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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 · indexable04 Sept 2026, 10:35

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:13900c9ddc4d6b38c113120a

Relationshipdeclares_dependency

Software packageLangChain · Text Splitters

repository_commit_manifest_package_identity

No additional excerpt published.

Open source ↗

Exact identifieredge:211d415e1f65f9ac4c63f8d4

Relationshipdeclares_dependency

Software packageLangChain · Protocol

repository_commit_manifest_package_identity

No additional excerpt published.

Open source ↗

Exact identifieredge:3a588c51ea7f3f16e621839b

Relationshipdeclares_dependency

Software packagetiktoken

repository_commit_manifest_package_identity

No additional excerpt published.

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Exact identifieredge:565386df9ffcfa156365d524

Relationshipdeclares_dependency

Software packageLangChain · MCP Adapters

repository_commit_manifest_package_identity

No additional excerpt published.

Open source ↗

Exact identifieredge:799d4b3cef2b655628681cd7

Relationshipdeclares_dependency

Software packageOpenAI SDK

repository_commit_manifest_package_identity

No additional excerpt published.

Open source ↗

Exact identifieredge:a3dda5cac29156cdc3d4c074

Relationshipdeclares_dependency

Software packageLangGraph

repository_commit_manifest_package_identity

No additional excerpt published.

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Exact identifieredge:a6e1b83ae48d6ce2ccd8c09a

Relationshipdeclares_dependency

Software packageLangChain

repository_commit_manifest_package_identity

No additional excerpt published.

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Exact identifieredge:afe5e4c2c24d16f96453eb33

Relationshipdeclares_dependency

Software packageLangChain OpenAI

repository_commit_manifest_package_identity

No additional excerpt published.

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Exact identifieredge:c10f84fa161da2165b4a15c9

Relationshipdeclares_dependency

Software packageLangChain Core

repository_commit_manifest_package_identity

No additional excerpt published.

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Exact identifieredge:cdce9cf18ce209d20b138ba5

Relationshipdeclares_dependency

Software packageLangChain Community

repository_commit_manifest_package_identity

No additional excerpt published.

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Exact identifieredge:d696b516af670a499c8b5225

Relationshipdeclares_dependency

Software packageTransformers.js

repository_commit_manifest_package_identity

No additional excerpt published.

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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: 4d053562adec8962a8e523b7ed27b48a9f882d60
Last Activity At: 2026-07-21T21:53:50.063Z
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@4d053562adec8962a8e523b7ed27b48a9f882d60:pypi:langchain-text-splitters · repository_commit_manifest_package_identity

03

german-public-sector-ai-dependency-atlasopencode:7202@4d053562adec8962a8e523b7ed27b48a9f882d60:pypi:langchain-protocol · repository_commit_manifest_package_identity

04

german-public-sector-ai-dependency-atlasopencode:7202@4d053562adec8962a8e523b7ed27b48a9f882d60:pypi:tiktoken · repository_commit_manifest_package_identity

05

german-public-sector-ai-dependency-atlasopencode:7202@4d053562adec8962a8e523b7ed27b48a9f882d60:pypi:langchain-mcp-adapters · repository_commit_manifest_package_identity

06

german-public-sector-ai-dependency-atlasopencode:7202@4d053562adec8962a8e523b7ed27b48a9f882d60:pypi:openai · repository_commit_manifest_package_identity

07

german-public-sector-ai-dependency-atlasopencode:7202@4d053562adec8962a8e523b7ed27b48a9f882d60:pypi:langgraph · repository_commit_manifest_package_identity

08

german-public-sector-ai-dependency-atlasopencode:7202@4d053562adec8962a8e523b7ed27b48a9f882d60:pypi:langchain · repository_commit_manifest_package_identity

09

german-public-sector-ai-dependency-atlasopencode:7202@4d053562adec8962a8e523b7ed27b48a9f882d60:pypi:langchain-openai · repository_commit_manifest_package_identity

10

german-public-sector-ai-dependency-atlasopencode:7202@4d053562adec8962a8e523b7ed27b48a9f882d60:pypi:langchain-core · repository_commit_manifest_package_identity

11

german-public-sector-ai-dependency-atlasopencode:7202@4d053562adec8962a8e523b7ed27b48a9f882d60:pypi:langchain-community · repository_commit_manifest_package_identity

12

german-public-sector-ai-dependency-atlasopencode:7202@4d053562adec8962a8e523b7ed27b48a9f882d60:npm:@huggingface/transformers · 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.