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Class: LabeledFewShot

Trivial optimizer that injects labelled few-shot demos (dspy.LabeledFewShot).

URI: dspy:LabeledFewShot

 classDiagram
    class LabeledFewShot
    click LabeledFewShot href "../LabeledFewShot/"
      Teleprompter <|-- LabeledFewShot
        click Teleprompter href "../Teleprompter/"

      LabeledFewShot : description

      LabeledFewShot : id

      LabeledFewShot : max_labeled_demos

      LabeledFewShot : metric

      LabeledFewShot : name

Inheritance

Slots

Name Cardinality and Range Description Inheritance
max_labeled_demos 0..1
Integer		 direct
metric 0..1
String		 Dotted import path of the metric callable (or its name) Teleprompter
id 1
Identifier		 Stable opaque identifier for an instance NamedThing
name 0..1
String		 Short human-readable name NamedThing
description 0..1
String		 Free-form description NamedThing

In Subsets

Identifier and Mapping Information

Annotations

property value
dspy_source_paths ['dspy/teleprompt/vanilla.py']
dspy_source_urls ['https://github.com/stanfordnlp/dspy/blob/main/dspy/teleprompt/vanilla.py']

Schema Source

Mappings

Mapping Type Mapped Value
self dspy:LabeledFewShot
native dspy:LabeledFewShot

LinkML Source

Direct

name: LabeledFewShot
annotations:
  dspy_source_paths:
    tag: dspy_source_paths
    value:
    - dspy/teleprompt/vanilla.py
  dspy_source_urls:
    tag: dspy_source_urls
    value:
    - https://github.com/stanfordnlp/dspy/blob/main/dspy/teleprompt/vanilla.py
description: Trivial optimizer that injects labelled few-shot demos (``dspy.LabeledFewShot``).
in_subset:
- teleprompt
from_schema: https://w3id.org/lmodel/dspy
is_a: Teleprompter
slots:
- max_labeled_demos

Induced

name: LabeledFewShot
annotations:
  dspy_source_paths:
    tag: dspy_source_paths
    value:
    - dspy/teleprompt/vanilla.py
  dspy_source_urls:
    tag: dspy_source_urls
    value:
    - https://github.com/stanfordnlp/dspy/blob/main/dspy/teleprompt/vanilla.py
description: Trivial optimizer that injects labelled few-shot demos (``dspy.LabeledFewShot``).
in_subset:
- teleprompt
from_schema: https://w3id.org/lmodel/dspy
is_a: Teleprompter
attributes:
  max_labeled_demos:
    name: max_labeled_demos
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    ifabsent: int(16)
    owner: LabeledFewShot
    domain_of:
    - LabeledFewShot
    - BootstrapFewShot
    - MIPROv2
    - SIMBA
    - GEPA
    range: integer
    minimum_value: 0
  metric:
    name: metric
    description: Dotted import path of the metric callable (or its name).
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    owner: LabeledFewShot
    domain_of:
    - Teleprompter
    - Evaluate
    range: string
  id:
    name: id
    description: Stable opaque identifier for an instance.
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    slot_uri: schema:identifier
    identifier: true
    owner: LabeledFewShot
    domain_of:
    - NamedThing
    range: Identifier
    required: true
  name:
    name: name
    description: Short human-readable name.
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    slot_uri: rdfs:label
    owner: LabeledFewShot
    domain_of:
    - NamedThing
    - LMToolCallPart
    - LMMessage
    - LMToolSpec
    range: string
  description:
    name: description
    description: Free-form description.
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    slot_uri: dct:description
    owner: LabeledFewShot
    domain_of:
    - NamedThing
    - LMToolSpec
    range: string