": "2026-09-08T18:00:00Z",
            "dypclt": "D-0 Y-2 P-4 C-4 L-33 T-6",
            "rights_holder": "",
            "rights_policy": "PROVENANCE_REVIEW_REQUIRED",
            "original_sha256": "2bc3eea21e63aee251ff2c130bae2dd759c1b9bd7413240350c30ce3d459b015",
            "processed_sha256": "5f226c9edb2a5dd95a302a62883e8038ed85a9bd5c0ac2c6cfe0976763cb7f12"
        }
    }
}
Preuves

Contribuer à cette entrée

Soumettez une source, une correction ou un commentaire. Les modifications publiques restent modérées.

Soumettre une preuve ou un commentaire

Commentaires approuvés

Aucun commentaire public approuvé pour le moment.