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uba-ki-lab/retrieval-evaluation

opencode:7811

collecting human feedback of retrieval results; Keywords: uba, umweltbundesamt, ki-lab, NLP, LLM, Argilla, Semantic Search

Entity type · RepositoryPublic dossier · indexable21 Jul 2026, 08:42

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

12direct evidenced connections

12exact-identifier edges

13referenced 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:00263a805548ff9af579f7af

Relationshipdeclares_dependency

Software packageAnthropic SDK

repository_commit_manifest_package_identity

No additional excerpt published.

Open source ↗

Exact identifieredge:05ed1bab3c4e5a7671226696

Relationshipdeclares_dependency

Software packagetiktoken

repository_commit_manifest_package_identity

No additional excerpt published.

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Exact identifieredge:0ca9654d73a1ccee4a36c94f

Relationshipdeclares_dependency

Software packageOpenAI SDK

repository_commit_manifest_package_identity

No additional excerpt published.

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Exact identifieredge:1afad4b4196f18b4cad0b192

Relationshipdeclares_dependency

Software packagePyTorch

repository_commit_manifest_package_identity

No additional excerpt published.

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Exact identifieredge:265107d897aba91d06c0d29e

Relationshipdeclares_dependency

Software packageMilvus Client

repository_commit_manifest_package_identity

No additional excerpt published.

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Exact identifieredge:279f774734f15199ebddf587

Relationshipdeclares_dependency

Software packagescikit-learn

repository_commit_manifest_package_identity

No additional excerpt published.

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Exact identifieredge:2809dd8f909e4498f355190d

Relationshipdeclares_dependency

Software packageHugging Face Datasets

repository_commit_manifest_package_identity

No additional excerpt published.

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Exact identifieredge:4f0d7240bb1801619067db8d

Relationshipdeclares_dependency

Software packageHugging Face Tokenizers

repository_commit_manifest_package_identity

No additional excerpt published.

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Exact identifieredge:92386bfc56b26c75df80c61a

Relationshipdeclares_dependency

Software packageLlamaIndex · Embeddings OpenAI Like

repository_commit_manifest_package_identity

No additional excerpt published.

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Exact identifieredge:d0f7d6b04a1b15ce1017a4da

Relationshipdeclares_dependency

Software packageTransformers

repository_commit_manifest_package_identity

No additional excerpt published.

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Exact identifieredge:e5fc5aed34d39cfe7b916655

Relationshipdeclares_dependency

Software packageLlamaIndex · Vector Stores Milvus

repository_commit_manifest_package_identity

No additional excerpt published.

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Exact identifieredge:f52f320f78599a286dc24211

Relationshipdeclares_dependency

Software packageLlamaIndex · Core

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: 12
Commit Sha: f64bf528432908908d92b8263d6933301033bb7f
Last Activity At: 2025-11-26T09:10:11.202Z
Path With Namespace: uba-ki-lab/retrieval-evaluation
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:7811 · opencode_project_id_and_commit

02

german-public-sector-ai-dependency-atlasopencode:7811@f64bf528432908908d92b8263d6933301033bb7f:pypi:anthropic · repository_commit_manifest_package_identity

03

german-public-sector-ai-dependency-atlasopencode:7811@f64bf528432908908d92b8263d6933301033bb7f:pypi:tiktoken · repository_commit_manifest_package_identity

04

german-public-sector-ai-dependency-atlasopencode:7811@f64bf528432908908d92b8263d6933301033bb7f:pypi:openai · repository_commit_manifest_package_identity

05

german-public-sector-ai-dependency-atlasopencode:7811@f64bf528432908908d92b8263d6933301033bb7f:pypi:torch · repository_commit_manifest_package_identity

06

german-public-sector-ai-dependency-atlasopencode:7811@f64bf528432908908d92b8263d6933301033bb7f:pypi:pymilvus · repository_commit_manifest_package_identity

07

german-public-sector-ai-dependency-atlasopencode:7811@f64bf528432908908d92b8263d6933301033bb7f:pypi:scikit-learn · repository_commit_manifest_package_identity

08

german-public-sector-ai-dependency-atlasopencode:7811@f64bf528432908908d92b8263d6933301033bb7f:pypi:datasets · repository_commit_manifest_package_identity

09

german-public-sector-ai-dependency-atlasopencode:7811@f64bf528432908908d92b8263d6933301033bb7f:pypi:tokenizers · repository_commit_manifest_package_identity

10

german-public-sector-ai-dependency-atlasopencode:7811@f64bf528432908908d92b8263d6933301033bb7f:pypi:llama-index-embeddings-openai-like · repository_commit_manifest_package_identity

11

german-public-sector-ai-dependency-atlasopencode:7811@f64bf528432908908d92b8263d6933301033bb7f:pypi:transformers · repository_commit_manifest_package_identity

12

german-public-sector-ai-dependency-atlasopencode:7811@f64bf528432908908d92b8263d6933301033bb7f:pypi:llama-index-vector-stores-milvus · repository_commit_manifest_package_identity

13

german-public-sector-ai-dependency-atlasopencode:7811@f64bf528432908908d92b8263d6933301033bb7f:pypi:llama-index-core · 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.