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bead.items

Stage 3 of the bead pipeline: experimental item construction with 9 task types.

Core Classes

::: bead.items.item options: show_root_heading: true show_source: false

::: bead.items.item_template options: show_root_heading: true show_source: false

Task-Type Utilities

::: bead.items.forced_choice options: show_root_heading: true show_source: false

::: bead.items.ordinal_scale options: show_root_heading: true show_source: false

::: bead.items.binary options: show_root_heading: true show_source: false

::: bead.items.categorical options: show_root_heading: true show_source: false

::: bead.items.multi_select options: show_root_heading: true show_source: false

::: bead.items.magnitude options: show_root_heading: true show_source: false

::: bead.items.free_text options: show_root_heading: true show_source: false

::: bead.items.cloze options: show_root_heading: true show_source: false

Span Annotation Models

::: bead.items.spans options: show_root_heading: true show_source: false

Span Labeling Utilities

::: bead.items.span_labeling options: show_root_heading: true show_source: false

Item Construction

::: bead.items.constructor options: show_root_heading: true show_source: false

::: bead.items.generation options: show_root_heading: true show_source: false

Validation and Scoring

::: bead.items.validation options: show_root_heading: true show_source: false

::: bead.items.scoring options: show_root_heading: true show_source: false

Model Output Cache

::: bead.items.cache options: show_root_heading: true show_source: false

Model Adapters

::: bead.items.adapters.base options: show_root_heading: true show_source: false

::: bead.items.adapters.huggingface options: show_root_heading: true show_source: false

::: bead.items.adapters.openai options: show_root_heading: true show_source: false

::: bead.items.adapters.anthropic options: show_root_heading: true show_source: false

::: bead.items.adapters.google options: show_root_heading: true show_source: false

::: bead.items.adapters.togetherai options: show_root_heading: true show_source: false

::: bead.items.adapters.sentence_transformers options: show_root_heading: true show_source: false

::: bead.items.adapters.registry options: show_root_heading: true show_source: false

::: bead.items.adapters.api_utils options: show_root_heading: true show_source: false