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Class: TreeSummarize

TreeSummarize repacks the text chunks into the smallest possible number of chunks and then summarizes them, then recursively does so until there's one chunk left.

Extends​

Implements​

Constructors​

new TreeSummarize()​

new TreeSummarize(serviceContext?, summaryTemplate?): TreeSummarize

Parameters​

• serviceContext?: ServiceContext

• summaryTemplate?: TreeSummarizePrompt

Returns​

TreeSummarize

Overrides​

PromptMixin.constructor

Defined in​

packages/llamaindex/src/synthesizers/builders.ts:293

Properties​

llm​

llm: LLM<object, object>

Defined in​

packages/llamaindex/src/synthesizers/builders.ts:289

promptHelper​

promptHelper: PromptHelper

Defined in​

packages/llamaindex/src/synthesizers/builders.ts:290

summaryTemplate​

summaryTemplate: TreeSummarizePrompt

Defined in​

packages/llamaindex/src/synthesizers/builders.ts:291

Methods​

_getPromptModules()​

protected _getPromptModules(): ModuleRecord

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​

ModuleRecord

Implementation of​

ResponseBuilder._getPromptModules

Overrides​

PromptMixin._getPromptModules

Defined in​

packages/llamaindex/src/synthesizers/builders.ts:304

_getPrompts()​

protected _getPrompts(): object

Returns​

object

summaryTemplate​

summaryTemplate: TreeSummarizePrompt

Implementation of​

ResponseBuilder._getPrompts

Overrides​

PromptMixin._getPrompts

Defined in​

packages/llamaindex/src/synthesizers/builders.ts:308

_updatePrompts()​

protected _updatePrompts(prompts): void

Parameters​

• prompts

• prompts.summaryTemplate: TreeSummarizePrompt

Returns​

void

Implementation of​

ResponseBuilder._updatePrompts

Overrides​

PromptMixin._updatePrompts

Defined in​

packages/llamaindex/src/synthesizers/builders.ts:314

getPrompts()​

getPrompts(): PromptsRecord

Returns​

PromptsRecord

Implementation of​

ResponseBuilder.getPrompts

Inherited from​

PromptMixin.getPrompts

Defined in​

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

getResponse()​

getResponse(query, stream)​

getResponse(query, stream): Promise<AsyncIterable<string, any, any>>

Get the response from a query and a list of text chunks.

Parameters​

• query: ResponseBuilderQuery

• stream: true

Returns​

Promise<AsyncIterable<string, any, any>>

Implementation of​

ResponseBuilder.getResponse

Defined in​

packages/llamaindex/src/synthesizers/builders.ts:322

getResponse(query, stream)​

getResponse(query, stream?): Promise<string>

Get the response from a query and a list of text chunks.

Parameters​

• query: ResponseBuilderQuery

• stream?: false

Returns​

Promise<string>

Implementation of​

ResponseBuilder.getResponse

Defined in​

packages/llamaindex/src/synthesizers/builders.ts:326

updatePrompts()​

updatePrompts(prompts): void

Parameters​

• prompts: PromptsRecord

Returns​

void

Implementation of​

ResponseBuilder.updatePrompts

Inherited from​

PromptMixin.updatePrompts

Defined in​

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

validatePrompts()​

validatePrompts(promptsDict, moduleDict): void

Parameters​

• promptsDict: PromptsRecord

• moduleDict: ModuleRecord

Returns​

void

Implementation of​

ResponseBuilder.validatePrompts

Inherited from​

PromptMixin.validatePrompts

Defined in​

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