[{"data":1,"prerenderedAt":125},["ShallowReactive",2],{"ki-code-radar-technologie-transformers-65289303":3},{"schemaVersion":4,"dataset":5,"generatedAt":6,"trackingSince":7,"source":8,"coverage":15,"methodology":23,"kind":39,"entity":40},"ki-code-radar\u002Fv1","german-public-sector-ai-code-radar","2026-07-19T07:21:04.623Z","2026-07-18T20:36:34.579Z",{"platform":9,"host":10,"catalogueUrl":11,"apiUrl":12,"guideUrl":13,"publicProjectCount":14},"openCode","gitlab.opencode.de","https:\u002F\u002Fgitlab.opencode.de\u002Fexplore\u002Fprojects","https:\u002F\u002Fgitlab.opencode.de\u002Fapi\u002Fv4","https:\u002F\u002Fguide.opencode.de\u002Fen\u002Fsoftwareverzeichnis\u002F",3317,{"discoveryCandidateCount":16,"scannedCandidateCount":16,"completeTreeCount":17,"incompleteTreeCount":18,"evidenceRepositoryCount":19,"complete":20,"candidateDiscovery":21,"evidenceThreshold":22},58,56,2,30,false,"exact_ai_terms_in_project_name_path_description_or_topics","exact_allowlisted_manifest_dependency_or_container_coordinate",{"projectIdentity":24,"snapshotIdentity":25,"fileIdentity":26,"descriptionKeywordsUsedForDiscovery":27,"descriptionKeywordsUsedForClassification":20,"fuzzyMatchingUsed":20,"generativeAiUsed":20,"deploymentInference":20,"observationBoundary":28,"parserVersion":29,"manifestAllowlist":30,"lockfilesCollected":20,"generatedOrVendorDirectoriesExcluded":27,"perRepositoryTreeEntryCeiling":38},"exact_opencode_gitlab_project_id","exact_default_branch_commit_sha","exact_git_blob_sha_and_path",true,"first_and_last_observation_are_collection_bounds_not_exact_upstream_change_times","3",[31,32,33,34,35,36,37],"publiccode.yml (root only; publisher metadata, not code evidence)","pyproject.toml","requirements.txt \u002F requirements-*.txt \u002F requirements.in","package.json","Dockerfile* \u002F Containerfile*","compose.yml \u002F compose.yaml \u002F docker-compose.yml \u002F docker-compose.yaml","Helm values.yml \u002F values.yaml beside Chart.yaml",2000,"technologie",{"id":41,"slug":42,"identity":41,"label":43,"category":44,"ecosystem":45,"evidenceCount":46,"versionedEvidenceCount":46,"evidenceKinds":47,"repositories":49,"evidence":67,"repositoryCount":124,"firstObservedAt":7,"lastObservedAt":6},"pypi:transformers","transformers-65289303","Transformers","model-runtime","python",6,[48],"manifest_dependency",[50,56,62],{"id":51,"slug":52,"name":53,"pathWithNamespace":54,"evidenceCount":55},"opencode:8712","opencode-8712","F13-RAG","landeshauptstadt-muenchen\u002Ff-13-rag",4,{"id":57,"slug":58,"name":59,"pathWithNamespace":60,"evidenceCount":61},"opencode:10787","opencode-10787","LLM Questionnaire Benchmarking Framework","uba-ki-lab\u002Fllm-questionnaire-benchmarking-framework",1,{"id":63,"slug":64,"name":65,"pathWithNamespace":66,"evidenceCount":61},"opencode:10775","opencode-10775","Ressource Efficient Computer Vision","uba-ki-lab\u002Fressource-efficient-computer-vision",[68,81,89,97,105,115],{"id":69,"stableKey":70,"kind":48,"identity":41,"label":43,"category":44,"ecosystem":45,"version":71,"filePath":72,"manifestType":73,"blobSha":74,"contentSha256":75,"line":76,"parserVersion":29,"ruleId":77,"direct":20,"scope":78,"sourceUrl":79,"commitSha":80,"firstObservedAt":7,"lastObservedAt":6,"repositoryId":51,"repositorySlug":52,"repositoryName":53,"pathWithNamespace":54},"evidence:07381307fc359b6d1812e049","8712|requirements-dev.txt|pypi:transformers|manifest_dependency|runtime|false","==4.57.3","requirements-dev.txt","python-requirements","76efb9a752987481ba23ef081e7e3a05d59ed513","47683d2771f14867aa16fbf838feff17562f5a9cd5a2c869197f7c03157e00c2",404,"pypi-transformers","runtime","https:\u002F\u002Fgitlab.opencode.de\u002Flandeshauptstadt-muenchen\u002Ff-13-rag\u002F-\u002Fblob\u002Fddae51bb41a08acf9c1bcdee5dc8ce92df04649c\u002Frequirements-dev.txt","ddae51bb41a08acf9c1bcdee5dc8ce92df04649c",{"id":82,"stableKey":83,"kind":48,"identity":41,"label":43,"category":44,"ecosystem":45,"version":71,"filePath":84,"manifestType":73,"blobSha":85,"contentSha256":86,"line":87,"parserVersion":29,"ruleId":77,"direct":20,"scope":78,"sourceUrl":88,"commitSha":80,"firstObservedAt":7,"lastObservedAt":6,"repositoryId":51,"repositorySlug":52,"repositoryName":53,"pathWithNamespace":54},"evidence:ab8e025c157be81bc36efa58","8712|requirements-gpu.txt|pypi:transformers|manifest_dependency|runtime|false","requirements-gpu.txt","8c2dfe24b230ff6ad5cc0779e7e45ce51a1e20a1","56222129efe289f231f888710b76b37411a3c19aeaba84fd0e247219d9040f10",306,"https:\u002F\u002Fgitlab.opencode.de\u002Flandeshauptstadt-muenchen\u002Ff-13-rag\u002F-\u002Fblob\u002Fddae51bb41a08acf9c1bcdee5dc8ce92df04649c\u002Frequirements-gpu.txt",{"id":90,"stableKey":91,"kind":48,"identity":41,"label":43,"category":44,"ecosystem":45,"version":71,"filePath":92,"manifestType":73,"blobSha":93,"contentSha256":94,"line":95,"parserVersion":29,"ruleId":77,"direct":20,"scope":78,"sourceUrl":96,"commitSha":80,"firstObservedAt":7,"lastObservedAt":6,"repositoryId":51,"repositorySlug":52,"repositoryName":53,"pathWithNamespace":54},"evidence:7cd3919e331bdd6dc56a3b42","8712|requirements-testing.txt|pypi:transformers|manifest_dependency|runtime|false","requirements-testing.txt","a62dcf771b99cedee4157c93a2e50d10f678e585","600522c4a5a263361238041e10400a34d09d6fab77fa971f8b346ab3b4d19c2e",361,"https:\u002F\u002Fgitlab.opencode.de\u002Flandeshauptstadt-muenchen\u002Ff-13-rag\u002F-\u002Fblob\u002Fddae51bb41a08acf9c1bcdee5dc8ce92df04649c\u002Frequirements-testing.txt",{"id":98,"stableKey":99,"kind":48,"identity":41,"label":43,"category":44,"ecosystem":45,"version":71,"filePath":100,"manifestType":73,"blobSha":101,"contentSha256":102,"line":103,"parserVersion":29,"ruleId":77,"direct":20,"scope":78,"sourceUrl":104,"commitSha":80,"firstObservedAt":7,"lastObservedAt":6,"repositoryId":51,"repositorySlug":52,"repositoryName":53,"pathWithNamespace":54},"evidence:448b280f19fc03e8b2fe1e14","8712|requirements.txt|pypi:transformers|manifest_dependency|runtime|false","requirements.txt","da215299c628b804b28789cb8267236418948d82","fc7c3a6eefd2191b8c59d283455ea484944a7cc341db011ecbfa700256ac2a76",271,"https:\u002F\u002Fgitlab.opencode.de\u002Flandeshauptstadt-muenchen\u002Ff-13-rag\u002F-\u002Fblob\u002Fddae51bb41a08acf9c1bcdee5dc8ce92df04649c\u002Frequirements.txt",{"id":106,"stableKey":107,"kind":48,"identity":41,"label":43,"category":44,"ecosystem":45,"version":108,"filePath":32,"manifestType":109,"blobSha":110,"contentSha256":111,"line":112,"parserVersion":29,"ruleId":77,"direct":27,"scope":78,"sourceUrl":113,"commitSha":114,"firstObservedAt":7,"lastObservedAt":6,"repositoryId":57,"repositorySlug":58,"repositoryName":59,"pathWithNamespace":60},"evidence:fe8ebf52b95b3e4f8bdec4d0","10787|pyproject.toml|pypi:transformers|manifest_dependency|runtime|true",">=4.50.0","python-pyproject","b572fa1673edfbeedf253891206261b96e2610a9","cb36cd28f9150ce5d633db39bb39a7bbbc368820d766d7e7c62eb37870492698",24,"https:\u002F\u002Fgitlab.opencode.de\u002Fuba-ki-lab\u002Fllm-questionnaire-benchmarking-framework\u002F-\u002Fblob\u002F4e12ee9f3b0b6fdc77fe21cb89e6cfac17dc6ebd\u002Fpyproject.toml","4e12ee9f3b0b6fdc77fe21cb89e6cfac17dc6ebd",{"id":116,"stableKey":117,"kind":48,"identity":41,"label":43,"category":44,"ecosystem":45,"version":118,"filePath":32,"manifestType":109,"blobSha":119,"contentSha256":120,"line":121,"parserVersion":29,"ruleId":77,"direct":27,"scope":78,"sourceUrl":122,"commitSha":123,"firstObservedAt":7,"lastObservedAt":6,"repositoryId":63,"repositorySlug":64,"repositoryName":65,"pathWithNamespace":66},"evidence:00a2f5f116eab32b59be7993","10775|pyproject.toml|pypi:transformers|manifest_dependency|runtime|true",">=4.54.0","d0cfb5226b0a23dc8e2f95f26b3acccdf2c3e09f","3eb65c32ca02be3e2947430dedddbe6e03a03866645a5950db5faf07a5357c39",29,"https:\u002F\u002Fgitlab.opencode.de\u002Fuba-ki-lab\u002Fressource-efficient-computer-vision\u002F-\u002Fblob\u002F9aa07461b879a6161b7e901ea4c2a382b8f1b4ae\u002Fpyproject.toml","9aa07461b879a6161b7e901ea4c2a382b8f1b4ae",3,1784445979502]