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Feature/add ability to upload file from chat (#3059)

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add ability to upload file from chat
This commit is contained in:
Henry Heng
2024-08-25 13:22:48 +01:00
committed by GitHub
parent e8f5f07735
commit 66acd0c000
37 changed files with 1111 additions and 259 deletions
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packages/components/nodes/vectorstores/Pinecone/Pinecone.ts
+28 -3
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@@ -5,8 +5,8 @@ import { Embeddings } from '@langchain/core/embeddings'
import { Document } from '@langchain/core/documents'
import { VectorStore } from '@langchain/core/vectorstores'
import { ICommonObject, INode, INodeData, INodeOutputsValue, INodeParams, IndexingResult } from '../../../src/Interface'
import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
import { addMMRInputParams, resolveVectorStoreOrRetriever } from '../VectorStoreUtils'
import { FLOWISE_CHATID, getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
import { addMMRInputParams, howToUseFileUpload, resolveVectorStoreOrRetriever } from '../VectorStoreUtils'
import { index } from '../../../src/indexing'
let pineconeClientSingleton: Pinecone
@@ -43,7 +43,7 @@ class Pinecone_VectorStores implements INode {
constructor() {
this.label = 'Pinecone'
this.name = 'pinecone'
this.version = 4.0
this.version = 5.0
this.type = 'Pinecone'
this.icon = 'pinecone.svg'
this.category = 'Vector Stores'
@@ -88,6 +88,18 @@ class Pinecone_VectorStores implements INode {
additionalParams: true,
optional: true
},
{
label: 'File Upload',
name: 'fileUpload',
description: 'Allow file upload on the chat',
hint: {
label: 'How to use',
value: howToUseFileUpload
},
type: 'boolean',
additionalParams: true,
optional: true
},
{
label: 'Pinecone Text Key',
name: 'pineconeTextKey',
@@ -138,6 +150,7 @@ class Pinecone_VectorStores implements INode {
const embeddings = nodeData.inputs?.embeddings as Embeddings
const recordManager = nodeData.inputs?.recordManager
const pineconeTextKey = nodeData.inputs?.pineconeTextKey as string
const isFileUploadEnabled = nodeData.inputs?.fileUpload as boolean
const credentialData = await getCredentialData(nodeData.credential ?? '', options)
const pineconeApiKey = getCredentialParam('pineconeApiKey', credentialData, nodeData)
@@ -150,6 +163,9 @@ class Pinecone_VectorStores implements INode {
const finalDocs = []
for (let i = 0; i < flattenDocs.length; i += 1) {
if (flattenDocs[i] && flattenDocs[i].pageContent) {
if (isFileUploadEnabled && options.chatId) {
flattenDocs[i].metadata = { ...flattenDocs[i].metadata, [FLOWISE_CHATID]: options.chatId }
}
finalDocs.push(new Document(flattenDocs[i]))
}
}
@@ -232,6 +248,7 @@ class Pinecone_VectorStores implements INode {
const pineconeMetadataFilter = nodeData.inputs?.pineconeMetadataFilter
const embeddings = nodeData.inputs?.embeddings as Embeddings
const pineconeTextKey = nodeData.inputs?.pineconeTextKey as string
const isFileUploadEnabled = nodeData.inputs?.fileUpload as boolean
const credentialData = await getCredentialData(nodeData.credential ?? '', options)
const pineconeApiKey = getCredentialParam('pineconeApiKey', credentialData, nodeData)
@@ -250,6 +267,14 @@ class Pinecone_VectorStores implements INode {
const metadatafilter = typeof pineconeMetadataFilter === 'object' ? pineconeMetadataFilter : JSON.parse(pineconeMetadataFilter)
obj.filter = metadatafilter
}
if (isFileUploadEnabled && options.chatId) {
obj.filter = obj.filter || {}
obj.filter.$or = [
...(obj.filter.$or || []),
{ [FLOWISE_CHATID]: { $eq: options.chatId } },
{ [FLOWISE_CHATID]: { $exists: false } }
]
}
const vectorStore = (await PineconeStore.fromExistingIndex(embeddings, obj)) as unknown as VectorStore