Class: PromptHelper
A collection of helper functions for working with prompts.
Constructors
constructor
• new PromptHelper(contextWindow?, numOutput?, chunkOverlapRatio?, chunkSizeLimit?, tokenizer?, separator?)
Parameters
| Name | Type | Default value |
|---|---|---|
contextWindow | number | DEFAULT_CONTEXT_WINDOW |
numOutput | number | DEFAULT_NUM_OUTPUTS |
chunkOverlapRatio | number | DEFAULT_CHUNK_OVERLAP_RATIO |
chunkSizeLimit? | number | undefined |
tokenizer? | (text: string) => Uint32Array | undefined |
separator | string | " " |
Defined in
packages/core/src/PromptHelper.ts:40
Properties
chunkOverlapRatio
• chunkOverlapRatio: number = DEFAULT_CHUNK_OVERLAP_RATIO
Defined in
packages/core/src/PromptHelper.ts:35
chunkSizeLimit
• Optional chunkSizeLimit: number
Defined in
packages/core/src/PromptHelper.ts:36
contextWindow
• contextWindow: number = DEFAULT_CONTEXT_WINDOW
Defined in
packages/core/src/PromptHelper.ts:33
numOutput
• numOutput: number = DEFAULT_NUM_OUTPUTS
Defined in
packages/core/src/PromptHelper.ts:34
separator
• separator: string = " "
Defined in
packages/core/src/PromptHelper.ts:38
tokenizer
• tokenizer: (text: string) => Uint32Array
Type declaration
▸ (text): Uint32Array
Parameters
| Name | Type |
|---|---|
text | string |
Returns
Uint32Array
Defined in
packages/core/src/PromptHelper.ts:37
Methods
getAvailableChunkSize
▸ Private getAvailableChunkSize(prompt, numChunks?, padding?): number
Find the maximum size of each chunk given a prompt.
Parameters
| Name | Type | Default value |
|---|---|---|
prompt | SimplePrompt | undefined |
numChunks | number | 1 |
padding | number | 5 |
Returns
number
Defined in
packages/core/src/PromptHelper.ts:76
getAvailableContextSize
▸ Private getAvailableContextSize(prompt): number
Given a prompt, return the maximum size of the inputs to the prompt.
Parameters
| Name | Type |
|---|---|
prompt | SimplePrompt |
Returns
number
Defined in
packages/core/src/PromptHelper.ts:61
getTextSplitterGivenPrompt
▸ getTextSplitterGivenPrompt(prompt, numChunks?, padding?): SentenceSplitter
Creates a text splitter with the correct chunk sizes and overlaps given a prompt.
Parameters
| Name | Type | Default value |
|---|---|---|
prompt | SimplePrompt | undefined |
numChunks | number | 1 |
padding | number | DEFAULT_PADDING |
Returns
Defined in
packages/core/src/PromptHelper.ts:99
repack
▸ repack(prompt, textChunks, padding?): string[]
Repack resplits the strings based on the optimal text splitter.
Parameters
| Name | Type | Default value |
|---|---|---|
prompt | SimplePrompt | undefined |
textChunks | string[] | undefined |
padding | number | DEFAULT_PADDING |
Returns
string[]