525 lines
13 KiB
JSON
525 lines
13 KiB
JSON
{
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"id": "7cXvgkl9170QXzT2",
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"meta": {
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"instanceId": "69133932b9ba8e1ef14816d0b63297bb44feb97c19f759b5d153ff6b0c59e18d",
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"templateCredsSetupCompleted": true
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},
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"name": "RAG Workflow For Company Documents stored in Google Drive",
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"tags": [],
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"nodes": [
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{
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"id": "753455a3-ddc8-4a74-b043-70a0af38ff9e",
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"name": "Pinecone Vector Store",
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"type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
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"position": [
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680,
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0
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],
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"parameters": {
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"mode": "insert",
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"options": {},
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"pineconeIndex": {
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"__rl": true,
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"mode": "list",
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"value": "company-files",
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"cachedResultName": "company-files"
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}
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},
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"credentials": {
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"pineconeApi": {
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"id": "bQTNry52ypGLqt47",
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"name": "PineconeApi account"
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}
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},
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"typeVersion": 1
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},
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{
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"id": "a7c8fa7f-cad2-4497-a295-30aa2e98cacc",
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"name": "Embeddings Google Gemini",
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"type": "@n8n/n8n-nodes-langchain.embeddingsGoogleGemini",
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"position": [
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640,
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280
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],
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"parameters": {
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"modelName": "models/text-embedding-004"
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},
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"credentials": {
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"googlePalmApi": {
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"id": "jLOqyTR4yTT1nYKi",
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"name": "Google Gemini(PaLM) Api account"
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}
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},
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"typeVersion": 1
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},
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{
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"id": "215f0519-4359-4e4b-a90c-7e54b1cc52b5",
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"name": "Default Data Loader",
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"type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
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"position": [
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840,
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220
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],
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"parameters": {
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"options": {},
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"dataType": "binary",
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"binaryMode": "specificField"
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},
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"typeVersion": 1
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},
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{
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"id": "863d3d1d-1621-406e-8320-688f64b07b09",
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"name": "Recursive Character Text Splitter",
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"type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
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"position": [
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820,
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420
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],
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"parameters": {
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"options": {},
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"chunkOverlap": 100
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},
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"typeVersion": 1
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},
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{
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"id": "5af1efb1-ea69-466e-bb3b-2b7e6b1ceef7",
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"name": "AI Agent",
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"type": "@n8n/n8n-nodes-langchain.agent",
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"position": [
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420,
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840
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],
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"parameters": {
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"options": {
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"systemMessage": "You are a helpful HR assistant designed to answer employee questions based on company policies.\n\nRetrieve relevant information from the provided internal documents and provide a concise, accurate, and informative answer to the employee's question.\n\nUse the tool called \"company_documents_tool\" to retrieve any information from the company's documents.\n\nIf the answer cannot be found in the provided documents, respond with \"I cannot find the answer in the available resources.\""
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}
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},
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"typeVersion": 1.7
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},
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{
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"id": "825632ac-1edf-4e63-948d-b1a498b2b962",
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"name": "Vector Store Tool",
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"type": "@n8n/n8n-nodes-langchain.toolVectorStore",
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"position": [
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820,
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1060
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],
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"parameters": {
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"name": "company_documents_tool",
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"description": "Retrieve information from any company documents"
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},
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"typeVersion": 1
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},
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{
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"id": "72d2f685-bcc3-4e62-a5e3-72c0fe65f8e8",
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"name": "Pinecone Vector Store (Retrieval)",
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"type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
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"position": [
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720,
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1240
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],
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"parameters": {
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"options": {},
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"pineconeIndex": {
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"__rl": true,
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"mode": "list",
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"value": "company-files",
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"cachedResultName": "company-files"
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}
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},
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"credentials": {
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"pineconeApi": {
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"id": "bQTNry52ypGLqt47",
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"name": "PineconeApi account"
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}
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},
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"typeVersion": 1
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},
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{
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"id": "eeff81cb-6aec-4e7f-afe0-432d87085fb2",
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"name": "Embeddings Google Gemini (retrieval)",
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"type": "@n8n/n8n-nodes-langchain.embeddingsGoogleGemini",
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"position": [
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700,
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1400
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],
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"parameters": {
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"modelName": "models/text-embedding-004"
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},
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"credentials": {
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"googlePalmApi": {
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"id": "jLOqyTR4yTT1nYKi",
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"name": "Google Gemini(PaLM) Api account"
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}
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},
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"typeVersion": 1
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},
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{
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"id": "8bb6ebb1-1deb-498b-8da4-b809a736e097",
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"name": "Download File From Google Drive",
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"type": "n8n-nodes-base.googleDrive",
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"position": [
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460,
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0
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],
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"parameters": {
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"fileId": {
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"__rl": true,
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"mode": "id",
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"value": "={{ $json.id }}"
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},
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"options": {
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"fileName": "={{ $json.name }}"
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},
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"operation": "download"
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},
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"credentials": {
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"googleDriveOAuth2Api": {
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"id": "uixLsi5TmrfwXPeB",
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"name": "Google Drive account"
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}
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},
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"typeVersion": 3
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},
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{
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"id": "bd83bacf-dff1-4b7c-af5c-b249fb16c113",
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"name": "Sticky Note2",
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"type": "n8n-nodes-base.stickyNote",
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"position": [
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420,
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660
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],
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"parameters": {
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"content": "## Chat with company documents"
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},
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"typeVersion": 1
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},
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{
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"id": "7b90daab-0fb2-4c8a-93e6-b138bb04f282",
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"name": "Google Drive File Updated",
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"type": "n8n-nodes-base.googleDriveTrigger",
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"position": [
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140,
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140
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],
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"parameters": {
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"event": "fileUpdated",
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"options": {},
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"pollTimes": {
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"item": [
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{
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"mode": "everyMinute"
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}
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]
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},
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"triggerOn": "specificFolder",
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"folderToWatch": {
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"__rl": true,
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"mode": "list",
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"value": "1evDIoHePhjw_LgVFZXSZyK1sZm2GHp9W",
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"cachedResultUrl": "https://drive.google.com/drive/folders/1evDIoHePhjw_LgVFZXSZyK1sZm2GHp9W",
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"cachedResultName": "INNOVI PRO"
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}
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},
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"credentials": {
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"googleDriveOAuth2Api": {
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"id": "uixLsi5TmrfwXPeB",
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"name": "Google Drive account"
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}
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},
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"typeVersion": 1
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},
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{
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"id": "3a6c6cef-7a19-42ef-8092-eaf57dae4cdd",
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"name": "Google Drive File Created",
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"type": "n8n-nodes-base.googleDriveTrigger",
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"position": [
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140,
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-120
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],
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"parameters": {
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"event": "fileCreated",
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"options": {
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"fileType": "all"
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},
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"pollTimes": {
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"item": [
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{
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"mode": "everyMinute"
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}
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]
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},
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"triggerOn": "specificFolder",
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"folderToWatch": {
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"__rl": true,
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"mode": "list",
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"value": "1evDIoHePhjw_LgVFZXSZyK1sZm2GHp9W",
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"cachedResultUrl": "https://drive.google.com/drive/folders/1evDIoHePhjw_LgVFZXSZyK1sZm2GHp9W",
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"cachedResultName": "INNOVI PRO"
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}
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},
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"credentials": {
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"googleDriveOAuth2Api": {
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"id": "uixLsi5TmrfwXPeB",
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"name": "Google Drive account"
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}
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},
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"typeVersion": 1
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},
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{
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"id": "1e38f1c8-7bd0-4eeb-addc-62339582d350",
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"name": "Window Buffer Memory",
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"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
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"position": [
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500,
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1140
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],
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"parameters": {},
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"typeVersion": 1.3
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},
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{
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"id": "4b0ab858-99b1-4337-8c5c-a223519e3662",
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"name": "When chat message received",
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"type": "@n8n/n8n-nodes-langchain.chatTrigger",
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"position": [
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80,
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840
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],
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"webhookId": "5f1c0c82-0ff9-40c7-9e2e-b1a96ffe24cd",
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"parameters": {
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"options": {}
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},
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"typeVersion": 1.1
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},
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{
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"id": "bfb684d1-e5c1-41da-8305-b2606a2eade6",
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"name": "Sticky Note",
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"type": "n8n-nodes-base.stickyNote",
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"position": [
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440,
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-240
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],
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"parameters": {
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"width": 320,
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"content": "## Add docuemnts to vector store when updating or creating new documents in Google Drive"
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},
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"typeVersion": 1
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},
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{
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"id": "8f627ec6-4b3f-43ad-a4a3-e2b199a7fe58",
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"name": "Google Gemini Chat Model",
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"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
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"position": [
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320,
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1140
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],
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"parameters": {
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"options": {},
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"modelName": "models/gemini-2.0-flash-exp"
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},
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"credentials": {
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"googlePalmApi": {
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"id": "jLOqyTR4yTT1nYKi",
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"name": "Google Gemini(PaLM) Api account"
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}
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},
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"typeVersion": 1
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},
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{
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"id": "f2133a06-0088-46de-9f74-a3f9fe478f98",
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"name": "Google Gemini Chat Model (retrieval)",
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"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
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"position": [
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1080,
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1240
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],
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"parameters": {
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"options": {},
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"modelName": "models/gemini-2.0-flash-exp"
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},
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"credentials": {
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"googlePalmApi": {
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"id": "jLOqyTR4yTT1nYKi",
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"name": "Google Gemini(PaLM) Api account"
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}
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},
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"typeVersion": 1
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},
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{
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"id": "578deb96-8393-4850-9757-fa97b2bc9992",
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"name": "Sticky Note1",
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"type": "n8n-nodes-base.stickyNote",
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"position": [
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-540,
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220
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],
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"parameters": {
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"width": 420,
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"height": 720,
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"content": "## Set up steps\n\n1. Google Cloud Project and Vertex AI API:\n* Create a Google Cloud project.\n* Enable the Vertex AI API for your project.\n2. Google AI API Key:\n* Obtain a Google AI API key from Google AI Studio.\n3. Pinecone Account:\n* Create a free account on the Pinecone website.\nObtain your API key from your Pinecone dashboard.\n* Create an index named company-files in your Pinecone project.\n4. Google Drive:\n* Create a dedicated folder in your Google Drive where company documents will be stored.\n5. Credentials in n8n: Configure credentials in your n8n environment for:\n* Google Drive OAuth2\n* Google Gemini(PaLM) Api (using your Google AI API key)\n* Pinecone API (using your Pinecone API key)\n5. Import the Workflow:\n* Import this workflow into your n8n instance.\n6. Configure the Workflow:\n* Update both Google Drive Trigger nodes to watch the specific folder you created in your Google Drive.\n* Configure the Pinecone Vector Store nodes to use your company-files index."
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},
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"typeVersion": 1
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}
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],
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"active": false,
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"pinData": {},
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"settings": {
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"executionOrder": "v1"
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},
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"versionId": "33b252fb-5d87-4a29-a0a7-97308140699c",
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"connections": {
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"AI Agent": {
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"main": [
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[]
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]
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},
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"Vector Store Tool": {
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"ai_tool": [
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[
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{
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"node": "AI Agent",
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"type": "ai_tool",
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"index": 0
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}
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]
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]
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},
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"Default Data Loader": {
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"ai_document": [
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[
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{
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"node": "Pinecone Vector Store",
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"type": "ai_document",
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"index": 0
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}
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]
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]
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},
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"Window Buffer Memory": {
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"ai_memory": [
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[
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{
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"node": "AI Agent",
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"type": "ai_memory",
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"index": 0
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}
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]
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]
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},
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"Pinecone Vector Store": {
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"main": [
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[]
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]
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},
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"Embeddings Google Gemini": {
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"ai_embedding": [
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[
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{
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"node": "Pinecone Vector Store",
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"type": "ai_embedding",
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"index": 0
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}
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]
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]
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},
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"Google Gemini Chat Model": {
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"ai_languageModel": [
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[
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{
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"node": "AI Agent",
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"type": "ai_languageModel",
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"index": 0
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}
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]
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]
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},
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"Google Drive File Created": {
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"main": [
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[
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{
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"node": "Download File From Google Drive",
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"type": "main",
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"index": 0
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}
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]
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]
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},
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"Google Drive File Updated": {
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"main": [
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[
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{
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"node": "Download File From Google Drive",
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"type": "main",
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"index": 0
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}
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]
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]
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},
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"When chat message received": {
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"main": [
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[
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{
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"node": "AI Agent",
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"type": "main",
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"index": 0
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}
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]
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]
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},
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"Download File From Google Drive": {
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"main": [
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[
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{
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"node": "Pinecone Vector Store",
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"type": "main",
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"index": 0
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}
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]
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]
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},
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"Pinecone Vector Store (Retrieval)": {
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"ai_vectorStore": [
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[
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{
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"node": "Vector Store Tool",
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"type": "ai_vectorStore",
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"index": 0
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}
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]
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]
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},
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"Recursive Character Text Splitter": {
|
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"ai_textSplitter": [
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[
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{
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"node": "Default Data Loader",
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"type": "ai_textSplitter",
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"index": 0
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}
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]
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]
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},
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"Embeddings Google Gemini (retrieval)": {
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"ai_embedding": [
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[
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{
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"node": "Pinecone Vector Store (Retrieval)",
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"type": "ai_embedding",
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"index": 0
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}
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]
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]
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},
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"Google Gemini Chat Model (retrieval)": {
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"ai_languageModel": [
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[
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{
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"node": "Vector Store Tool",
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"type": "ai_languageModel",
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"index": 0
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}
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]
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]
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}
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}
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} |