{
  "edges": [
    {
      "evidence": {
        "dataset": "german-public-sector-ai-dependency-atlas",
        "field": "repository_commit_manifest_package_identity",
        "sourceId": "opencode:8712@ddae51bb41a08acf9c1bcdee5dc8ce92df04649c:pypi:accelerate",
        "url": "https://gitlab.opencode.de/landeshauptstadt-muenchen/f-13-rag/-/commit/ddae51bb41a08acf9c1bcdee5dc8ce92df04649c"
      },
      "evidenceClass": "exact",
      "from": "opencode:8712",
      "id": "edge:15f27141196fa5a5a224b817",
      "observedAt": "2026-07-21T08:58:16.708Z",
      "relation": "declares_dependency",
      "to": "package:pypi:accelerate"
    },
    {
      "evidence": {
        "dataset": "german-public-sector-ai-dependency-atlas",
        "field": "repository_commit_manifest_package_identity",
        "sourceId": "opencode:8712@ddae51bb41a08acf9c1bcdee5dc8ce92df04649c:pypi:scikit-learn",
        "url": "https://gitlab.opencode.de/landeshauptstadt-muenchen/f-13-rag/-/commit/ddae51bb41a08acf9c1bcdee5dc8ce92df04649c"
      },
      "evidenceClass": "exact",
      "from": "opencode:8712",
      "id": "edge:66845b34ff7714c092235523",
      "observedAt": "2026-07-21T08:58:16.708Z",
      "relation": "declares_dependency",
      "to": "package:pypi:scikit-learn"
    },
    {
      "evidence": {
        "dataset": "german-public-sector-ai-dependency-atlas",
        "field": "repository_commit_manifest_package_identity",
        "sourceId": "opencode:8712@ddae51bb41a08acf9c1bcdee5dc8ce92df04649c:pypi:tokenizers",
        "url": "https://gitlab.opencode.de/landeshauptstadt-muenchen/f-13-rag/-/commit/ddae51bb41a08acf9c1bcdee5dc8ce92df04649c"
      },
      "evidenceClass": "exact",
      "from": "opencode:8712",
      "id": "edge:6d19985e38bffa1491f14a9c",
      "observedAt": "2026-07-21T08:58:16.708Z",
      "relation": "declares_dependency",
      "to": "package:pypi:tokenizers"
    },
    {
      "evidence": {
        "dataset": "german-public-sector-ai-dependency-atlas",
        "field": "repository_commit_manifest_package_identity",
        "sourceId": "opencode:8712@ddae51bb41a08acf9c1bcdee5dc8ce92df04649c:pypi:transformers",
        "url": "https://gitlab.opencode.de/landeshauptstadt-muenchen/f-13-rag/-/commit/ddae51bb41a08acf9c1bcdee5dc8ce92df04649c"
      },
      "evidenceClass": "exact",
      "from": "opencode:8712",
      "id": "edge:8620e10111360cfe01c79d57",
      "observedAt": "2026-07-21T08:58:16.708Z",
      "relation": "declares_dependency",
      "to": "package:pypi:transformers"
    },
    {
      "evidence": {
        "dataset": "german-public-sector-ai-dependency-atlas",
        "field": "repository_commit_manifest_package_identity",
        "sourceId": "opencode:8712@ddae51bb41a08acf9c1bcdee5dc8ce92df04649c:pypi:openai",
        "url": "https://gitlab.opencode.de/landeshauptstadt-muenchen/f-13-rag/-/commit/ddae51bb41a08acf9c1bcdee5dc8ce92df04649c"
      },
      "evidenceClass": "exact",
      "from": "opencode:8712",
      "id": "edge:9b17f30f91ea4c62433a5859",
      "observedAt": "2026-07-21T08:58:16.708Z",
      "relation": "declares_dependency",
      "to": "package:pypi:openai"
    },
    {
      "evidence": {
        "dataset": "german-public-sector-ai-dependency-atlas",
        "field": "repository_commit_manifest_package_identity",
        "sourceId": "opencode:8712@ddae51bb41a08acf9c1bcdee5dc8ce92df04649c:pypi:sentence-transformers",
        "url": "https://gitlab.opencode.de/landeshauptstadt-muenchen/f-13-rag/-/commit/ddae51bb41a08acf9c1bcdee5dc8ce92df04649c"
      },
      "evidenceClass": "exact",
      "from": "opencode:8712",
      "id": "edge:9be9e2a25ad6b885eacb3e25",
      "observedAt": "2026-07-21T08:58:16.708Z",
      "relation": "declares_dependency",
      "to": "package:pypi:sentence-transformers"
    },
    {
      "evidence": {
        "dataset": "german-public-sector-ai-dependency-atlas",
        "field": "repository_commit_manifest_package_identity",
        "sourceId": "opencode:8712@ddae51bb41a08acf9c1bcdee5dc8ce92df04649c:pypi:torch",
        "url": "https://gitlab.opencode.de/landeshauptstadt-muenchen/f-13-rag/-/commit/ddae51bb41a08acf9c1bcdee5dc8ce92df04649c"
      },
      "evidenceClass": "exact",
      "from": "opencode:8712",
      "id": "edge:e7b9d9d0e69e98b7c4a7769e",
      "observedAt": "2026-07-21T08:58:16.708Z",
      "relation": "declares_dependency",
      "to": "package:pypi:torch"
    }
  ],
  "entity": {
    "attributes": {
      "aiPackageCount": 7,
      "commitSha": "ddae51bb41a08acf9c1bcdee5dc8ce92df04649c",
      "lastActivityAt": "2026-02-12T08:49:11.302Z",
      "pathWithNamespace": "landeshauptstadt-muenchen/f-13-rag",
      "treeComplete": true
    },
    "description": "Microservice zur Durchsuchung von Texten und Datenbanken mit natürlicher Sprache",
    "edgeCount": 7,
    "id": "opencode:8712",
    "indexable": true,
    "label": "landeshauptstadt-muenchen/f-13-rag",
    "links": [
      {
        "kind": "official_source",
        "label": "openCode",
        "url": "https://gitlab.opencode.de/landeshauptstadt-muenchen/f-13-rag"
      },
      {
        "kind": "snapshot",
        "label": "Commit",
        "url": "https://gitlab.opencode.de/landeshauptstadt-muenchen/f-13-rag/-/commit/ddae51bb41a08acf9c1bcdee5dc8ce92df04649c"
      },
      {
        "kind": "local_dossier",
        "label": "KI-Code-Radar",
        "url": "/tools/ki-code-radar/repository/opencode-8712/"
      }
    ],
    "slug": "repository-opencode-8712-04510a59",
    "sourceRefs": [
      {
        "dataset": "german-public-sector-ai-code-radar",
        "field": "opencode_project_id_and_commit",
        "fingerprint": "git:ddae51bb41a08acf9c1bcdee5dc8ce92df04649c",
        "sourceId": "opencode:8712",
        "url": "https://gitlab.opencode.de/landeshauptstadt-muenchen/f-13-rag/-/commit/ddae51bb41a08acf9c1bcdee5dc8ce92df04649c"
      }
    ],
    "type": "repository"
  },
  "fingerprint": "sha256:2a25f31f4ccf89c7251a4a9f915cf929a460da7fa172e840f4a5110b2994465e",
  "generatedAt": "2026-07-21T08:59:15.288Z",
  "neighbors": [
    {
      "attributes": {
        "advisoryCount": 0,
        "category": "model-runtime",
        "ecosystem": "pypi",
        "identity": "pypi:accelerate",
        "licenseExpressions": [
          "non-standard"
        ],
        "occurrenceCount": 5,
        "provider": null,
        "repositoryCount": 2
      },
      "edgeCount": 2,
      "id": "package:pypi:accelerate",
      "indexable": true,
      "label": "Accelerate",
      "links": [
        {
          "kind": "local_dossier",
          "label": "KI-Abhängigkeitsatlas",
          "url": "/tools/ki-abhaengigkeitsatlas/paket/accelerate-7fac5dd9/"
        }
      ],
      "slug": "package-pypi-accelerate-fbcd37d7",
      "sourceRefs": [
        {
          "dataset": "german-public-sector-ai-dependency-atlas",
          "field": "package_ecosystem_identity",
          "sourceId": "pypi:accelerate"
        }
      ],
      "type": "package"
    },
    {
      "attributes": {
        "advisoryCount": 0,
        "category": "machine-learning",
        "ecosystem": "pypi",
        "identity": "pypi:scikit-learn",
        "licenseExpressions": [
          "BSD-3-Clause",
          "non-standard"
        ],
        "occurrenceCount": 18,
        "provider": null,
        "repositoryCount": 13
      },
      "edgeCount": 13,
      "id": "package:pypi:scikit-learn",
      "indexable": true,
      "label": "scikit-learn",
      "links": [
        {
          "kind": "local_dossier",
          "label": "KI-Abhängigkeitsatlas",
          "url": "/tools/ki-abhaengigkeitsatlas/paket/scikit-learn-ab0941d9/"
        }
      ],
      "slug": "package-pypi-scikit-learn-95cff2e0",
      "sourceRefs": [
        {
          "dataset": "german-public-sector-ai-dependency-atlas",
          "field": "package_ecosystem_identity",
          "sourceId": "pypi:scikit-learn"
        }
      ],
      "type": "package"
    },
    {
      "attributes": {
        "advisoryCount": 0,
        "category": "tokenization",
        "ecosystem": "pypi",
        "identity": "pypi:tokenizers",
        "licenseExpressions": [
          "non-standard"
        ],
        "occurrenceCount": 12,
        "provider": null,
        "repositoryCount": 9
      },
      "edgeCount": 9,
      "id": "package:pypi:tokenizers",
      "indexable": true,
      "label": "Hugging Face Tokenizers",
      "links": [
        {
          "kind": "local_dossier",
          "label": "KI-Abhängigkeitsatlas",
          "url": "/tools/ki-abhaengigkeitsatlas/paket/tokenizers-7ba00902/"
        }
      ],
      "slug": "package-pypi-tokenizers-08cfda2b",
      "sourceRefs": [
        {
          "dataset": "german-public-sector-ai-dependency-atlas",
          "field": "package_ecosystem_identity",
          "sourceId": "pypi:tokenizers"
        }
      ],
      "type": "package"
    },
    {
      "attributes": {
        "advisoryCount": 25,
        "category": "model-runtime",
        "ecosystem": "pypi",
        "identity": "pypi:transformers",
        "licenseExpressions": [
          "Apache-2.0"
        ],
        "occurrenceCount": 11,
        "provider": {
          "id": "hugging-face",
          "label": "Hugging Face"
        },
        "repositoryCount": 8
      },
      "edgeCount": 8,
      "id": "package:pypi:transformers",
      "indexable": true,
      "label": "Transformers",
      "links": [
        {
          "kind": "local_dossier",
          "label": "KI-Abhängigkeitsatlas",
          "url": "/tools/ki-abhaengigkeitsatlas/paket/transformers-65289303/"
        }
      ],
      "slug": "package-pypi-transformers-d42f373c",
      "sourceRefs": [
        {
          "dataset": "german-public-sector-ai-dependency-atlas",
          "field": "package_ecosystem_identity",
          "sourceId": "pypi:transformers"
        }
      ],
      "type": "package"
    },
    {
      "attributes": {
        "advisoryCount": 0,
        "category": "model-api",
        "ecosystem": "pypi",
        "identity": "pypi:openai",
        "licenseExpressions": [
          "Apache-2.0"
        ],
        "occurrenceCount": 29,
        "provider": {
          "id": "openai",
          "label": "OpenAI"
        },
        "repositoryCount": 18
      },
      "edgeCount": 18,
      "id": "package:pypi:openai",
      "indexable": true,
      "label": "OpenAI SDK",
      "links": [
        {
          "kind": "local_dossier",
          "label": "KI-Abhängigkeitsatlas",
          "url": "/tools/ki-abhaengigkeitsatlas/paket/openai-0dd26ac5/"
        }
      ],
      "slug": "package-pypi-openai-ca63d754",
      "sourceRefs": [
        {
          "dataset": "german-public-sector-ai-dependency-atlas",
          "field": "package_ecosystem_identity",
          "sourceId": "pypi:openai"
        }
      ],
      "type": "package"
    },
    {
      "attributes": {
        "advisoryCount": 0,
        "category": "embeddings",
        "ecosystem": "pypi",
        "identity": "pypi:sentence-transformers",
        "licenseExpressions": [
          "Apache-2.0"
        ],
        "occurrenceCount": 7,
        "provider": {
          "id": "hugging-face",
          "label": "Hugging Face"
        },
        "repositoryCount": 4
      },
      "edgeCount": 4,
      "id": "package:pypi:sentence-transformers",
      "indexable": true,
      "label": "Sentence Transformers",
      "links": [
        {
          "kind": "local_dossier",
          "label": "KI-Abhängigkeitsatlas",
          "url": "/tools/ki-abhaengigkeitsatlas/paket/sentence-transformers-3f3d7a36/"
        }
      ],
      "slug": "package-pypi-sentence-transformers-821b8415",
      "sourceRefs": [
        {
          "dataset": "german-public-sector-ai-dependency-atlas",
          "field": "package_ecosystem_identity",
          "sourceId": "pypi:sentence-transformers"
        }
      ],
      "type": "package"
    },
    {
      "attributes": {
        "advisoryCount": 23,
        "category": "machine-learning",
        "ecosystem": "pypi",
        "identity": "pypi:torch",
        "licenseExpressions": [
          "BSD-3-Clause"
        ],
        "occurrenceCount": 15,
        "provider": null,
        "repositoryCount": 10
      },
      "edgeCount": 10,
      "id": "package:pypi:torch",
      "indexable": true,
      "label": "PyTorch",
      "links": [
        {
          "kind": "local_dossier",
          "label": "KI-Abhängigkeitsatlas",
          "url": "/tools/ki-abhaengigkeitsatlas/paket/torch-47a5352a/"
        }
      ],
      "slug": "package-pypi-torch-933de6da",
      "sourceRefs": [
        {
          "dataset": "german-public-sector-ai-dependency-atlas",
          "field": "package_ecosystem_identity",
          "sourceId": "pypi:torch"
        }
      ],
      "type": "package"
    }
  ],
  "schemaVersion": "ki-evidenznetz.entity.v1"
}
