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Feature/Add Text Key to Pinecone (#2681) 

* add source tag to pinecone

* update pinecone

* add text key to pinecone

* update pinecone version, and singleton
pull/2682/head
Henry Heng 2024-06-19 21:10:09 +01:00 committed by GitHub
parent 1849637af8
commit b662dd79c6
No known key found for this signature in database
GPG Key ID: B5690EEEBB952194
3 changed files with 61 additions and 47 deletions
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50
packages/components/nodes/vectorstores/Pinecone/Pinecone.ts
View File

@ -1,5 +1,5 @@
import { flatten } from 'lodash'
import { Pinecone } from '@pinecone-database/pinecone'
import { flatten, isEqual } from 'lodash'
import { Pinecone, PineconeConfiguration } from '@pinecone-database/pinecone'
import { PineconeStoreParams, PineconeStore } from '@langchain/pinecone'
import { Embeddings } from '@langchain/core/embeddings'
import { Document } from '@langchain/core/documents'
@ -8,6 +8,23 @@ import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../
import { addMMRInputParams, resolveVectorStoreOrRetriever } from '../VectorStoreUtils'
import { index } from '../../../src/indexing'
let pineconeClientSingleton: Pinecone
let pineconeClientOption: PineconeConfiguration
const getPineconeClient = (option: PineconeConfiguration) => {
if (!pineconeClientSingleton) {
// if client doesn't exists
pineconeClientSingleton = new Pinecone(option)
pineconeClientOption = option
return pineconeClientSingleton
} else if (pineconeClientSingleton && !isEqual(option, pineconeClientOption)) {
// if client exists but option changed
pineconeClientSingleton = new Pinecone(option)
return pineconeClientSingleton
}
return pineconeClientSingleton
}
class Pinecone_VectorStores implements INode {
label: string
name: string
@ -25,7 +42,7 @@ class Pinecone_VectorStores implements INode {
constructor() {
this.label = 'Pinecone'
this.name = 'pinecone'
this.version = 3.0
this.version = 4.0
this.type = 'Pinecone'
this.icon = 'pinecone.svg'
this.category = 'Vector Stores'
@ -71,6 +88,15 @@ class Pinecone_VectorStores implements INode {
additionalParams: true,
optional: true
},
{
label: 'Pinecone Text Key',
name: 'pineconeTextKey',
description: 'The key in the metadata for storing text. Default to `text`',
type: 'string',
placeholder: 'text',
additionalParams: true,
optional: true
},
{
label: 'Pinecone Metadata Filter',
name: 'pineconeMetadataFilter',
@ -111,13 +137,12 @@ class Pinecone_VectorStores implements INode {
const docs = nodeData.inputs?.document as Document[]
const embeddings = nodeData.inputs?.embeddings as Embeddings
const recordManager = nodeData.inputs?.recordManager
const pineconeTextKey = nodeData.inputs?.pineconeTextKey as string
const credentialData = await getCredentialData(nodeData.credential ?? '', options)
const pineconeApiKey = getCredentialParam('pineconeApiKey', credentialData, nodeData)
const client = new Pinecone({
apiKey: pineconeApiKey
})
const client = getPineconeClient({ apiKey: pineconeApiKey })
const pineconeIndex = client.Index(_index)
@ -130,7 +155,8 @@ class Pinecone_VectorStores implements INode {
}
const obj: PineconeStoreParams = {
pineconeIndex
pineconeIndex,
textKey: pineconeTextKey ?? 'text'
}
if (pineconeNamespace) obj.namespace = pineconeNamespace
@ -166,20 +192,18 @@ class Pinecone_VectorStores implements INode {
const pineconeNamespace = nodeData.inputs?.pineconeNamespace as string
const pineconeMetadataFilter = nodeData.inputs?.pineconeMetadataFilter
const embeddings = nodeData.inputs?.embeddings as Embeddings
const pineconeTextKey = nodeData.inputs?.pineconeTextKey as string
const credentialData = await getCredentialData(nodeData.credential ?? '', options)
const pineconeApiKey = getCredentialParam('pineconeApiKey', credentialData, nodeData)
const client = new Pinecone({
apiKey: pineconeApiKey
})
await client.describeIndex(index)
const client = getPineconeClient({ apiKey: pineconeApiKey })
const pineconeIndex = client.Index(index)
const obj: PineconeStoreParams = {
pineconeIndex
pineconeIndex,
textKey: pineconeTextKey ?? 'text'
}
if (pineconeNamespace) obj.namespace = pineconeNamespace

2
packages/components/package.json
View File

@ -51,7 +51,7 @@
"@mistralai/mistralai": "0.1.3",
"@notionhq/client": "^2.2.8",
"@opensearch-project/opensearch": "^1.2.0",
"@pinecone-database/pinecone": "2.2.0",
"@pinecone-database/pinecone": "2.2.2",
"@qdrant/js-client-rest": "^1.2.2",
"@supabase/supabase-js": "^2.29.0",
"@types/js-yaml": "^4.0.5",

56
pnpm-lock.yaml
View File

@ -104,7 +104,7 @@ importers:
version: 8.12.2
'@getzep/zep-cloud':
specifier: npm:@getzep/zep-js@next
version: '@getzep/zep-js@2.0.0-rc.4(@langchain/core@0.1.63)(langchain@0.1.37(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-bedrock-runtime@3.422.0)(@aws-sdk/client-dynamodb@3.529.1)(@aws-sdk/client-s3@3.529.1)(@aws-sdk/credential-provider-node@3.529.1)(@datastax/astra-db-ts@0.1.4)(@elastic/elasticsearch@8.12.2)(@getzep/zep-js@0.9.0)(@gomomento/sdk-core@1.68.1)(@gomomento/sdk@1.68.1(encoding@0.1.13))(@google-ai/generativelanguage@0.2.1(encoding@0.1.13))(@huggingface/inference@2.6.4)(@notionhq/client@2.2.14(encoding@0.1.13))(@opensearch-project/opensearch@1.2.0)(@pinecone-database/pinecone@2.2.0)(@qdrant/js-client-rest@1.8.1(typescript@4.9.5))(@smithy/eventstream-codec@2.1.4)(@smithy/protocol-http@3.2.2)(@smithy/signature-v4@2.1.4)(@smithy/util-utf8@2.2.0)(@supabase/postgrest-js@1.9.2)(@supabase/supabase-js@2.39.8(bufferutil@4.0.8)(utf-8-validate@6.0.4))(@upstash/redis@1.22.1(encoding@0.1.13))(@upstash/vector@1.0.7)(@xenova/transformers@2.17.1)(@zilliz/milvus2-sdk-node@2.3.5)(apify-client@2.9.3)(assemblyai@4.3.2(bufferutil@4.0.8)(utf-8-validate@6.0.4))(axios@1.6.2)(cheerio@1.0.0-rc.12)(chromadb@1.8.1(@google/generative-ai@0.7.0)(cohere-ai@6.2.2)(encoding@0.1.13)(openai@4.38.3(encoding@0.1.13)))(cohere-ai@6.2.2)(couchbase@4.3.1)(d3-dsv@2.0.0)(encoding@0.1.13)(faiss-node@0.5.1)(fast-xml-parser@4.3.5)(google-auth-library@9.6.3(encoding@0.1.13))(html-to-text@9.0.5)(ignore@5.3.1)(ioredis@5.3.2)(jsdom@22.1.0(bufferutil@4.0.8)(canvas@2.11.2(encoding@0.1.13))(utf-8-validate@6.0.4))(lodash@4.17.21)(lunary@0.6.16(openai@4.38.3(encoding@0.1.13))(react@18.2.0))(mammoth@1.7.0)(mongodb@6.3.0(gcp-metadata@6.1.0(encoding@0.1.13))(socks@2.8.1))(mysql2@3.9.2)(notion-to-md@3.1.1(encoding@0.1.13))(pdf-parse@1.1.1)(pg@8.11.3)(playwright@1.42.1)(portkey-ai@0.1.16)(puppeteer@20.9.0(bufferutil@4.0.8)(encoding@0.1.13)(typescript@4.9.5)(utf-8-validate@6.0.4))(pyodide@0.25.0(bufferutil@4.0.8)(utf-8-validate@6.0.4))(redis@4.6.13)(replicate@0.18.1)(srt-parser-2@1.2.3)(typeorm@0.3.20(ioredis@5.3.2)(mongodb@6.3.0(gcp-metadata@6.1.0(encoding@0.1.13))(socks@2.8.1))(mysql2@3.9.2)(pg@8.11.3)(redis@4.6.13)(sqlite3@5.1.7)(ts-node@10.9.2(@swc/core@1.4.6)(@types/node@20.12.12)(typescript@4.9.5)))(weaviate-ts-client@1.6.0(encoding@0.1.13)(graphql@16.8.1))(ws@8.16.0(bufferutil@4.0.8)(utf-8-validate@6.0.4)))'
version: '@getzep/zep-js@2.0.0-rc.4(@langchain/core@0.1.63)(langchain@0.1.37(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-bedrock-runtime@3.422.0)(@aws-sdk/client-dynamodb@3.529.1)(@aws-sdk/client-s3@3.529.1)(@aws-sdk/credential-provider-node@3.529.1)(@datastax/astra-db-ts@0.1.4)(@elastic/elasticsearch@8.12.2)(@getzep/zep-js@0.9.0)(@gomomento/sdk-core@1.68.1)(@gomomento/sdk@1.68.1(encoding@0.1.13))(@google-ai/generativelanguage@0.2.1(encoding@0.1.13))(@huggingface/inference@2.6.4)(@notionhq/client@2.2.14(encoding@0.1.13))(@opensearch-project/opensearch@1.2.0)(@pinecone-database/pinecone@2.2.2)(@qdrant/js-client-rest@1.8.1(typescript@4.9.5))(@smithy/eventstream-codec@2.1.4)(@smithy/protocol-http@3.2.2)(@smithy/signature-v4@2.1.4)(@smithy/util-utf8@2.2.0)(@supabase/postgrest-js@1.9.2)(@supabase/supabase-js@2.39.8(bufferutil@4.0.8)(utf-8-validate@6.0.4))(@upstash/redis@1.22.1(encoding@0.1.13))(@upstash/vector@1.0.7)(@xenova/transformers@2.17.1)(@zilliz/milvus2-sdk-node@2.3.5)(apify-client@2.9.3)(assemblyai@4.3.2(bufferutil@4.0.8)(utf-8-validate@6.0.4))(axios@1.6.2)(cheerio@1.0.0-rc.12)(chromadb@1.8.1(@google/generative-ai@0.7.0)(cohere-ai@6.2.2)(encoding@0.1.13)(openai@4.38.3(encoding@0.1.13)))(cohere-ai@6.2.2)(couchbase@4.3.1)(d3-dsv@2.0.0)(encoding@0.1.13)(faiss-node@0.5.1)(fast-xml-parser@4.3.5)(google-auth-library@9.6.3(encoding@0.1.13))(html-to-text@9.0.5)(ignore@5.3.1)(ioredis@5.3.2)(jsdom@22.1.0(bufferutil@4.0.8)(canvas@2.11.2(encoding@0.1.13))(utf-8-validate@6.0.4))(lodash@4.17.21)(lunary@0.6.16(openai@4.38.3(encoding@0.1.13))(react@18.2.0))(mammoth@1.7.0)(mongodb@6.3.0(gcp-metadata@6.1.0(encoding@0.1.13))(socks@2.8.1))(mysql2@3.9.2)(notion-to-md@3.1.1(encoding@0.1.13))(pdf-parse@1.1.1)(pg@8.11.3)(playwright@1.42.1)(portkey-ai@0.1.16)(puppeteer@20.9.0(bufferutil@4.0.8)(encoding@0.1.13)(typescript@4.9.5)(utf-8-validate@6.0.4))(pyodide@0.25.0(bufferutil@4.0.8)(utf-8-validate@6.0.4))(redis@4.6.13)(replicate@0.18.1)(srt-parser-2@1.2.3)(typeorm@0.3.20(ioredis@5.3.2)(mongodb@6.3.0(gcp-metadata@6.1.0(encoding@0.1.13))(socks@2.8.1))(mysql2@3.9.2)(pg@8.11.3)(redis@4.6.13)(sqlite3@5.1.7)(ts-node@10.9.2(@swc/core@1.4.6)(@types/node@20.12.12)(typescript@4.9.5)))(weaviate-ts-client@1.6.0(encoding@0.1.13)(graphql@16.8.1))(ws@8.16.0(bufferutil@4.0.8)(utf-8-validate@6.0.4)))'
'@getzep/zep-js':
specifier: ^0.9.0
version: 0.9.0
@ -131,7 +131,7 @@ importers:
version: 0.0.7(encoding@0.1.13)
'@langchain/community':
specifier: ^0.0.43
version: 0.0.43(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-bedrock-runtime@3.422.0)(@aws-sdk/client-dynamodb@3.529.1)(@aws-sdk/credential-provider-node@3.529.1)(@datastax/astra-db-ts@0.1.4)(@elastic/elasticsearch@8.12.2)(@getzep/zep-js@0.9.0)(@gomomento/sdk-core@1.68.1)(@gomomento/sdk@1.68.1(encoding@0.1.13))(@google-ai/generativelanguage@0.2.1(encoding@0.1.13))(@huggingface/inference@2.6.4)(@opensearch-project/opensearch@1.2.0)(@pinecone-database/pinecone@2.2.0)(@qdrant/js-client-rest@1.8.1(typescript@4.9.5))(@smithy/eventstream-codec@2.1.4)(@smithy/protocol-http@3.2.2)(@smithy/signature-v4@2.1.4)(@smithy/util-utf8@2.2.0)(@supabase/postgrest-js@1.9.2)(@supabase/supabase-js@2.39.8(bufferutil@4.0.8)(utf-8-validate@6.0.4))(@upstash/redis@1.22.1(encoding@0.1.13))(@upstash/vector@1.0.7)(@xenova/transformers@2.17.1)(@zilliz/milvus2-sdk-node@2.3.5)(chromadb@1.8.1(@google/generative-ai@0.7.0)(cohere-ai@6.2.2)(encoding@0.1.13)(openai@4.38.3(encoding@0.1.13)))(cohere-ai@6.2.2)(couchbase@4.3.1)(encoding@0.1.13)(faiss-node@0.5.1)(google-auth-library@9.6.3(encoding@0.1.13))(html-to-text@9.0.5)(ioredis@5.3.2)(jsdom@22.1.0(bufferutil@4.0.8)(canvas@2.11.2(encoding@0.1.13))(utf-8-validate@6.0.4))(lodash@4.17.21)(lunary@0.6.16(openai@4.38.3(encoding@0.1.13))(react@18.2.0))(mongodb@6.3.0(gcp-metadata@6.1.0(encoding@0.1.13))(socks@2.8.1))(mysql2@3.9.2)(pg@8.11.3)(portkey-ai@0.1.16)(redis@4.6.13)(replicate@0.18.1)(typeorm@0.3.20(ioredis@5.3.2)(mongodb@6.3.0(gcp-metadata@6.1.0(encoding@0.1.13))(socks@2.8.1))(mysql2@3.9.2)(pg@8.11.3)(redis@4.6.13)(sqlite3@5.1.7)(ts-node@10.9.2(@swc/core@1.4.6)(@types/node@20.12.12)(typescript@4.9.5)))(weaviate-ts-client@1.6.0(encoding@0.1.13)(graphql@16.8.1))(ws@8.16.0(bufferutil@4.0.8)(utf-8-validate@6.0.4))
version: 0.0.43(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-bedrock-runtime@3.422.0)(@aws-sdk/client-dynamodb@3.529.1)(@aws-sdk/credential-provider-node@3.529.1)(@datastax/astra-db-ts@0.1.4)(@elastic/elasticsearch@8.12.2)(@getzep/zep-js@0.9.0)(@gomomento/sdk-core@1.68.1)(@gomomento/sdk@1.68.1(encoding@0.1.13))(@google-ai/generativelanguage@0.2.1(encoding@0.1.13))(@huggingface/inference@2.6.4)(@opensearch-project/opensearch@1.2.0)(@pinecone-database/pinecone@2.2.2)(@qdrant/js-client-rest@1.8.1(typescript@4.9.5))(@smithy/eventstream-codec@2.1.4)(@smithy/protocol-http@3.2.2)(@smithy/signature-v4@2.1.4)(@smithy/util-utf8@2.2.0)(@supabase/postgrest-js@1.9.2)(@supabase/supabase-js@2.39.8(bufferutil@4.0.8)(utf-8-validate@6.0.4))(@upstash/redis@1.22.1(encoding@0.1.13))(@upstash/vector@1.0.7)(@xenova/transformers@2.17.1)(@zilliz/milvus2-sdk-node@2.3.5)(chromadb@1.8.1(@google/generative-ai@0.7.0)(cohere-ai@6.2.2)(encoding@0.1.13)(openai@4.38.3(encoding@0.1.13)))(cohere-ai@6.2.2)(couchbase@4.3.1)(encoding@0.1.13)(faiss-node@0.5.1)(google-auth-library@9.6.3(encoding@0.1.13))(html-to-text@9.0.5)(ioredis@5.3.2)(jsdom@22.1.0(bufferutil@4.0.8)(canvas@2.11.2(encoding@0.1.13))(utf-8-validate@6.0.4))(lodash@4.17.21)(lunary@0.6.16(openai@4.38.3(encoding@0.1.13))(react@18.2.0))(mongodb@6.3.0(gcp-metadata@6.1.0(encoding@0.1.13))(socks@2.8.1))(mysql2@3.9.2)(pg@8.11.3)(portkey-ai@0.1.16)(redis@4.6.13)(replicate@0.18.1)(typeorm@0.3.20(ioredis@5.3.2)(mongodb@6.3.0(gcp-metadata@6.1.0(encoding@0.1.13))(socks@2.8.1))(mysql2@3.9.2)(pg@8.11.3)(redis@4.6.13)(sqlite3@5.1.7)(ts-node@10.9.2(@swc/core@1.4.6)(@types/node@20.12.12)(typescript@4.9.5)))(weaviate-ts-client@1.6.0(encoding@0.1.13)(graphql@16.8.1))(ws@8.16.0(bufferutil@4.0.8)(utf-8-validate@6.0.4))
'@langchain/core':
specifier: ^0.1.63
version: 0.1.63
@ -175,8 +175,8 @@ importers:
specifier: ^1.2.0
version: 1.2.0
'@pinecone-database/pinecone':
specifier: 2.2.0
version: 2.2.0
specifier: 2.2.2
version: 2.2.2
'@qdrant/js-client-rest':
specifier: ^1.2.2
version: 1.8.1(typescript@4.9.5)
@ -263,13 +263,13 @@ importers:
version: 5.0.1
langchain:
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langsmith:
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version: 0.1.6
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resolution: { integrity: sha512-/Ri4xDDpe12NT6Ex/DRgHzLlobiQXEW/hmG08w1wj/YU7hLemk97c+zHQFp0iZQ9r7YqgLEXZR2sls4HxBf9NA== }
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engines: { node: '>=14.0.0' }
'@pkgjs/parseargs@0.11.0':
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ajv@8.13.0:
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@ -19260,14 +19257,14 @@ snapshots:
semver: 7.6.0
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dependencies:
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langfuse: 3.3.4
langfuse-core: 3.3.4
@ -29332,7 +29322,7 @@ snapshots:
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'@mistralai/mistralai': 0.2.0(encoding@0.1.13)
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'@pinecone-database/pinecone': 2.2.0
'@pinecone-database/pinecone': 2.2.2
'@qdrant/js-client-rest': 1.9.0(typescript@4.9.5)
'@types/lodash': 4.17.4
'@types/papaparse': 5.3.14