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vernetzte-stadt-gelsenkirchen/urban.ki/urban-ki-urbanshieldai

opencode:14323

This dossier keeps one entity, its published attributes, every direct edge and the supporting source snapshots under a stable URL.

Entity type · RepositoryPublic dossier · indexable12 Nov 2026, 10:00

Identity extends only as far as the published stable identifier or explicit mapping. Similar names are not merged. Missing links mean not observed in the bounded sources—not absent in reality.

identity ≠ name similarity · edge ≠ causality
11direct evidenced connections
11exact-identifier edges
12referenced source snapshots
5published attributes
ONE-HOP EVIDENCE

Every direct connection and its proof

The relation label and evidence class describe the entire claim. Open the source record before drawing a broader conclusion.

Exact identifieredge:00d2d35e37432be9b1e48912
Relationshipdeclares a dependency
Software packageLangGraph
Package identity in the repository commit manifest

No additional excerpt published.

Open source ↗
german-public-sector-ai-dependency-atlas · opencode:14323@3f072814825c364cd1a46f0ad6a5743f6541f325:pypi:langgraph
Open related dossier ↗
Exact identifieredge:2ee75a9c5614857bf29a5ae6
Relationshipdeclares a dependency
Software packageLangChain · Chroma
Package identity in the repository commit manifest

No additional excerpt published.

Open source ↗
german-public-sector-ai-dependency-atlas · opencode:14323@3f072814825c364cd1a46f0ad6a5743f6541f325:pypi:langchain-chroma
Open related dossier ↗
Exact identifieredge:3f8e4d22da4cc48de1d23719
Relationshipdeclares a dependency
Software packageLangChain Core
Package identity in the repository commit manifest

No additional excerpt published.

Open source ↗
german-public-sector-ai-dependency-atlas · opencode:14323@3f072814825c364cd1a46f0ad6a5743f6541f325:pypi:langchain-core
Open related dossier ↗
Exact identifieredge:6d6e0e5de20a94f4b2f340cd
Relationshipdeclares a dependency
Software packageTransformers
Package identity in the repository commit manifest

No additional excerpt published.

Open source ↗
german-public-sector-ai-dependency-atlas · opencode:14323@3f072814825c364cd1a46f0ad6a5743f6541f325:pypi:transformers
Open related dossier ↗
Exact identifieredge:7c9ffd3aec69b93e2f1cd9db
Relationshipdeclares a dependency
Software packagePyTorch
Package identity in the repository commit manifest

No additional excerpt published.

Open source ↗
german-public-sector-ai-dependency-atlas · opencode:14323@3f072814825c364cd1a46f0ad6a5743f6541f325:pypi:torch
Open related dossier ↗
Exact identifieredge:8600bb26cd036c14d377b640
Relationshipdeclares a dependency
Software packageSentence Transformers
Package identity in the repository commit manifest

No additional excerpt published.

Open source ↗
german-public-sector-ai-dependency-atlas · opencode:14323@3f072814825c364cd1a46f0ad6a5743f6541f325:pypi:sentence-transformers
Open related dossier ↗
Exact identifieredge:a4ac5a5c1e6861091767282a
Relationshipdeclares a dependency
Software packageOllama SDK
Package identity in the repository commit manifest

No additional excerpt published.

Open source ↗
german-public-sector-ai-dependency-atlas · opencode:14323@3f072814825c364cd1a46f0ad6a5743f6541f325:pypi:ollama
Open related dossier ↗
Exact identifieredge:a5453a3874eb85c640ef6ca0
Relationshipdeclares a dependency
Software packageHugging Face Tokenizers
Package identity in the repository commit manifest

No additional excerpt published.

Open source ↗
german-public-sector-ai-dependency-atlas · opencode:14323@3f072814825c364cd1a46f0ad6a5743f6541f325:pypi:tokenizers
Open related dossier ↗
Exact identifieredge:de69612534ba26fc63bb554d
Relationshipdeclares a dependency
Software packagescikit-learn
Package identity in the repository commit manifest

No additional excerpt published.

Open source ↗
german-public-sector-ai-dependency-atlas · opencode:14323@3f072814825c364cd1a46f0ad6a5743f6541f325:pypi:scikit-learn
Open related dossier ↗
Exact identifieredge:fe6d4ed21c873a0b278dca26
Relationshipdeclares a dependency
Software packageLangChain · Ollama
Package identity in the repository commit manifest

No additional excerpt published.

Open source ↗
german-public-sector-ai-dependency-atlas · opencode:14323@3f072814825c364cd1a46f0ad6a5743f6541f325:pypi:langchain-ollama
Open related dossier ↗
Exact identifieredge:ff6405f9d885cdc1d481dd2b
Relationshipdeclares a dependency
Software packageChroma
Package identity in the repository commit manifest

No additional excerpt published.

Open source ↗
german-public-sector-ai-dependency-atlas · opencode:14323@3f072814825c364cd1a46f0ad6a5743f6541f325:pypi:chromadb
Open related dossier ↗
PUBLISHED ATTRIBUTES

Fields retained with this identity

Attributes are descriptive source fields. They do not create cross-dataset identity unless an edge states that join explicitly.

Ai Package Count
11
Commit Sha
3f072814825c364cd1a46f0ad6a5743f6541f325
Last Activity At
2026-11-11T20:44:44.207Z
Path With Namespace
vernetzte-stadt-gelsenkirchen/urban.ki/urban-ki-urbanshieldai
Tree Complete
true
PROVENANCE

Inspect the source snapshots

A source snapshot describes what was available at collection time. Corrections and later publications can change future observations.

02
german-public-sector-ai-dependency-atlasopencode:14323@3f072814825c364cd1a46f0ad6a5743f6541f325:pypi:langgraph · repository_commit_manifest_package_identity
↗Open original source
03
german-public-sector-ai-dependency-atlasopencode:14323@3f072814825c364cd1a46f0ad6a5743f6541f325:pypi:langchain-chroma · repository_commit_manifest_package_identity
↗Open original source
04
german-public-sector-ai-dependency-atlasopencode:14323@3f072814825c364cd1a46f0ad6a5743f6541f325:pypi:langchain-core · repository_commit_manifest_package_identity
↗Open original source
05
german-public-sector-ai-dependency-atlasopencode:14323@3f072814825c364cd1a46f0ad6a5743f6541f325:pypi:transformers · repository_commit_manifest_package_identity
↗Open original source
06
german-public-sector-ai-dependency-atlasopencode:14323@3f072814825c364cd1a46f0ad6a5743f6541f325:pypi:torch · repository_commit_manifest_package_identity
↗Open original source
07
german-public-sector-ai-dependency-atlasopencode:14323@3f072814825c364cd1a46f0ad6a5743f6541f325:pypi:sentence-transformers · repository_commit_manifest_package_identity
↗Open original source
08
german-public-sector-ai-dependency-atlasopencode:14323@3f072814825c364cd1a46f0ad6a5743f6541f325:pypi:ollama · repository_commit_manifest_package_identity
↗Open original source
09
german-public-sector-ai-dependency-atlasopencode:14323@3f072814825c364cd1a46f0ad6a5743f6541f325:pypi:tokenizers · repository_commit_manifest_package_identity
↗Open original source
10
german-public-sector-ai-dependency-atlasopencode:14323@3f072814825c364cd1a46f0ad6a5743f6541f325:pypi:scikit-learn · repository_commit_manifest_package_identity
↗Open original source
11
german-public-sector-ai-dependency-atlasopencode:14323@3f072814825c364cd1a46f0ad6a5743f6541f325:pypi:langchain-ollama · repository_commit_manifest_package_identity
↗Open original source
12
german-public-sector-ai-dependency-atlasopencode:14323@3f072814825c364cd1a46f0ad6a5743f6541f325:pypi:chromadb · repository_commit_manifest_package_identity
↗Open original source

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