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DSPy

package:pypi:dspy

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

Entity type · Software packagePublic 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
3direct evidenced connections
3exact-identifier edges
4referenced source snapshots
7published 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:5192184354a3f181ab123147
Relationshipdeclares_dependency
Repositoryuba-ki-lab/llm-testframework
repository_commit_manifest_package_identity

No additional excerpt published.

Open source ↗
german-public-sector-ai-dependency-atlas · opencode:5012@e8d6e99a1fa63b264e727acb553ed9b1499789b1:pypi:dspy
Open related dossier ↗
Exact identifieredge:d08297f0d257994d794e2655
Relationshipdeclares_dependency
Repositoryuba-ki-lab/objection-management
repository_commit_manifest_package_identity

No additional excerpt published.

Open source ↗
german-public-sector-ai-dependency-atlas · opencode:4112@5c1425bf9990cf12c5ae8ada47d249710703af18:pypi:dspy
Open related dossier ↗
Exact identifieredge:e1c8204adf2c29c292abecbf
Relationshipdeclares_dependency
Repositoryuba-ki-lab/gsa-extraction
repository_commit_manifest_package_identity

No additional excerpt published.

Open source ↗
german-public-sector-ai-dependency-atlas · opencode:5530@f5161e79d3f8c53877f9b1b0d72e1c10bff775ba:pypi:dspy
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.

Advisory Count
1
Category
orchestration
Ecosystem
pypi
Identity
pypi:dspy
License Expressions
MIT
Occurrence Count
3
Repository Count
3
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-dependency-atlaspypi:dspy · package_ecosystem_identity
02
german-public-sector-ai-dependency-atlasopencode:5012@e8d6e99a1fa63b264e727acb553ed9b1499789b1:pypi:dspy · repository_commit_manifest_package_identity
Open original source
03
german-public-sector-ai-dependency-atlasopencode:4112@5c1425bf9990cf12c5ae8ada47d249710703af18:pypi:dspy · repository_commit_manifest_package_identity
Open original source
04
german-public-sector-ai-dependency-atlasopencode:5530@f5161e79d3f8c53877f9b1b0d72e1c10bff775ba:pypi:dspy · repository_commit_manifest_package_identity
Open original source

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