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landeshauptstadt-muenchen/mucgpt

opencode:7202

MUCGPT ist ein KI-Werkzeug zur Arbeit mit großen Sprachmodellen und bietet u.a. personalisierbare Assistenten und Tools an. Dies ist ein Readonly-Mirror, die Entwicklung findet auf GitHub statt: https://github.com/it-at-m/mucgpt

Entity type · RepositoryPublic dossier · indexable21 Jul 2026, 10:59

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

10direct evidenced connections

10exact-identifier edges

11referenced 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:241d268ffdf8dda92487c73e

Relationshipdeclares_dependency

Software packageLangChain Community

repository_commit_manifest_package_identity

No additional excerpt published.

Open source ↗

Exact identifieredge:4fcc135915222edc37cf08f7

Relationshipdeclares_dependency

Software packageLangChain · Protocol

repository_commit_manifest_package_identity

No additional excerpt published.

Open source ↗

Exact identifieredge:95df1ede98c2093f0d102d46

Relationshipdeclares_dependency

Software packageLangChain OpenAI

repository_commit_manifest_package_identity

No additional excerpt published.

Open source ↗

Exact identifieredge:9e2b4675455916bbf3cecd8b

Relationshipdeclares_dependency

Software packageLangGraph

repository_commit_manifest_package_identity

No additional excerpt published.

Open source ↗

Exact identifieredge:a93d7d31ad01a57dacc2c294

Relationshipdeclares_dependency

Software packageLangChain

repository_commit_manifest_package_identity

No additional excerpt published.

Open source ↗

Exact identifieredge:a9caf20709e1b08ba596d548

Relationshipdeclares_dependency

Software packageLangChain · MCP Adapters

repository_commit_manifest_package_identity

No additional excerpt published.

Open source ↗

Exact identifieredge:b5c04648fc96ec2d2b4b3278

Relationshipdeclares_dependency

Software packageOpenAI SDK

repository_commit_manifest_package_identity

No additional excerpt published.

Open source ↗

Exact identifieredge:c5c43c4abe130487991834be

Relationshipdeclares_dependency

Software packageTransformers.js

repository_commit_manifest_package_identity

No additional excerpt published.

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Exact identifieredge:c84ac83b01e5cfff4069f60f

Relationshipdeclares_dependency

Software packageLangChain Core

repository_commit_manifest_package_identity

No additional excerpt published.

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Exact identifieredge:cce442d17e70c59f57872584

Relationshipdeclares_dependency

Software packagetiktoken

repository_commit_manifest_package_identity

No additional excerpt published.

Open source ↗

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: 10
Commit Sha: a41841d96e875b74c63cac3dc40a91247a959be4
Last Activity At: 2026-07-20T21:53:50.345Z
Path With Namespace: landeshauptstadt-muenchen/mucgpt
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.

01

german-public-sector-ai-code-radaropencode:7202 · opencode_project_id_and_commit

02

german-public-sector-ai-dependency-atlasopencode:7202@a41841d96e875b74c63cac3dc40a91247a959be4:pypi:langchain-community · repository_commit_manifest_package_identity

03

german-public-sector-ai-dependency-atlasopencode:7202@a41841d96e875b74c63cac3dc40a91247a959be4:pypi:langchain-protocol · repository_commit_manifest_package_identity

04

german-public-sector-ai-dependency-atlasopencode:7202@a41841d96e875b74c63cac3dc40a91247a959be4:pypi:langchain-openai · repository_commit_manifest_package_identity

05

german-public-sector-ai-dependency-atlasopencode:7202@a41841d96e875b74c63cac3dc40a91247a959be4:pypi:langgraph · repository_commit_manifest_package_identity

06

german-public-sector-ai-dependency-atlasopencode:7202@a41841d96e875b74c63cac3dc40a91247a959be4:pypi:langchain · repository_commit_manifest_package_identity

07

german-public-sector-ai-dependency-atlasopencode:7202@a41841d96e875b74c63cac3dc40a91247a959be4:pypi:langchain-mcp-adapters · repository_commit_manifest_package_identity

08

german-public-sector-ai-dependency-atlasopencode:7202@a41841d96e875b74c63cac3dc40a91247a959be4:pypi:openai · repository_commit_manifest_package_identity

09

german-public-sector-ai-dependency-atlasopencode:7202@a41841d96e875b74c63cac3dc40a91247a959be4:npm:@huggingface/transformers · repository_commit_manifest_package_identity

10

german-public-sector-ai-dependency-atlasopencode:7202@a41841d96e875b74c63cac3dc40a91247a959be4:pypi:langchain-core · repository_commit_manifest_package_identity

11

german-public-sector-ai-dependency-atlasopencode:7202@a41841d96e875b74c63cac3dc40a91247a959be4:pypi:tiktoken · repository_commit_manifest_package_identity

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IndexPublic AI outcome ledgerFollow public AI funding from projects and organizations to reported outputs and citations. Every connection retains its evidence; patents and procurement appear only with exact identifier bridges.Provenance checkPublic-sector AI system passportSee which public records can be linked to each published government AI system through stable identifiers or exact source-declared repository URLs—with a source for every edge and visible evidence boundaries.IndexPublic AI actorsSearch organizations across funding, research, procurement, influence and infrastructure. Every role stays tied to its source; matching names are queued for review only.