{"schemaVersion":"ki-abhaengigkeitsatlas/v1","dataset":"german-public-sector-ai-dependency-atlas","parserVersion":"1","generatedAt":"2026-07-20T14:37:29.537Z","trackingSince":"2026-07-18T21:20:30.334Z","source":{"codeRadar":{"dataset":"german-public-sector-ai-code-radar","generatedAt":"2026-07-20T14:36:19.763Z","parserVersion":"3","url":"https://i6eal.de/tools/ki-code-radar/"},"openCode":{"label":"openCode GitLab","url":"https://gitlab.opencode.de/"},"depsDev":{"label":"deps.dev API v3","url":"https://docs.deps.dev/api/v3/"},"osv":{"label":"OSV API","url":"https://google.github.io/osv.dev/api/"},"spdx":{"label":"SPDX License List","url":"https://spdx.org/licenses/","version":"3.28.0","releaseDate":"2026-02-20T00:00:00Z"}},"coverage":{"repositoryCount":30,"completeTreeCount":29,"incompleteTreeCount":1,"lockfileRepositoryCount":17,"sbomRepositoryCount":4,"artifactRepositoryCount":20,"resolvedRepositoryCount":29,"resolvedArtifactRepositoryCount":20,"dependencyFileCount":33,"parsedFileCount":32,"parseErrorCount":1,"unsupportedFileCount":0,"evaluatedVersionCount":4205,"metadataResolvedCount":4191,"metadataNotFoundCount":14,"osvEvaluatedVersionCount":4205,"codeRadarRepositoryCount":30},"methodology":{"componentParserSchemaVersion":"ki-dependency-atlas-components/v1","candidateBoundary":"repositories_with_exact_ai_code_evidence","resolvedVersionBoundary":"exact_lockfile_or_sbom_component_or_exact_double_equals_manifest_pin","manifestRangesResolved":false,"latestVersionSubstitution":false,"containerTagsVulnerabilityChecked":false,"osvClaim":"osv_matched_observed_resolved_package_version_at_collection_time","depsDevLicenseSemantics":"spdx_expressions_as_reported_without_inferred_compatibility","providerSemantics":"package_interface_presence_not_api_configuration_procurement_or_use","generativeAiUsed":false,"scoreUsed":false,"treeEntryCeiling":2500,"fileByteCeiling":5242880,"uniqueVersionCeiling":5000,"observedFormats":["package-lock.json / npm-shrinkwrap.json","uv.lock","poetry.lock","Pipfile.lock","CycloneDX JSON","SPDX JSON or YAML","exact == manifest pins"]},"summary":{"repositoryCount":30,"packageCount":2831,"aiPackageCount":41,"resolvedComponentCount":7181,"resolvedVersionCount":4205,"providerExposureRepositoryCount":7,"licenseExpressionCount":57,"knownLicensePackageCount":2796,"unknownLicensePackageCount":35,"advisoryCount":572,"matchedAdvisoryRepositoryCount":25,"topPackage":{"id":"package:pypi:openai","slug":"openai-0dd26ac5","label":"OpenAI SDK","repositoryCount":18,"repositoryShare":0.6}},"kind":"paket","entity":{"id":"package:pypi:tokenizers","slug":"tokenizers-7ba00902","identity":"pypi:tokenizers","ecosystem":"pypi","name":"tokenizers","label":"Hugging Face Tokenizers","category":"tokenization","aiRelevant":true,"provider":null,"repositoryCount":9,"occurrenceCount":12,"directRepositoryCount":0,"versionCount":6,"licenseExpressions":["non-standard"],"advisoryIds":[],"advisoryCount":0,"verifiedAttestation":false,"repositories":[{"id":"opencode:8712","slug":"opencode-8712","name":"F13-RAG","pathWithNamespace":"landeshauptstadt-muenchen/f-13-rag","versions":["0.22.1"],"evidenceCount":4},{"id":"opencode:7781","slug":"opencode-7781","name":"kiva-llm-gateway","pathWithNamespace":"baden-wuerttemberg/innenministerium/kiva.platform/kiva-llm-gateway","versions":["0.21.0"],"evidenceCount":1},{"id":"opencode:7674","slug":"opencode-7674","name":"Coding Agent Usage Simulation","pathWithNamespace":"uba-ki-lab/coding-agent-usage-simulation","versions":["0.22.1"],"evidenceCount":1},{"id":"opencode:5530","slug":"opencode-5530","name":"GSA Extraction","pathWithNamespace":"uba-ki-lab/gsa-extraction","versions":["0.21.2"],"evidenceCount":1},{"id":"opencode:10787","slug":"opencode-10787","name":"LLM Questionnaire Benchmarking Framework","pathWithNamespace":"uba-ki-lab/llm-questionnaire-benchmarking-framework","versions":["0.22.0"],"evidenceCount":1},{"id":"opencode:5012","slug":"opencode-5012","name":"LLM Testframework","pathWithNamespace":"uba-ki-lab/llm-testframework","versions":["0.21.1"],"evidenceCount":1},{"id":"opencode:4112","slug":"opencode-4112","name":"Objection management","pathWithNamespace":"uba-ki-lab/objection-management","versions":["0.21.0"],"evidenceCount":1},{"id":"opencode:10775","slug":"opencode-10775","name":"Ressource Efficient Computer Vision","pathWithNamespace":"uba-ki-lab/ressource-efficient-computer-vision","versions":["0.22.2"],"evidenceCount":1},{"id":"opencode:7811","slug":"opencode-7811","name":"Retrieval Evaluation","pathWithNamespace":"uba-ki-lab/retrieval-evaluation","versions":["0.22.1"],"evidenceCount":1}],"versions":[{"version":"0.21.0","repositoryCount":2,"occurrenceCount":2,"ageDays":600,"advisoryIds":[],"metadata":{"state":"resolved","checkedAt":"2026-07-20T03:19:50.101Z","publishedAt":"2024-11-27T13:11:03Z","deprecated":false,"deprecatedReason":null,"licenses":["non-standard"],"advisoryIds":[],"links":[{"label":"SOURCE_REPO","url":"https://github.com/huggingface/tokenizers"},{"label":"HOMEPAGE","url":"https://github.com/huggingface/tokenizers"}],"relatedProjects":[{"id":"github.com/huggingface/tokenizers","relationType":"SOURCE_REPO","relationProvenance":"UNVERIFIED_METADATA"}],"attestations":[],"verifiedAttestation":false,"projectStatus":"active"}},{"version":"0.21.1","repositoryCount":1,"occurrenceCount":1,"ageDays":494,"advisoryIds":[],"metadata":{"state":"resolved","checkedAt":"2026-07-20T03:19:50.101Z","publishedAt":"2025-03-13T10:51:06Z","deprecated":false,"deprecatedReason":null,"licenses":["non-standard"],"advisoryIds":[],"links":[{"label":"HOMEPAGE","url":"https://github.com/huggingface/tokenizers"},{"label":"SOURCE_REPO","url":"https://github.com/huggingface/tokenizers"}],"relatedProjects":[{"id":"github.com/huggingface/tokenizers","relationType":"SOURCE_REPO","relationProvenance":"UNVERIFIED_METADATA"}],"attestations":[],"verifiedAttestation":false,"projectStatus":"active"}},{"version":"0.21.2","repositoryCount":1,"occurrenceCount":1,"ageDays":391,"advisoryIds":[],"metadata":{"state":"resolved","checkedAt":"2026-07-20T03:19:50.101Z","publishedAt":"2025-06-24T10:24:40Z","deprecated":false,"deprecatedReason":null,"licenses":["non-standard"],"advisoryIds":[],"links":[{"label":"HOMEPAGE","url":"https://github.com/huggingface/tokenizers"},{"label":"SOURCE_REPO","url":"https://github.com/huggingface/tokenizers"}],"relatedProjects":[{"id":"github.com/huggingface/tokenizers","relationType":"SOURCE_REPO","relationProvenance":"UNVERIFIED_METADATA"}],"attestations":[],"verifiedAttestation":false,"projectStatus":"active"}},{"version":"0.22.0","repositoryCount":1,"occurrenceCount":1,"ageDays":325,"advisoryIds":[],"metadata":{"state":"resolved","checkedAt":"2026-07-20T03:19:50.101Z","publishedAt":"2025-08-29T10:25:22Z","deprecated":false,"deprecatedReason":null,"licenses":["non-standard"],"advisoryIds":[],"links":[{"label":"HOMEPAGE","url":"https://github.com/huggingface/tokenizers"},{"label":"SOURCE_REPO","url":"https://github.com/huggingface/tokenizers"}],"relatedProjects":[{"id":"github.com/huggingface/tokenizers","relationType":"SOURCE_REPO","relationProvenance":"UNVERIFIED_METADATA"}],"attestations":[],"verifiedAttestation":false,"projectStatus":"active"}},{"version":"0.22.1","repositoryCount":3,"occurrenceCount":6,"ageDays":304,"advisoryIds":[],"metadata":{"state":"resolved","checkedAt":"2026-07-20T03:19:50.101Z","publishedAt":"2025-09-19T09:49:07Z","deprecated":false,"deprecatedReason":null,"licenses":["non-standard"],"advisoryIds":[],"links":[{"label":"SOURCE_REPO","url":"https://github.com/huggingface/tokenizers"},{"label":"HOMEPAGE","url":"https://github.com/huggingface/tokenizers"}],"relatedProjects":[{"id":"github.com/huggingface/tokenizers","relationType":"SOURCE_REPO","relationProvenance":"UNVERIFIED_METADATA"}],"attestations":[],"verifiedAttestation":false,"projectStatus":"active"}},{"version":"0.22.2","repositoryCount":1,"occurrenceCount":1,"ageDays":196,"advisoryIds":[],"metadata":{"state":"resolved","checkedAt":"2026-07-20T03:19:50.101Z","publishedAt":"2026-01-05T10:40:58Z","deprecated":false,"deprecatedReason":null,"licenses":["non-standard"],"advisoryIds":[],"links":[{"label":"HOMEPAGE","url":"https://github.com/huggingface/tokenizers"},{"label":"SOURCE_REPO","url":"https://github.com/huggingface/tokenizers"}],"relatedProjects":[{"id":"github.com/huggingface/tokenizers","relationType":"SOURCE_REPO","relationProvenance":"UNVERIFIED_METADATA"}],"attestations":[],"verifiedAttestation":false,"projectStatus":"active"}}]},"evidence":{"occurrences":[{"id":"component:944e361b94ea8fc0f73ce2a2","repositoryId":"opencode:7674","repositorySlug":"opencode-7674","repositoryName":"Coding Agent Usage Simulation","repositoryPathWithNamespace":"uba-ki-lab/coding-agent-usage-simulation","ecosystem":"pypi","name":"tokenizers","identity":"pypi:tokenizers","version":"0.22.1","versionKey":"pypi:tokenizers@0.22.1","direct":null,"development":null,"sourceKind":"uv-lock","filePath":"uv.lock","blobSha":"1b1464cf01496db34285bf91f7841aed50559816","sourceUrl":"https://gitlab.opencode.de/uba-ki-lab/coding-agent-usage-simulation/-/blob/fe8ab81af4926a34c6cf1f3a807ffeda2b398f32/uv.lock","commitSha":"fe8ab81af4926a34c6cf1f3a807ffeda2b398f32"},{"id":"component:88730e87e607ed03d467736b","repositoryId":"opencode:8712","repositorySlug":"opencode-8712","repositoryName":"F13-RAG","repositoryPathWithNamespace":"landeshauptstadt-muenchen/f-13-rag","ecosystem":"pypi","name":"tokenizers","identity":"pypi:tokenizers","version":"0.22.1","versionKey":"pypi:tokenizers@0.22.1","direct":false,"development":false,"sourceKind":"exact-manifest-pin","filePath":"requirements-dev.txt","blobSha":"76efb9a752987481ba23ef081e7e3a05d59ed513","sourceUrl":"https://gitlab.opencode.de/landeshauptstadt-muenchen/f-13-rag/-/blob/ddae51bb41a08acf9c1bcdee5dc8ce92df04649c/requirements-dev.txt","commitSha":"ddae51bb41a08acf9c1bcdee5dc8ce92df04649c"},{"id":"component:b0b2365f3974b041acebdc40","repositoryId":"opencode:8712","repositorySlug":"opencode-8712","repositoryName":"F13-RAG","repositoryPathWithNamespace":"landeshauptstadt-muenchen/f-13-rag","ecosystem":"pypi","name":"tokenizers","identity":"pypi:tokenizers","version":"0.22.1","versionKey":"pypi:tokenizers@0.22.1","direct":false,"development":false,"sourceKind":"exact-manifest-pin","filePath":"requirements-gpu.txt","blobSha":"8c2dfe24b230ff6ad5cc0779e7e45ce51a1e20a1","sourceUrl":"https://gitlab.opencode.de/landeshauptstadt-muenchen/f-13-rag/-/blob/ddae51bb41a08acf9c1bcdee5dc8ce92df04649c/requirements-gpu.txt","commitSha":"ddae51bb41a08acf9c1bcdee5dc8ce92df04649c"},{"id":"component:5eec795cd33a4a851e9a8904","repositoryId":"opencode:8712","repositorySlug":"opencode-8712","repositoryName":"F13-RAG","repositoryPathWithNamespace":"landeshauptstadt-muenchen/f-13-rag","ecosystem":"pypi","name":"tokenizers","identity":"pypi:tokenizers","version":"0.22.1","versionKey":"pypi:tokenizers@0.22.1","direct":false,"development":false,"sourceKind":"exact-manifest-pin","filePath":"requirements-testing.txt","blobSha":"a62dcf771b99cedee4157c93a2e50d10f678e585","sourceUrl":"https://gitlab.opencode.de/landeshauptstadt-muenchen/f-13-rag/-/blob/ddae51bb41a08acf9c1bcdee5dc8ce92df04649c/requirements-testing.txt","commitSha":"ddae51bb41a08acf9c1bcdee5dc8ce92df04649c"},{"id":"component:1443b64a94542cd3d9383221","repositoryId":"opencode:8712","repositorySlug":"opencode-8712","repositoryName":"F13-RAG","repositoryPathWithNamespace":"landeshauptstadt-muenchen/f-13-rag","ecosystem":"pypi","name":"tokenizers","identity":"pypi:tokenizers","version":"0.22.1","versionKey":"pypi:tokenizers@0.22.1","direct":false,"development":false,"sourceKind":"exact-manifest-pin","filePath":"requirements.txt","blobSha":"da215299c628b804b28789cb8267236418948d82","sourceUrl":"https://gitlab.opencode.de/landeshauptstadt-muenchen/f-13-rag/-/blob/ddae51bb41a08acf9c1bcdee5dc8ce92df04649c/requirements.txt","commitSha":"ddae51bb41a08acf9c1bcdee5dc8ce92df04649c"},{"id":"component:9f4a30160c122c885f3a8b6b","repositoryId":"opencode:5530","repositorySlug":"opencode-5530","repositoryName":"GSA Extraction","repositoryPathWithNamespace":"uba-ki-lab/gsa-extraction","ecosystem":"pypi","name":"tokenizers","identity":"pypi:tokenizers","version":"0.21.2","versionKey":"pypi:tokenizers@0.21.2","direct":null,"development":null,"sourceKind":"uv-lock","filePath":"uv.lock","blobSha":"fbb23733e647554b5678500b3f17f13bac7f77f5","sourceUrl":"https://gitlab.opencode.de/uba-ki-lab/gsa-extraction/-/blob/f5161e79d3f8c53877f9b1b0d72e1c10bff775ba/uv.lock","commitSha":"f5161e79d3f8c53877f9b1b0d72e1c10bff775ba"},{"id":"component:e39fdb10a40a79cc3b68e3d2","repositoryId":"opencode:7781","repositorySlug":"opencode-7781","repositoryName":"kiva-llm-gateway","repositoryPathWithNamespace":"baden-wuerttemberg/innenministerium/kiva.platform/kiva-llm-gateway","ecosystem":"pypi","name":"tokenizers","identity":"pypi:tokenizers","version":"0.21.0","versionKey":"pypi:tokenizers@0.21.0","direct":null,"development":false,"sourceKind":"poetry-lock","filePath":"poetry.lock","blobSha":"48f984e4d97ce607df0ee30b09a8e1e4c935e9db","sourceUrl":"https://gitlab.opencode.de/baden-wuerttemberg/innenministerium/kiva.platform/kiva-llm-gateway/-/blob/4a5cd798be9b97cc1bff7b30d930eafda774e380/poetry.lock","commitSha":"4a5cd798be9b97cc1bff7b30d930eafda774e380"},{"id":"component:06979c8a8f36632dbb86ef33","repositoryId":"opencode:10787","repositorySlug":"opencode-10787","repositoryName":"LLM Questionnaire Benchmarking Framework","repositoryPathWithNamespace":"uba-ki-lab/llm-questionnaire-benchmarking-framework","ecosystem":"pypi","name":"tokenizers","identity":"pypi:tokenizers","version":"0.22.0","versionKey":"pypi:tokenizers@0.22.0","direct":null,"development":null,"sourceKind":"uv-lock","filePath":"uv.lock","blobSha":"1b55661fee93d4733461df8e9c2b491b9205aac2","sourceUrl":"https://gitlab.opencode.de/uba-ki-lab/llm-questionnaire-benchmarking-framework/-/blob/4e12ee9f3b0b6fdc77fe21cb89e6cfac17dc6ebd/uv.lock","commitSha":"4e12ee9f3b0b6fdc77fe21cb89e6cfac17dc6ebd"},{"id":"component:073196c0c419ebb22681d47b","repositoryId":"opencode:5012","repositorySlug":"opencode-5012","repositoryName":"LLM Testframework","repositoryPathWithNamespace":"uba-ki-lab/llm-testframework","ecosystem":"pypi","name":"tokenizers","identity":"pypi:tokenizers","version":"0.21.1","versionKey":"pypi:tokenizers@0.21.1","direct":null,"development":null,"sourceKind":"uv-lock","filePath":"uv.lock","blobSha":"b4c29eab16a40db016821e4ea567956048a046ea","sourceUrl":"https://gitlab.opencode.de/uba-ki-lab/llm-testframework/-/blob/e8d6e99a1fa63b264e727acb553ed9b1499789b1/uv.lock","commitSha":"e8d6e99a1fa63b264e727acb553ed9b1499789b1"},{"id":"component:c6b99db89d1a71d92a5c6384","repositoryId":"opencode:4112","repositorySlug":"opencode-4112","repositoryName":"Objection management","repositoryPathWithNamespace":"uba-ki-lab/objection-management","ecosystem":"pypi","name":"tokenizers","identity":"pypi:tokenizers","version":"0.21.0","versionKey":"pypi:tokenizers@0.21.0","direct":null,"development":null,"sourceKind":"uv-lock","filePath":"uv.lock","blobSha":"8515db65670904208e99397a2d7878af759c74f3","sourceUrl":"https://gitlab.opencode.de/uba-ki-lab/objection-management/-/blob/5c1425bf9990cf12c5ae8ada47d249710703af18/uv.lock","commitSha":"5c1425bf9990cf12c5ae8ada47d249710703af18"},{"id":"component:b5463cd38f1f68bf1b9be0ba","repositoryId":"opencode:10775","repositorySlug":"opencode-10775","repositoryName":"Ressource Efficient Computer Vision","repositoryPathWithNamespace":"uba-ki-lab/ressource-efficient-computer-vision","ecosystem":"pypi","name":"tokenizers","identity":"pypi:tokenizers","version":"0.22.2","versionKey":"pypi:tokenizers@0.22.2","direct":null,"development":null,"sourceKind":"uv-lock","filePath":"uv.lock","blobSha":"047f47304acd18a48770c101f5a8383cd19bb134","sourceUrl":"https://gitlab.opencode.de/uba-ki-lab/ressource-efficient-computer-vision/-/blob/9aa07461b879a6161b7e901ea4c2a382b8f1b4ae/uv.lock","commitSha":"9aa07461b879a6161b7e901ea4c2a382b8f1b4ae"},{"id":"component:7e6f3f80490154db540673df","repositoryId":"opencode:7811","repositorySlug":"opencode-7811","repositoryName":"Retrieval Evaluation","repositoryPathWithNamespace":"uba-ki-lab/retrieval-evaluation","ecosystem":"pypi","name":"tokenizers","identity":"pypi:tokenizers","version":"0.22.1","versionKey":"pypi:tokenizers@0.22.1","direct":null,"development":null,"sourceKind":"uv-lock","filePath":"uv.lock","blobSha":"20c0181bf785c3e980512ba2de16e0fe3f207bad","sourceUrl":"https://gitlab.opencode.de/uba-ki-lab/retrieval-evaluation/-/blob/f64bf528432908908d92b8263d6933301033bb7f/uv.lock","commitSha":"f64bf528432908908d92b8263d6933301033bb7f"}],"occurrenceCount":12},"related":{"repositories":[{"id":"opencode:8712","slug":"opencode-8712","name":"F13-RAG","pathWithNamespace":"landeshauptstadt-muenchen/f-13-rag","versions":["0.22.1"],"evidenceCount":4},{"id":"opencode:7781","slug":"opencode-7781","name":"kiva-llm-gateway","pathWithNamespace":"baden-wuerttemberg/innenministerium/kiva.platform/kiva-llm-gateway","versions":["0.21.0"],"evidenceCount":1},{"id":"opencode:7674","slug":"opencode-7674","name":"Coding Agent Usage Simulation","pathWithNamespace":"uba-ki-lab/coding-agent-usage-simulation","versions":["0.22.1"],"evidenceCount":1},{"id":"opencode:5530","slug":"opencode-5530","name":"GSA Extraction","pathWithNamespace":"uba-ki-lab/gsa-extraction","versions":["0.21.2"],"evidenceCount":1},{"id":"opencode:10787","slug":"opencode-10787","name":"LLM Questionnaire Benchmarking Framework","pathWithNamespace":"uba-ki-lab/llm-questionnaire-benchmarking-framework","versions":["0.22.0"],"evidenceCount":1},{"id":"opencode:5012","slug":"opencode-5012","name":"LLM Testframework","pathWithNamespace":"uba-ki-lab/llm-testframework","versions":["0.21.1"],"evidenceCount":1},{"id":"opencode:4112","slug":"opencode-4112","name":"Objection management","pathWithNamespace":"uba-ki-lab/objection-management","versions":["0.21.0"],"evidenceCount":1},{"id":"opencode:10775","slug":"opencode-10775","name":"Ressource Efficient Computer Vision","pathWithNamespace":"uba-ki-lab/ressource-efficient-computer-vision","versions":["0.22.2"],"evidenceCount":1},{"id":"opencode:7811","slug":"opencode-7811","name":"Retrieval Evaluation","pathWithNamespace":"uba-ki-lab/retrieval-evaluation","versions":["0.22.1"],"evidenceCount":1}],"vulnerabilities":[]}}