Files
Flowise/packages/components/nodes/documentloaders/DocumentStore/DocStoreLoader.ts
T
Vinod Kiran 40e36d1b39 Feature/DocumentStore (#2106)
* datasource: initial commit

* datasource: datasource details and chunks

* datasource: Document Store Node

* more changes

* Document Store - Base functionality

* Document Store Loader Component

* Document Store Loader Component

* before merging the modularity PR

* after merging the modularity PR

* preview mode

* initial draft PR

* fixes

* minor updates and  fixes

* preview with loader and splitter

* preview with credential

* show stored chunks

* preview update...

* edit config

* save, preview and other changes

* save, preview and other changes

* save, process and other changes

* save, process and other changes

* alpha1 - for internal testing

* rerouting urls

* bug fix on new leader create

* pagination support for chunks

* delete document store

* Update pnpm-lock.yaml

* doc store card view

* Update store files to use updated storage functions, Document Store Table View and other changes

* ui changes

* add expanded chunk dialog, improve ui

* change throw Error to InternalError

* Bug Fixes and removal of subFolder, adding of view chunks for store

* lint fixes

* merge changes

* DocumentStoreStatus component

* ui changes for doc store

* add remove metadata key field, add custom document loader

* add chatflows used doc store chips

* add types/interfaces to DocumentStore Services

* document loader list dialog title bar color change

* update interfaces

* Whereused Chatflow Name and Added chunkNo to retain order of created chunks.

* use typeorm order chunkNo, ui changes

---------

Co-authored-by: Henry <hzj94@hotmail.com>
Co-authored-by: Henry Heng <henryheng@flowiseai.com>
2024-05-06 15:23:27 +01:00

96 lines
3.3 KiB
TypeScript

import { ICommonObject, IDatabaseEntity, INode, INodeData, INodeOptionsValue, INodeOutputsValue, INodeParams } from '../../../src/Interface'
import { DataSource } from 'typeorm'
import { Document } from '@langchain/core/documents'
class DocStore_DocumentLoaders implements INode {
label: string
name: string
version: number
description: string
type: string
icon: string
category: string
baseClasses: string[]
inputs: INodeParams[]
outputs: INodeOutputsValue[]
badge: string
constructor() {
this.label = 'Document Store'
this.name = 'documentStore'
this.version = 1.0
this.type = 'Document'
this.icon = 'dstore.svg'
this.badge = 'NEW'
this.category = 'Document Loaders'
this.description = `Load data from pre-configured document stores`
this.baseClasses = [this.type]
this.inputs = [
{
label: 'Select Store',
name: 'selectedStore',
type: 'asyncOptions',
loadMethod: 'listStores'
}
]
this.outputs = [
{
label: 'Document',
name: 'document',
description: 'Array of document objects containing metadata and pageContent',
baseClasses: [...this.baseClasses, 'json']
},
{
label: 'Text',
name: 'text',
description: 'Concatenated string from pageContent of documents',
baseClasses: ['string', 'json']
}
]
}
//@ts-ignore
loadMethods = {
async listStores(_: INodeData, options: ICommonObject): Promise<INodeOptionsValue[]> {
const returnData: INodeOptionsValue[] = []
const appDataSource = options.appDataSource as DataSource
const databaseEntities = options.databaseEntities as IDatabaseEntity
if (appDataSource === undefined || !appDataSource) {
return returnData
}
const stores = await appDataSource.getRepository(databaseEntities['DocumentStore']).find()
for (const store of stores) {
if (store.status === 'SYNC') {
const obj = {
name: store.id,
label: store.name,
description: store.description
}
returnData.push(obj)
}
}
return returnData
}
}
async init(nodeData: INodeData, _: string, options: ICommonObject): Promise<any> {
const selectedStore = nodeData.inputs?.selectedStore as string
const appDataSource = options.appDataSource as DataSource
const databaseEntities = options.databaseEntities as IDatabaseEntity
const chunks = await appDataSource
.getRepository(databaseEntities['DocumentStoreFileChunk'])
.find({ where: { storeId: selectedStore } })
const finalDocs = []
for (const chunk of chunks) {
finalDocs.push(new Document({ pageContent: chunk.pageContent, metadata: JSON.parse(chunk.metadata) }))
}
return finalDocs
}
}
module.exports = { nodeClass: DocStore_DocumentLoaders }