Br1 This workflow corresponds to n8n.io template #8445 — we link there as the canonical source.
This workflow follows the Airtable → HTTP Request recipe pattern — see all workflows that pair these two integrations.
The workflow JSON
Copy or download the full n8n JSON below. Paste it into a new n8n workflow, add your credentials, activate. Full import guide →
{
"id": "70nCcZ6MOikosz1s",
"name": "My workflow",
"tags": [],
"nodes": [
{
"id": "9dea6e2b-c029-480c-96a6-d274b8fcb835",
"name": "Parameters",
"type": "n8n-nodes-base.set",
"position": [
1168,
176
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "abbf5e04-4ba0-4178-8bbd-acba3ce456a8",
"name": "sourceIndex",
"type": "string",
"value": "https://<your_pinecone_source_index>"
},
{
"id": "3fc450b0-1d66-4c03-80c4-b20751d5fede",
"name": "sourceNamespace",
"type": "string",
"value": "<your_pinecone_namespace>"
},
{
"id": "493093cb-ab83-4a8d-88ad-3c6064b5a877",
"name": "batchLimit",
"type": "string",
"value": "100"
},
{
"id": "8d916161-130f-47d1-bffe-c6c62c13affd",
"name": "targetCollection",
"type": "string",
"value": "<your_weaviate_target_collection>"
},
{
"id": "3fd34e4b-fe97-4c3d-835f-a6f40d02c104",
"name": "weaviateCluster",
"type": "string",
"value": "https://<your_weaviate_cluster_REST>"
}
]
},
"includeOtherFields": true
},
"typeVersion": 3.4
},
{
"id": "d2bf3d80-dc9a-4f10-9046-ad053472a551",
"name": "Get Next Page Token",
"type": "n8n-nodes-base.airtable",
"position": [
1392,
176
],
"parameters": {
"base": {
"__rl": true,
"mode": "list",
"value": "app4dxOyxKbkYOFfL",
"cachedResultUrl": "https://airtable.com/app4dxOyxKbkYOFfL",
"cachedResultName": "Cycle"
},
"table": {
"__rl": true,
"mode": "list",
"value": "tblIBrPDIVMwtUMJr",
"cachedResultUrl": "https://airtable.com/app4dxOyxKbkYOFfL/tblIBrPDIVMwtUMJr",
"cachedResultName": "NextPage"
},
"options": {},
"operation": "search",
"returnAll": false,
"filterByFormula": "{Number} = 0 "
},
"executeOnce": true,
"typeVersion": 2.1
},
{
"id": "1da994c9-ff3d-40dd-89c4-cb1cb0cd2b6a",
"name": "Migration completed",
"type": "n8n-nodes-base.noOp",
"position": [
1936,
576
],
"parameters": {},
"typeVersion": 1
},
{
"id": "68919d6c-8cc7-4475-8be0-6260edf5199b",
"name": "Sticky Note",
"type": "n8n-nodes-base.stickyNote",
"position": [
0,
0
],
"parameters": {
"width": 784,
"height": 464,
"content": "## Tool for Transferring an Index from Pinecone to Weaviate\n\nThis tool allows you to migrate vector data from a Pinecone index into a Weaviate class.\n\n**Parameters**\n\nThe following parameters must be provided:\n\n- Source index URL \u2013 the endpoint of the Pinecone index.\n- Source namespace \u2013 the namespace within the Pinecone index.\n- Read limit \u2013 maximum number of vectors retrieved per request (Pinecone supports up to 100).\n- Target collection name \u2013 the name of the Weaviate class where the vectors will be stored.\n- Weaviate Cluster name - the Weaviate Cluster REST Endpoint\n\n**Process**\n\n- Vector retrieval from Pinecone is paginated.\n- Next page token is stored and updated in an Airtable table with 2 columns (Name, Number)\n- The Airtable table must be initialized with the record (INIT,0).\n- When the page token is null, no further IDs are retrieved, and the process stops.\n\n"
},
"typeVersion": 1
},
{
"id": "18bb5baa-0054-40bd-97ba-578516c0b602",
"name": "Schedule Trigger",
"type": "n8n-nodes-base.scheduleTrigger",
"position": [
976,
176
],
"parameters": {
"rule": {
"interval": [
{
"field": "seconds",
"secondsInterval": 15
}
]
}
},
"typeVersion": 1.2
},
{
"id": "b0be1637-f09a-4798-a83a-d2c37f0b8a04",
"name": "Sticky Note2",
"type": "n8n-nodes-base.stickyNote",
"position": [
1888,
64
],
"parameters": {
"width": 2176,
"height": 432,
"content": "## Iterations\n"
},
"typeVersion": 1
},
{
"id": "bb45d339-53dd-4abb-8e2b-9340d8d3220c",
"name": "Sticky Note3",
"type": "n8n-nodes-base.stickyNote",
"position": [
1888,
528
],
"parameters": {
"color": 3,
"width": 400,
"height": 256,
"content": "## Migration Completed\n"
},
"typeVersion": 1
},
{
"id": "499564f0-4434-481a-9339-72e88b30eb7c",
"name": "Save Next Page Token",
"type": "n8n-nodes-base.airtable",
"position": [
2688,
144
],
"parameters": {
"base": {
"__rl": true,
"mode": "list",
"value": "app4dxOyxKbkYOFfL",
"cachedResultUrl": "https://airtable.com/app4dxOyxKbkYOFfL",
"cachedResultName": "Cycle"
},
"table": {
"__rl": true,
"mode": "list",
"value": "tblIBrPDIVMwtUMJr",
"cachedResultUrl": "https://airtable.com/app4dxOyxKbkYOFfL/tblIBrPDIVMwtUMJr",
"cachedResultName": "NextPage"
},
"columns": {
"value": {
"Name": "={{ $json.pagination.next ?? ''}} ",
"Number": "=0"
},
"schema": [
{
"id": "id",
"type": "string",
"display": true,
"removed": false,
"readOnly": true,
"required": false,
"displayName": "id",
"defaultMatch": true
},
{
"id": "Name",
"type": "string",
"display": true,
"removed": false,
"readOnly": false,
"required": false,
"displayName": "Name",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Number",
"type": "number",
"display": true,
"removed": false,
"readOnly": false,
"required": false,
"displayName": "Number",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"Number"
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "upsert"
},
"executeOnce": true,
"typeVersion": 2.1
},
{
"id": "bcbd68d4-9c07-491d-ad8e-a67ae2381488",
"name": "Prepare Fetch Body",
"type": "n8n-nodes-base.code",
"position": [
3136,
144
],
"parameters": {
"jsCode": "// Gestisci sia array che singoli oggetti\nlet input = $input.first().json;\n\n// Debug iniziale\nconsole.log(\"Input raw:\", JSON.stringify(input, null, 2));\n\n// Se l'input \u00e8 un array, prendi il primo elemento\nif (Array.isArray(input)) {\n console.log(\"Input \u00e8 un array, prendo il primo elemento\");\n input = input[0];\n}\n\n// Verifica che vectors esista ed \u00e8 un array\nif (!input.vectors || !Array.isArray(input.vectors)) {\n console.error(\"Struttura input:\", {\n hasVectors: input.hasOwnProperty('vectors'),\n vectorsType: typeof input.vectors,\n keys: Object.keys(input)\n });\n throw new Error(`Il campo 'vectors' \u00e8 mancante o non \u00e8 un array. Input ricevuto: ${JSON.stringify(input, null, 2)}`);\n}\n\n// Verifica che ci siano vettori\nif (input.vectors.length === 0) {\n throw new Error(\"L'array 'vectors' \u00e8 vuoto.\");\n}\n\n// Estrai gli ID\nconst ids = input.vectors.map(vector => vector.id);\n\n// Restituisci l'oggetto per il fetch\nreturn [{\n ids: ids,\n namespace: input.namespace || \"jira\",\n}];\n\n\n\n\n\n\n"
},
"typeVersion": 2
},
{
"id": "3223964e-0677-4b19-8062-73656690f678",
"name": "Fetch Vectors",
"type": "n8n-nodes-base.httpRequest",
"position": [
3360,
144
],
"parameters": {
"url": "={{ $('Parameters').item.json.sourceIndex }}/vectors/fetch",
"options": {
"response": {
"response": {}
}
},
"jsonBody": "={\n \"ids\": {{ JSON.stringify($json.ids) }},\n \"namespace\": \"{{ $json.namespace }}\",\n \"include_values\": true,\n \"include_metadata\": true\n}",
"sendBody": true,
"sendHeaders": true,
"specifyBody": "json",
"authentication": "predefinedCredentialType",
"headerParameters": {
"parameters": [
{
"name": "Content-Type",
"value": "application/json"
}
]
},
"nodeCredentialType": "pineconeApi"
},
"typeVersion": 4.2
},
{
"id": "771a089c-f40e-48d1-8cd4-b5b1fa86f673",
"name": "Format2Weaviate",
"type": "n8n-nodes-base.code",
"position": [
3568,
144
],
"parameters": {
"jsCode": "const vectors = items[0].json.vectors;\nconst targetClass = $('Parameters').first().json.targetCollection\n\nreturn Object.entries(vectors).map(([key, vectorObj]) => {\n const { id, values, metadata } = vectorObj;\n\n return {\n json: {\n class: targetClass,\n id: id,\n vector: values,\n properties: {\n issue_customer: metadata.issue_customer,\n issue_id: metadata.issue_id,\n issue_key: metadata.issue_key,\n summary: metadata.summary,\n text: metadata.text,\n triage: metadata.triage\n }\n }\n };\n});"
},
"typeVersion": 2
},
{
"id": "b2e15a06-9fef-4b9f-a6fe-e91bb7cfbef7",
"name": "LoadWeAviate",
"type": "n8n-nodes-base.httpRequest",
"position": [
3776,
144
],
"parameters": {
"url": "=https://{{ $('Parameters').item.json.weaviateCluster }}/v1/objects",
"method": "POST",
"options": {},
"jsonBody": "={{ $json}}",
"sendBody": true,
"specifyBody": "json",
"authentication": "genericCredentialType",
"genericAuthType": "httpBearerAuth"
},
"typeVersion": 4.2
},
{
"id": "80926411-9cc2-4c66-9545-e2da375718f1",
"name": "First Iteration?",
"type": "n8n-nodes-base.if",
"position": [
1952,
160
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "bc83b99c-17d5-4530-8e2a-6400681aa388",
"operator": {
"type": "string",
"operation": "equals"
},
"leftValue": "={{ $json.Name.trim() }}",
"rightValue": "INIT"
}
]
}
},
"typeVersion": 2.2
},
{
"id": "b0df747c-4e63-4234-a93a-45423a1c126e",
"name": "Get Record First Page",
"type": "n8n-nodes-base.httpRequest",
"position": [
2336,
144
],
"parameters": {
"url": "={{ $('Parameters').item.json.sourceIndex }}/vectors/list",
"options": {},
"sendQuery": true,
"sendHeaders": true,
"authentication": "predefinedCredentialType",
"queryParameters": {
"parameters": [
{
"name": "namespace",
"value": "={{ $('Parameters').last().json.sourceNamespace }}"
},
{
"name": "limit",
"value": "={{ $('Parameters').item.json.batchLimit }}"
}
]
},
"headerParameters": {
"parameters": [
{
"name": "Content-Type",
"value": "application/json"
}
]
},
"nodeCredentialType": "pineconeApi"
},
"typeVersion": 4.2
},
{
"id": "8161d3c2-8154-471b-a966-0d8a1b037d5e",
"name": "Get Record Next Page",
"type": "n8n-nodes-base.httpRequest",
"position": [
2336,
320
],
"parameters": {
"url": "={{ $('Parameters').item.json.sourceIndex }}/vectors/list",
"options": {},
"sendQuery": true,
"sendHeaders": true,
"authentication": "predefinedCredentialType",
"queryParameters": {
"parameters": [
{
"name": "namespace",
"value": "={{ $('Parameters').last().json.sourceNamespace }}"
},
{
"name": "limit",
"value": "={{ $('Parameters').item.json.batchLimit }}"
},
{
"name": "pagination_token",
"value": "={{ $json.Name.trim() }}"
}
]
},
"headerParameters": {
"parameters": [
{
"name": "Content-Type",
"value": "application/json"
}
]
},
"nodeCredentialType": "pineconeApi"
},
"typeVersion": 4.2
},
{
"id": "d97df28a-cb8b-40f5-b942-43357d0ab127",
"name": "Select Ids",
"type": "n8n-nodes-base.set",
"position": [
2928,
144
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "dbafca81-5ccb-441c-ab6f-3dbf193c8bb6",
"name": "vectors",
"type": "array",
"value": "={{ $('Get Record First Page').item.json.vectors }}"
},
{
"id": "4b2a121c-3afe-42c9-950b-70bef453644d",
"name": "namespace",
"type": "string",
"value": "={{ $('Get Record First Page').item.json.namespace }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "22b96d41-2557-4b8c-a2eb-08696cd786d4",
"name": "Select Ids1",
"type": "n8n-nodes-base.set",
"position": [
2928,
320
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "dbafca81-5ccb-441c-ab6f-3dbf193c8bb6",
"name": "vectors",
"type": "array",
"value": "={{ $('Get Record Next Page').item.json.vectors }}"
},
{
"id": "4b2a121c-3afe-42c9-950b-70bef453644d",
"name": "namespace",
"type": "string",
"value": "={{ $('Get Record Next Page').item.json.namespace }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "88b3ec21-dd1d-4743-a3bb-fc9fa66a6562",
"name": "Save Next Page Token1",
"type": "n8n-nodes-base.airtable",
"position": [
2688,
320
],
"parameters": {
"base": {
"__rl": true,
"mode": "list",
"value": "app4dxOyxKbkYOFfL",
"cachedResultUrl": "https://airtable.com/app4dxOyxKbkYOFfL",
"cachedResultName": "Cycle"
},
"table": {
"__rl": true,
"mode": "list",
"value": "tblIBrPDIVMwtUMJr",
"cachedResultUrl": "https://airtable.com/app4dxOyxKbkYOFfL/tblIBrPDIVMwtUMJr",
"cachedResultName": "NextPage"
},
"columns": {
"value": {
"Name": "={{ $json.pagination.next ?? ''}} ",
"Number": "=0"
},
"schema": [
{
"id": "id",
"type": "string",
"display": true,
"removed": false,
"readOnly": true,
"required": false,
"displayName": "id",
"defaultMatch": true
},
{
"id": "Name",
"type": "string",
"display": true,
"removed": false,
"readOnly": false,
"required": false,
"displayName": "Name",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "Number",
"type": "number",
"display": true,
"removed": false,
"readOnly": false,
"required": false,
"displayName": "Number",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"Number"
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "upsert"
},
"executeOnce": true,
"typeVersion": 2.1
},
{
"id": "f95c699a-89fb-4a28-b35f-ed9c4485fed2",
"name": "Is Next Pagination Token null?",
"type": "n8n-nodes-base.if",
"position": [
1600,
176
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "6a5dea40-2fdc-4b8e-8771-aded6ff36d59",
"operator": {
"type": "number",
"operation": "gt"
},
"leftValue": "={{ $json.Name.trim().length }}",
"rightValue": 0
}
]
}
},
"typeVersion": 2.2
}
],
"active": false,
"settings": {
"executionOrder": "v1"
},
"versionId": "3f97a527-5f68-42f1-abe7-7211ee7f32b8",
"connections": {
"Parameters": {
"main": [
[
{
"node": "Get Next Page Token",
"type": "main",
"index": 0
}
]
]
},
"Select Ids": {
"main": [
[
{
"node": "Prepare Fetch Body",
"type": "main",
"index": 0
}
]
]
},
"Select Ids1": {
"main": [
[
{
"node": "Prepare Fetch Body",
"type": "main",
"index": 0
}
]
]
},
"Fetch Vectors": {
"main": [
[
{
"node": "Format2Weaviate",
"type": "main",
"index": 0
}
]
]
},
"Format2Weaviate": {
"main": [
[
{
"node": "LoadWeAviate",
"type": "main",
"index": 0
}
]
]
},
"First Iteration?": {
"main": [
[
{
"node": "Get Record First Page",
"type": "main",
"index": 0
}
],
[
{
"node": "Get Record Next Page",
"type": "main",
"index": 0
}
]
]
},
"Schedule Trigger": {
"main": [
[
{
"node": "Parameters",
"type": "main",
"index": 0
}
]
]
},
"Prepare Fetch Body": {
"main": [
[
{
"node": "Fetch Vectors",
"type": "main",
"index": 0
}
]
]
},
"Get Next Page Token": {
"main": [
[
{
"node": "Is Next Pagination Token null?",
"type": "main",
"index": 0
}
]
]
},
"Get Record Next Page": {
"main": [
[
{
"node": "Save Next Page Token1",
"type": "main",
"index": 0
}
]
]
},
"Save Next Page Token": {
"main": [
[
{
"node": "Select Ids",
"type": "main",
"index": 0
}
]
]
},
"Get Record First Page": {
"main": [
[
{
"node": "Save Next Page Token",
"type": "main",
"index": 0
}
]
]
},
"Save Next Page Token1": {
"main": [
[
{
"node": "Select Ids1",
"type": "main",
"index": 0
}
]
]
},
"Is Next Pagination Token null?": {
"main": [
[
{
"node": "First Iteration?",
"type": "main",
"index": 0
}
],
[
{
"node": "Migration completed",
"type": "main",
"index": 0
}
]
]
}
}
}
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About this workflow
This workflow is designed for developers, data engineers, and AI teams who need to migrate a Pinecone Cloud index into a Weaviate Cloud class index without recalculating the vectors (embeddings). It’s especially useful if you are consolidating vector databases, moving from…
Source: https://n8n.io/workflows/8445/ — original creator credit. Request a take-down →
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