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Heta Framework v0.1.3b1

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@github-actions github-actions released this 16 Oct 03:49
v0.1.3b1
f693260

Added

  • Added the optional generation package with a typed task-producer protocol,
    explicit producer configuration and input requirements, and object-store task
    manifests and reports.
  • Added HetaGenTaskProducerExploration for source-grounded task authoring,
    building, review, and bounded revision.
  • Added HetaGenTaskProducerDerivation for generating task variants from seed
    tasks through NeMo Data Designer.
  • Added HetaGenTaskProducerGraph for evidence-grounded task generation through
    the native Omega workflow, accepting either a Heta knowledge base and query
    or prepared text and knowledge-graph objects.
  • Added Harbor task packaging, static checks, and runtime validation with
    Oracle and Nop agents, together with bilingual usage and extension guides.

Changed

  • Updated LiteLLM from 1.87.1 to 1.101.0.
  • Added pinned Data Designer 0.9.2 and Harbor 0.23.0 dependencies to the
    generation extra; base installations do not install these dependencies.

Fixed

  • Preserved original-document provenance in aggregated LightRAG query results.
  • Normalized Graph producer stage summaries before runtime processing so mixed
    Parquet schemas do not discard records.
  • Preserved explicit failure results across runtime stage boundaries and
    reported missing stage records alongside independently validated tasks.

Compatibility

  • Base Heta Framework supports Python 3.10 through 3.12. Task generation requires
    Python 3.12 and the generation extra.
  • Existing knowledge-base build and query APIs remain available.
  • Runtime task validation requires Docker. Exploration additionally requires a
    locally prepared role image; installing the Python extra does not create it.

Known Limitations

  • Task generation is a Beta API and generated content requires review for
    scientific correctness and task difficulty.
  • Candidates that fail validation are excluded; a run may produce no tasks.
  • Graph runtime validation failures do not trigger a complete automatic
    authoring and revalidation loop.

Installation

pip install "heta-framework[generation]==0.1.3b1"

Task generation requires Python 3.12 and Docker.

Full changelog: v0.1.2...v0.1.3b1

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