Class: ColBERTv2

Remote ColBERTv2 retrieval server (dspy.ColBERTv2).

 classDiagram
    class ColBERTv2
    click ColBERTv2 href "../ColBERTv2/"
      Retriever <|-- ColBERTv2
        click Retriever href "../Retriever/"

      ColBERTv2 : callbacks

      ColBERTv2 : compiled

      ColBERTv2 : description

      ColBERTv2 : history





        ColBERTv2 --> "*" LMHistoryEntry : history
        click LMHistoryEntry href "../LMHistoryEntry/"



      ColBERTv2 : id

      ColBERTv2 : k

      ColBERTv2 : name

      ColBERTv2 : predictors





        ColBERTv2 --> "*" Predictor : predictors
        click Predictor href "../Predictor/"



      ColBERTv2 : server_url

      ColBERTv2 : sub_modules





        ColBERTv2 --> "*" Module : sub_modules
        click Module href "../Module/"

Inheritance

NamedThing
- Module
  - Retriever
    - ColBERTv2

Slots

Name	Cardinality and Range	Description	Inheritance
server_url	0..1 String		direct
k	0..1 Integer	Top-k retrieval depth	Retriever
compiled	0..1 Boolean	Whether the module has been compiled by a teleprompter	Module
callbacks	* String	Dotted import paths of callbacks registered on the module	Module
history	* LMHistoryEntry	Per-module call history of LM requests / responses	Module
predictors	* Predictor	Predictor children of a composite Module (named_predictors())	Module
sub_modules	* Module	Nested Module children of a composite Module	Module
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

Retrievers

Identifier and Mapping Information

Annotations

property	value
dspy_source_paths	['dspy/dsp/colbertv2.py']
dspy_source_urls	['https://github.com/stanfordnlp/dspy/blob/main/dspy/dsp/colbertv2.py']

Schema Source

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

Mappings

Mapping Type	Mapped Value
self	dspy:ColBERTv2
native	dspy:ColBERTv2

LinkML Source

Direct

name: ColBERTv2
annotations:
  dspy_source_paths:
    tag: dspy_source_paths
    value:
    - dspy/dsp/colbertv2.py
  dspy_source_urls:
    tag: dspy_source_urls
    value:
    - https://github.com/stanfordnlp/dspy/blob/main/dspy/dsp/colbertv2.py
description: Remote ColBERTv2 retrieval server (``dspy.ColBERTv2``).
in_subset:
- retrievers
from_schema: https://w3id.org/lmodel/dspy
is_a: Retriever
slots:
- server_url

Induced

name: ColBERTv2
annotations:
  dspy_source_paths:
    tag: dspy_source_paths
    value:
    - dspy/dsp/colbertv2.py
  dspy_source_urls:
    tag: dspy_source_urls
    value:
    - https://github.com/stanfordnlp/dspy/blob/main/dspy/dsp/colbertv2.py
description: Remote ColBERTv2 retrieval server (``dspy.ColBERTv2``).
in_subset:
- retrievers
from_schema: https://w3id.org/lmodel/dspy
is_a: Retriever
attributes:
  server_url:
    name: server_url
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    slot_uri: schema:url
    owner: ColBERTv2
    domain_of:
    - ColBERTv2
    range: string
  k:
    name: k
    description: Top-k retrieval depth.
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    owner: ColBERTv2
    domain_of:
    - Retriever
    range: integer
    minimum_value: 1
  compiled:
    name: compiled
    description: Whether the module has been compiled by a teleprompter.
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    ifabsent: boolean(False)
    owner: ColBERTv2
    domain_of:
    - Module
    range: boolean
  callbacks:
    name: callbacks
    description: Dotted import paths of callbacks registered on the module.
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    owner: ColBERTv2
    domain_of:
    - BaseLM
    - Adapter
    - Module
    - Settings
    range: string
    multivalued: true
  history:
    name: history
    description: Per-module call history of LM requests / responses.
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    owner: ColBERTv2
    domain_of:
    - BaseLM
    - Module
    range: LMHistoryEntry
    multivalued: true
    inlined: true
    inlined_as_list: true
  predictors:
    name: predictors
    description: Predictor children of a composite Module (named_predictors()).
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    owner: ColBERTv2
    domain_of:
    - Module
    range: Predictor
    multivalued: true
    inlined: true
    inlined_as_list: true
  sub_modules:
    name: sub_modules
    description: Nested Module children of a composite Module.
    from_schema: https://w3id.org/lmodel/dspy
    rank: 1000
    owner: ColBERTv2
    domain_of:
    - Module
    range: Module
    multivalued: true
    inlined: true
    inlined_as_list: true
  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: ColBERTv2
    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: ColBERTv2
    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: ColBERTv2
    domain_of:
    - NamedThing
    - LMToolSpec
    range: string