This commit is contained in:
Henry
2023-05-09 00:49:37 +01:00
21 changed files with 4188 additions and 2725 deletions
@@ -0,0 +1,63 @@
import { INode, INodeData, INodeParams } from '../../../src/Interface'
import { getBaseClasses } from '../../../src/utils'
import { CharacterTextSplitter, CharacterTextSplitterParams } from 'langchain/text_splitter'
class CharacterTextSplitter_TextSplitters implements INode {
label: string
name: string
description: string
type: string
icon: string
category: string
baseClasses: string[]
inputs: INodeParams[]
constructor() {
this.label = 'Character Text Splitter'
this.name = 'characterTextSplitter'
this.type = 'CharacterTextSplitter'
this.icon = 'textsplitter.svg'
this.category = 'Text Splitters'
this.description = `splits only on one type of character (defaults to "\\n\\n").`
this.baseClasses = [this.type, ...getBaseClasses(CharacterTextSplitter)]
this.inputs = [
{
label: 'Separator',
name: 'separator',
type: 'string',
optional: true
},
{
label: 'Chunk Size',
name: 'chunkSize',
type: 'number',
default: 1000,
optional: true
},
{
label: 'Chunk Overlap',
name: 'chunkOverlap',
type: 'number',
optional: true
}
]
}
async init(nodeData: INodeData): Promise<any> {
const separator = nodeData.inputs?.separator as string
const chunkSize = nodeData.inputs?.chunkSize as string
const chunkOverlap = nodeData.inputs?.chunkOverlap as string
const obj = {} as CharacterTextSplitterParams
if (separator) obj.separator = separator
if (chunkSize) obj.chunkSize = parseInt(chunkSize, 10)
if (chunkOverlap) obj.chunkOverlap = parseInt(chunkOverlap, 10)
const splitter = new CharacterTextSplitter(obj)
return splitter
}
}
module.exports = { nodeClass: CharacterTextSplitter_TextSplitters }
@@ -0,0 +1,7 @@
<svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-abc" width="24" height="24" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round">
<path stroke="none" d="M0 0h24v24H0z" fill="none"></path>
<path d="M3 16v-6a2 2 0 1 1 4 0v6"></path>
<path d="M3 13h4"></path>
<path d="M10 8v6a2 2 0 1 0 4 0v-1a2 2 0 1 0 -4 0v1"></path>
<path d="M20.732 12a2 2 0 0 0 -3.732 1v1a2 2 0 0 0 3.726 1.01"></path>
</svg>

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@@ -0,0 +1,55 @@
import { INode, INodeData, INodeParams } from '../../../src/Interface'
import { getBaseClasses } from '../../../src/utils'
import { MarkdownTextSplitter, MarkdownTextSplitterParams } from 'langchain/text_splitter'
class MarkdownTextSplitter_TextSplitters implements INode {
label: string
name: string
description: string
type: string
icon: string
category: string
baseClasses: string[]
inputs: INodeParams[]
constructor() {
this.label = 'Markdown Text Splitter'
this.name = 'markdownTextSplitter'
this.type = 'MarkdownTextSplitter'
this.icon = 'markdownTextSplitter.svg'
this.category = 'Text Splitters'
this.description = `Split your content into documents based on the Markdown headers`
this.baseClasses = [this.type, ...getBaseClasses(MarkdownTextSplitter)]
this.inputs = [
{
label: 'Chunk Size',
name: 'chunkSize',
type: 'number',
default: 1000,
optional: true
},
{
label: 'Chunk Overlap',
name: 'chunkOverlap',
type: 'number',
optional: true
}
]
}
async init(nodeData: INodeData): Promise<any> {
const chunkSize = nodeData.inputs?.chunkSize as string
const chunkOverlap = nodeData.inputs?.chunkOverlap as string
const obj = {} as MarkdownTextSplitterParams
if (chunkSize) obj.chunkSize = parseInt(chunkSize, 10)
if (chunkOverlap) obj.chunkOverlap = parseInt(chunkOverlap, 10)
const splitter = new MarkdownTextSplitter(obj)
return splitter
}
}
module.exports = { nodeClass: MarkdownTextSplitter_TextSplitters }
@@ -0,0 +1,6 @@
<svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-markdown" width="24" height="24" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round">
<path stroke="none" d="M0 0h24v24H0z" fill="none"></path>
<path d="M3 5m0 2a2 2 0 0 1 2 -2h14a2 2 0 0 1 2 2v10a2 2 0 0 1 -2 2h-14a2 2 0 0 1 -2 -2z"></path>
<path d="M7 15v-6l2 2l2 -2v6"></path>
<path d="M14 13l2 2l2 -2m-2 2v-6"></path>
</svg>

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@@ -18,7 +18,7 @@ class RecursiveCharacterTextSplitter_TextSplitters implements INode {
this.type = 'RecursiveCharacterTextSplitter'
this.icon = 'textsplitter.svg'
this.category = 'Text Splitters'
this.description = `Split documents recursively by different characters - starting with "\n\n", then "\n", then " "`
this.description = `Split documents recursively by different characters - starting with "\\n\\n", then "\\n", then " "`
this.baseClasses = [this.type, ...getBaseClasses(RecursiveCharacterTextSplitter)]
this.inputs = [
{
@@ -0,0 +1,86 @@
import { INode, INodeData, INodeParams } from '../../../src/Interface'
import { getBaseClasses } from '../../../src/utils'
import { TokenTextSplitter, TokenTextSplitterParams } from 'langchain/text_splitter'
import { TiktokenEncoding } from '@dqbd/tiktoken'
class TokenTextSplitter_TextSplitters implements INode {
label: string
name: string
description: string
type: string
icon: string
category: string
baseClasses: string[]
inputs: INodeParams[]
constructor() {
this.label = 'Token Text Splitter'
this.name = 'tokenTextSplitter'
this.type = 'TokenTextSplitter'
this.icon = 'tiktoken.svg'
this.category = 'Text Splitters'
this.description = `Splits a raw text string by first converting the text into BPE tokens, then split these tokens into chunks and convert the tokens within a single chunk back into text.`
this.baseClasses = [this.type, ...getBaseClasses(TokenTextSplitter)]
this.inputs = [
{
label: 'Encoding Name',
name: 'encodingName',
type: 'options',
options: [
{
label: 'gpt2',
name: 'gpt2'
},
{
label: 'r50k_base',
name: 'r50k_base'
},
{
label: 'p50k_base',
name: 'p50k_base'
},
{
label: 'p50k_edit',
name: 'p50k_edit'
},
{
label: 'cl100k_base',
name: 'cl100k_base'
}
],
default: 'gpt2'
},
{
label: 'Chunk Size',
name: 'chunkSize',
type: 'number',
default: 1000,
optional: true
},
{
label: 'Chunk Overlap',
name: 'chunkOverlap',
type: 'number',
optional: true
}
]
}
async init(nodeData: INodeData): Promise<any> {
const encodingName = nodeData.inputs?.encodingName as string
const chunkSize = nodeData.inputs?.chunkSize as string
const chunkOverlap = nodeData.inputs?.chunkOverlap as string
const obj = {} as TokenTextSplitterParams
obj.encodingName = encodingName as TiktokenEncoding
if (chunkSize) obj.chunkSize = parseInt(chunkSize, 10)
if (chunkOverlap) obj.chunkOverlap = parseInt(chunkOverlap, 10)
const splitter = new TokenTextSplitter(obj)
return splitter
}
}
module.exports = { nodeClass: TokenTextSplitter_TextSplitters }
@@ -0,0 +1,7 @@
<svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-hourglass" width="24" height="24" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round">
<path stroke="none" d="M0 0h24v24H0z" fill="none"></path>
<path d="M6.5 7h11"></path>
<path d="M6.5 17h11"></path>
<path d="M6 20v-2a6 6 0 1 1 12 0v2a1 1 0 0 1 -1 1h-10a1 1 0 0 1 -1 -1z"></path>
<path d="M6 4v2a6 6 0 1 0 12 0v-2a1 1 0 0 0 -1 -1h-10a1 1 0 0 0 -1 1z"></path>
</svg>

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@@ -16,7 +16,7 @@
},
"license": "SEE LICENSE IN LICENSE.md",
"dependencies": {
"@dqbd/tiktoken": "^1.0.4",
"@dqbd/tiktoken": "^1.0.7",
"@huggingface/inference": "^1.6.3",
"@pinecone-database/pinecone": "^0.0.12",
"@supabase/supabase-js": "^2.21.0",