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ai-websearch-benchmark

datenlabor-bmz/ai-websearch-benchmark

Public repository

This dossier retains every exact technology reference observed at one public commit. Descriptions are displayed for context and never create evidence.

Published source evidence does not prove deployment, procurement, productive use or organizational ownership beyond what the source explicitly states.

GitLab project ID + commit SHA + exact file path

5evidence rows

5technologies

mainobserved branch

not observedpubliccode.yml

Exact published evidence

Files and identities in this repository

Every row keeps the exact source path and commit SHA. Open the source to inspect the evidence in its original context.

manifest_dependency · direct declarationpyproject.toml

Exact identityLangChainpypi:langchain

Version>=0.3cd6b854b1b

Open exact source ↗

manifest_dependency · direct declarationpyproject.toml

Exact identityLangChain Communitypypi:langchain-community

Version>=0.3cd6b854b1b

Open exact source ↗

manifest_dependency · direct declarationpyproject.toml

Exact identityLangChain · Linkuppypi:langchain-linkup

Version>=0.1cd6b854b1b

Open exact source ↗

manifest_dependency · direct declarationpyproject.toml

Exact identityLangChain OpenAIpypi:langchain-openai

Version>=0.2cd6b854b1b

Open exact source ↗

manifest_dependency · direct declarationpyproject.toml

Exact identityLangChain · Tavilypypi:langchain-tavily

Version>=0.1cd6b854b1b

Open exact source ↗

Stable profile

Machine-readable identity and observation window

GitLab project ID: 8742
Namespace: datenlabor-bmz/ai-websearch-benchmark
Observed commit: cd6b854b1b400d7e45796aaa22bded8183642916
Default branch: main
First observed: 18 Jul 2026
Last observed: 18 Jul 2026
Last GitLab activity: 07 May 2026

Open repository ↗Open commit ↗

Interpretation boundary

What this page can—and cannot—show

The page is a deterministic projection of official public GitLab data. A missing row means not observed within the bounded files and checkpoint, not absent in reality.

Retrieval, parsing and publishing use no generative AI model.Open official source ↗

i6eal (2026): ai-websearch-benchmark — source-backed AI code evidence dossier, data state 18 Jul 2026. https://i6eal.de/en/tools/ki-code-radar/repository/opencode-8742/

Reading this dossier

Does this dossier prove productive use?

No. It documents only an exact technology reference published in code at an observed commit.

Why are the commit SHA and file path retained?

Together with the stable GitLab project ID, they make every displayed finding inspectable and resistant to later repository changes.

What does a missing version mean?

The exact identity was observable, but the inspected source did not publish a version that the deterministic parser could retain.

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Useful next steps

These tools complement the current result.

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