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Class: SummaryIndexLLMRetriever

LLM retriever for SummaryIndex which lets you select the most relevant chunks.

Extends​

Constructors​

new SummaryIndexLLMRetriever()​

new SummaryIndexLLMRetriever(index, choiceSelectPrompt?, choiceBatchSize?, formatNodeBatchFn?, parseChoiceSelectAnswerFn?, serviceContext?): SummaryIndexLLMRetriever

Parameters​

• index: SummaryIndex

• choiceSelectPrompt?: ChoiceSelectPrompt

• choiceBatchSize?: number = 10

• formatNodeBatchFn?: NodeFormatterFunction

• parseChoiceSelectAnswerFn?: ChoiceSelectParserFunction

• serviceContext?: ServiceContext

Returns​

SummaryIndexLLMRetriever

Overrides​

BaseRetriever.constructor

Defined in​

packages/llamaindex/src/indices/summary/index.ts:313

Properties​

choiceBatchSize​

choiceBatchSize: number

Defined in​

packages/llamaindex/src/indices/summary/index.ts:307

choiceSelectPrompt​

choiceSelectPrompt: ChoiceSelectPrompt

Defined in​

packages/llamaindex/src/indices/summary/index.ts:306

formatNodeBatchFn​

formatNodeBatchFn: NodeFormatterFunction

Defined in​

packages/llamaindex/src/indices/summary/index.ts:308

index​

index: SummaryIndex

Defined in​

packages/llamaindex/src/indices/summary/index.ts:305

objectMap​

objectMap: Map<string, unknown>

Inherited from​

BaseRetriever.objectMap

Defined in​

packages/core/retriever/dist/index.d.ts:20

parseChoiceSelectAnswerFn​

parseChoiceSelectAnswerFn: ChoiceSelectParserFunction

Defined in​

packages/llamaindex/src/indices/summary/index.ts:309

serviceContext?​

optional serviceContext: ServiceContext

Defined in​

packages/llamaindex/src/indices/summary/index.ts:310

Methods​

_getPromptModules()​

protected _getPromptModules(): object

Return a dictionary of sub-modules within the current module that also implement PromptMixin (so that their prompts can also be get/set).

Can be blank if no sub-modules.

Returns​

object

Inherited from​

BaseRetriever._getPromptModules

Defined in​

packages/core/retriever/dist/index.d.ts:23

_getPrompts()​

protected _getPrompts(): object

Returns​

object

Inherited from​

BaseRetriever._getPrompts

Defined in​

packages/core/retriever/dist/index.d.ts:22

_handleRecursiveRetrieval()​

_handleRecursiveRetrieval(params, nodes): Promise<NodeWithScore<Metadata>[]>

Parameters​

• params: QueryBundle

• nodes: NodeWithScore<Metadata>[]

Returns​

Promise<NodeWithScore<Metadata>[]>

Inherited from​

BaseRetriever._handleRecursiveRetrieval

Defined in​

packages/core/retriever/dist/index.d.ts:27

_retrieve()​

_retrieve(query): Promise<NodeWithScore<Metadata>[]>

Parameters​

• query: QueryBundle

Returns​

Promise<NodeWithScore<Metadata>[]>

Overrides​

BaseRetriever._retrieve

Defined in​

packages/llamaindex/src/indices/summary/index.ts:331

_retrieveFromObject()​

_retrieveFromObject(object, queryBundle, score): NodeWithScore<Metadata>[]

Parameters​

• object: unknown

• queryBundle: QueryBundle

• score: number

Returns​

NodeWithScore<Metadata>[]

Inherited from​

BaseRetriever._retrieveFromObject

Defined in​

packages/core/retriever/dist/index.d.ts:28

_updatePrompts()​

protected _updatePrompts(): void

Returns​

void

Inherited from​

BaseRetriever._updatePrompts

Defined in​

packages/core/retriever/dist/index.d.ts:21

getPrompts()​

getPrompts(): PromptsRecord

Returns​

PromptsRecord

Inherited from​

BaseRetriever.getPrompts

Defined in​

packages/core/prompts/dist/index.d.ts:58

retrieve()​

retrieve(params): Promise<NodeWithScore<Metadata>[]>

Parameters​

• params: QueryType

Returns​

Promise<NodeWithScore<Metadata>[]>

Inherited from​

BaseRetriever.retrieve

Defined in​

packages/core/retriever/dist/index.d.ts:25

updatePrompts()​

updatePrompts(prompts): void

Parameters​

• prompts: PromptsRecord

Returns​

void

Inherited from​

BaseRetriever.updatePrompts

Defined in​

packages/core/prompts/dist/index.d.ts:59

validatePrompts()​

validatePrompts(promptsDict, moduleDict): void

Parameters​

• promptsDict: PromptsRecord

• moduleDict: ModuleRecord

Returns​

void

Inherited from​

BaseRetriever.validatePrompts

Defined in​

packages/core/prompts/dist/index.d.ts:57