QuestionsAnsweredExtractor
Defined in: llamaindex/src/extractors/MetadataExtractors.ts:293
Extract questions from a list of nodes.
Extends
QuestionsAnsweredExtractor<
Options>(nodes,options?):BaseNode<Metadata>[] |Promise<BaseNode<Metadata>[]>
Defined in: llamaindex/src/extractors/MetadataExtractors.ts:293
Extract questions from a list of nodes.
Type Parameters
• Options extends Record<string, unknown>
Parameters
nodes
BaseNode<Metadata>[]
options?
Options
Returns
BaseNode<Metadata>[] | Promise<BaseNode<Metadata>[]>
Constructors
new QuestionsAnsweredExtractor()
new QuestionsAnsweredExtractor(
options?):QuestionsAnsweredExtractor
Defined in: llamaindex/src/extractors/MetadataExtractors.ts:327
Constructor for the QuestionsAnsweredExtractor class.
Parameters
options?
QuestionAnswerExtractArgs
Returns
Overrides
Properties
llm
llm:
LLM<object,object>
Defined in: llamaindex/src/extractors/MetadataExtractors.ts:298
LLM instance.
questions
questions:
number=5
Defined in: llamaindex/src/extractors/MetadataExtractors.ts:305
Number of questions to generate.
Default
promptTemplate
promptTemplate:
QuestionExtractPrompt
Defined in: llamaindex/src/extractors/MetadataExtractors.ts:311
The prompt template to use for the question extractor.
embeddingOnly
embeddingOnly:
boolean=false
Defined in: llamaindex/src/extractors/MetadataExtractors.ts:318
Wheter to use metadata for embeddings only
Default
isTextNodeOnly
isTextNodeOnly:
boolean=true
Defined in: llamaindex/src/extractors/types.ts:13
Inherited from
showProgress
showProgress:
boolean=true
Defined in: llamaindex/src/extractors/types.ts:14
Inherited from
metadataMode
metadataMode:
MetadataMode=MetadataMode.ALL
Defined in: llamaindex/src/extractors/types.ts:15
Inherited from
disableTemplateRewrite
disableTemplateRewrite:
boolean=false
Defined in: llamaindex/src/extractors/types.ts:16
Inherited from
BaseExtractor.disableTemplateRewrite
inPlace
inPlace:
boolean=true
Defined in: llamaindex/src/extractors/types.ts:17
Inherited from
numWorkers
numWorkers:
number=4
Defined in: llamaindex/src/extractors/types.ts:18
Inherited from
Methods
extractQuestionsFromNode()
extractQuestionsFromNode(
node):Promise<object|ExtractQuestion>
Defined in: llamaindex/src/extractors/MetadataExtractors.ts:351
Extract answered questions from a node.
Parameters
node
BaseNode<Metadata>
Node to extract questions from.
Returns
Promise<object | ExtractQuestion>
Questions extracted from the node.
extract()
extract(
nodes):Promise<object[] |ExtractQuestion[]>
Defined in: llamaindex/src/extractors/MetadataExtractors.ts:379
Extract answered questions from a list of nodes.
Parameters
nodes
BaseNode<Metadata>[]
Nodes to extract questions from.
Returns
Promise<object[] | ExtractQuestion[]>
Questions extracted from the nodes.
Overrides
processNodes()
processNodes(
nodes,excludedEmbedMetadataKeys,excludedLlmMetadataKeys):Promise<BaseNode<Metadata>[]>
Defined in: llamaindex/src/extractors/types.ts:41
Parameters
nodes
BaseNode<Metadata>[]
Nodes to extract metadata from.
excludedEmbedMetadataKeys
Metadata keys to exclude from the embedding.
undefined | string[]
excludedLlmMetadataKeys
Metadata keys to exclude from the LLM.
undefined | string[]
Returns
Promise<BaseNode<Metadata>[]>
Metadata extracted from the nodes.