Class: Ensemble

Ensembles multiple compiled programs (dspy.Ensemble).

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

      Ensemble : description

      Ensemble : id

      Ensemble : metric

      Ensemble : name

      Ensemble : reduce_fn

      Ensemble : size

Inheritance

NamedThing
- Teleprompter
  - Ensemble

Slots

Name	Cardinality and Range	Description	Inheritance
size	0..1 Integer	Number of programs to ensemble	direct
reduce_fn	0..1 String	Dotted import path of the reduction function	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

Teleprompt

Identifier and Mapping Information

Annotations

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

Schema Source

from schema: https://w3id.org/lmodel/dspy

Mappings

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

LinkML Source

Direct

name: Ensemble
annotations:
  dspy_source_paths:
    tag: dspy_source_paths
    value:
    - dspy/teleprompt/ensemble.py
  dspy_source_urls:
    tag: dspy_source_urls
    value:
    - https://github.com/stanfordnlp/dspy/blob/main/dspy/teleprompt/ensemble.py
description: Ensembles multiple compiled programs (``dspy.Ensemble``).
in_subset:
- teleprompt
from_schema: https://w3id.org/lmodel/dspy
is_a: Teleprompter
attributes:
  size:
    name: size
    description: Number of programs to ensemble.
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    domain_of:
    - Ensemble
    range: integer
    minimum_value: 1
  reduce_fn:
    name: reduce_fn
    description: Dotted import path of the reduction function.
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    domain_of:
    - Ensemble
    range: string

Induced

name: Ensemble
annotations:
  dspy_source_paths:
    tag: dspy_source_paths
    value:
    - dspy/teleprompt/ensemble.py
  dspy_source_urls:
    tag: dspy_source_urls
    value:
    - https://github.com/stanfordnlp/dspy/blob/main/dspy/teleprompt/ensemble.py
description: Ensembles multiple compiled programs (``dspy.Ensemble``).
in_subset:
- teleprompt
from_schema: https://w3id.org/lmodel/dspy
is_a: Teleprompter
attributes:
  size:
    name: size
    description: Number of programs to ensemble.
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    owner: Ensemble
    domain_of:
    - Ensemble
    range: integer
    minimum_value: 1
  reduce_fn:
    name: reduce_fn
    description: Dotted import path of the reduction function.
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    owner: Ensemble
    domain_of:
    - Ensemble
    range: string
  metric:
    name: metric
    description: Dotted import path of the metric callable (or its name).
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    owner: Ensemble
    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: Ensemble
    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: Ensemble
    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: Ensemble
    domain_of:
    - NamedThing
    - LMToolSpec
    range: string