{
"id": "kjyWJWfDlyXkKL3m",
"meta": {
"instanceId": "31e69f7f4a77bf465b805824e303232f0227212ae922d12133a0f96ffeab4fef",
"templateCredsSetupCompleted": true
},
"name": "\u2728\ud83d\udd2a Advanced AI Powered Document Parsing & Text Extraction with Llama Parse",
"tags": [],
"nodes": [
{
"id": "ea7670da-896e-4b9c-b0c2-b3a3dbb6f88f",
"name": "Webhook",
"type": "n8n-nodes-base.webhook",
"position": [
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],
"webhookId": "a9668054-5bd3-427d-8f18-932436441e42",
"parameters": {
"path": "parse",
"options": [],
"httpMethod": "POST"
},
"typeVersion": 2
},
{
"id": "2c445d40-5d8b-469e-811e-7423f57ba054",
"name": "Gmail",
"type": "n8n-nodes-base.gmail",
"position": [
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-1260
],
"webhookId": "344de9dc-4062-4552-ae29-1e9150322cdb",
"parameters": {
"limit": 28,
"filters": {
"q": "has:attachment",
"sender": " joe@example.com"
},
"operation": "getAll"
},
"credentials": {
"gmailOAuth2": {
"id": "1xpVDEQ1yx8gV022",
"name": "Gmail account"
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},
{
"id": "f321e1d3-24ba-4623-bb31-93c7f6389aa9",
"name": "Gmail Trigger",
"type": "n8n-nodes-base.gmailTrigger",
"position": [
-2360,
-1260
],
"parameters": {
"filters": [],
"pollTimes": {
"item": [
{
"mode": "everyMinute"
},
[]
]
}
},
"credentials": {
"gmailOAuth2": {
"id": "1xpVDEQ1yx8gV022",
"name": "Gmail account"
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"typeVersion": 1.1999999999999999555910790149937383830547332763671875
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{
"id": "ad2701f8-be77-465e-bd58-0e964ba412c0",
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"type": "n8n-nodes-base.limit",
"position": [
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"parameters": {
"keep": "lastItems"
},
"typeVersion": 1
},
{
"id": "c305dbce-714a-420e-8dd0-f5c6e80afa01",
"name": "Get Message",
"type": "n8n-nodes-base.gmail",
"position": [
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],
"webhookId": "13036143-6e5b-47c1-84a4-a92cbc33b37f",
"parameters": {
"simple": false,
"options": {
"downloadAttachments": true,
"dataPropertyAttachmentsPrefixName": "=file"
},
"messageId": "={{ $('Gmail').item.json.id }}",
"operation": "get"
},
"credentials": {
"gmailOAuth2": {
"id": "1xpVDEQ1yx8gV022",
"name": "Gmail account"
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{
"id": "0e67527b-c886-41a1-b66b-c965fd6b44f3",
"name": "Sticky Note",
"type": "n8n-nodes-base.stickyNote",
"position": [
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],
"parameters": {
"color": 6,
"width": 320,
"height": 340,
"content": "## Send to LlamaParse\nhttps:\/\/docs.cloud.llamaindex.ai\/API\/upload-file-api-v-1-parsing-upload-post"
},
"typeVersion": 1
},
{
"id": "85e72267-7be0-49ac-b305-4c07356ce244",
"name": "Parse Document with LlamaParse",
"type": "n8n-nodes-base.httpRequest",
"position": [
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],
"parameters": {
"url": "https:\/\/api.cloud.llamaindex.ai\/api\/parsing\/upload",
"method": "POST",
"options": {
"response": {
"response": {
"responseFormat": "json"
}
}
},
"sendBody": true,
"contentType": "multipart-form-data",
"sendHeaders": true,
"authentication": "genericCredentialType",
"bodyParameters": {
"parameters": [
{
"name": "=file",
"parameterType": "formBinaryData",
"inputDataFieldName": "file0"
},
{
"name": "webhook_url",
"value": "=https:\/\/[YOUR-N8N-URL]\/webhook\/parse"
},
{
"name": "accurate_mode",
"value": "true"
},
{
"name": "premium_mode",
"value": "false"
}
]
},
"genericAuthType": "httpHeaderAuth",
"headerParameters": {
"parameters": [
{
"name": "accept",
"value": "application\/json"
}
]
}
},
"credentials": {
"httpHeaderAuth": {
"id": "9trkgqZBCEmSt6ng",
"name": "GET Webhook"
}
},
"executeOnce": true,
"typeVersion": 4.20000000000000017763568394002504646778106689453125,
"alwaysOutputData": true
},
{
"id": "2664705a-31d5-439b-b1e4-fc6b708a7baa",
"name": "Summarize Email",
"type": "@n8n\/n8n-nodes-langchain.chainLlm",
"position": [
-820,
-680
],
"parameters": {
"text": "={{ $('Is there an Email Attachement').item.json.text }}",
"messages": {
"messageValues": [
{
"message": "You are an expert at summarizing email messages. Provide a summary of the provided email."
}
]
},
"promptType": "define"
},
"typeVersion": 1.5
},
{
"id": "1405f933-b281-469f-a5b7-0de2f820dd09",
"name": "gpt-4o-mini",
"type": "@n8n\/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-720,
-540
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4o-mini"
},
"options": []
},
"credentials": {
"openAiApi": {
"id": "jEMSvKmtYfzAkhe6",
"name": "OpenAi account"
}
},
"typeVersion": 1.1999999999999999555910790149937383830547332763671875
},
{
"id": "ea299469-7889-45c9-a8f1-679be09e5aaf",
"name": "Save LlamaParse ID and Summary to Google Sheets",
"type": "n8n-nodes-base.googleSheets",
"position": [
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-1020
],
"parameters": {
"columns": {
"value": {
"jobid": "={{ $json.id }}",
"summary": "={{ $json.text }}",
"image_url": "={{ $json.webViewLink }}"
},
"schema": [
{
"id": "jobid",
"type": "string",
"display": true,
"removed": false,
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"displayName": "jobid",
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"canBeUsedToMatch": true
},
{
"id": "statement_date",
"type": "string",
"display": true,
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"displayName": "statement_date",
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"canBeUsedToMatch": true
},
{
"id": "org_name",
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"display": true,
"removed": true,
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"displayName": "org_name",
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},
{
"id": "member_name",
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"display": true,
"removed": true,
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"displayName": "member_name",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "subtotal",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "subtotal",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "service_fees_total",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "service_fees_total",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "tips_total",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "tips_total",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "current_excl_gst",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "current_excl_gst",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "container_deposit_total",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "container_deposit_total",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "outstanding_gst",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "outstanding_gst",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "paid_gst",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "paid_gst",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "total_gst",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "total_gst",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "total_bc_pst",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "total_bc_pst",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "total_bc_pst_liquor",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "total_bc_pst_liquor",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "total_savings",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "total_savings",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "final_amount_due",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "final_amount_due",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "payment_reference",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "payment_reference",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "payment_amount",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "payment_amount",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "transaction_number",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "transaction_number",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "image_url",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "image_url",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "summary",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "summary",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"jobid"
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": [],
"operation": "appendOrUpdate",
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "https:\/\/docs.google.com\/spreadsheets\/d\/1mUvDI9sGvRl64iNV6ODXUzro5Q3Oeuaks5662tfN7Oo\/edit#gid=0",
"cachedResultName": "Expenses"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "1mUvDI9sGvRl64iNV6ODXUzro5Q3Oeuaks5662tfN7Oo",
"cachedResultUrl": "https:\/\/docs.google.com\/spreadsheets\/d\/1mUvDI9sGvRl64iNV6ODXUzro5Q3Oeuaks5662tfN7Oo\/edit?usp=drivesdk",
"cachedResultName": "2024.Year.End.Expenses"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "SOLbth24hZWisXAv",
"name": "Google Sheets account"
}
},
"typeVersion": 4.5
},
{
"id": "d8454cf2-5bef-4bfa-9471-c358ff067765",
"name": "Save Document to Google Drive",
"type": "n8n-nodes-base.googleDrive",
"position": [
-820,
-1020
],
"parameters": {
"name": "={{ $('Is there an Email Attachement').item.json.id }}_{{ $('Is there an Email Attachement').item.binary.file0.fileName }}",
"driveId": {
"__rl": true,
"mode": "list",
"value": "My Drive"
},
"options": [],
"folderId": {
"__rl": true,
"mode": "list",
"value": "root",
"cachedResultUrl": "https:\/\/drive.google.com\/drive",
"cachedResultName": "\/ (Root folder)"
},
"inputDataFieldName": "=file0"
},
"credentials": {
"googleDriveOAuth2Api": {
"id": "UhdXGYLTAJbsa0xX",
"name": "Google Drive account"
}
},
"typeVersion": 3
},
{
"id": "03f46b72-9e18-44a4-85ef-0eea058c3c6d",
"name": "Extract Invoice Details as JSON",
"type": "@n8n\/n8n-nodes-langchain.chainLlm",
"onError": "continueErrorOutput",
"position": [
-1180,
500
],
"parameters": {
"text": "=Analyze this markdown content and convert it to JSON following this exact schema:\n{\n \"invoice_details\": {\n \"statement_date\": \"\",\n \"organization\": {\n \"name\": \"\",\n \"address\": \"\",\n \"gst_number\": \"\"\n },\n \"member\": {\n \"name\": \"\",\n \"company\": \"\",\n \"address\": \"\",\n \"contact_number\": \"\",\n \"organization_number\": \"\"\n }\n },\n \"transactions\": [\n {\n \"date\": \"\",\n \"document_number\": \"\",\n \"description\": \"\",\n \"base_amount\": 0.00,\n \"gst\": 0.00,\n \"bc_pst\": 0.00,\n \"bc_pst_liquor\": 0.00, # Added for liquor PST\n \"container_deposit\": 0.00, # Added for bottle deposits\n \"service_fee\": 0.00,\n \"tip_amount\": 0.00,\n \"regular_price\": 0.00, # Added for regular price tracking\n \"savings_amount\": 0.00, # Added for savings tracking\n \"total_charge\": 0.00,\n \"transaction_type\": \"\"\n }\n ],\n \"payment_details\": {\n \"previous_balance\": 0.00,\n \"payment_amount\": 0.00,\n \"payment_reference\": \"\",\n \"payment_date\": \"\",\n \"payment_method\": \"\",\n \"payment_status\": \"\",\n \"card_number\": \"\", # Added for card details\n \"auth_number\": \"\", # Added for authorization\n \"transaction_number\": \"\"\n },\n \"invoice_summary\": {\n \"subtotal\": 0.00,\n \"service_fees_total\": 0.00,\n \"tips_total\": 0.00,\n \"current_excl_gst\": 0.00,\n \"container_deposit_total\": 0.00, # Added for deposits\n \"outstanding_gst\": 0.00,\n \"paid_gst\": 0.00,\n \"total_gst\": 0.00,\n \"total_bc_pst\": 0.00,\n \"total_bc_pst_liquor\": 0.00, # Added for liquor PST if shown in markdown content\n \"total_savings\": 0.00, # Added for savings\n \"final_amount_due\": 0.00\n },\n \"payment_terms\": {\n \"due_date\": \"\",\n \"processing_date\": \"\",\n \"special_notices\": [],\n \"cancellation_policy\": \"\",\n \"refund_policy\": \"\",\n \"return_policy\": \"\" # Added for return policy\n },\n \"additional_info\": {\n \"booking_number\": \"\",\n \"transaction_time\": \"\", # Added for transaction time\n \"register_info\": \"\", # Added for register details\n \"event_details\": {\n \"date\": \"\",\n \"time\": \"\",\n \"location\": \"\"\n },\n \"special_instructions\": []\n },\n \"summary\": \"\" # The natural language summary of the invoice\n}\n\nMarkdown Content:\n{{ $json.data }}\n\nImportant:\n- Extract exact values from the markdown\n- Return only valid JSON\n- Include all fields even if empty\n- Format numbers as floats with 2 decimal places\n- Track container deposits separately\n- Show liquor PST (10%) separately from regular PST if provided in markdown content\n- Include regular prices and savings amounts\n- Track transaction details including card info and authorization\n- Parse return policy information\n- Include register and transaction time details\n- Ensure final_amount_due equals the sum of all applicable charges and taxes\n- Summarize the markdown contents\n- Only output valid JSON without any preamble or further explanation. Remove any ```json and ``` from response.",
"promptType": "define"
},
"typeVersion": 1.5,
"alwaysOutputData": true
},
{
"id": "3c371677-76e8-45d7-8c05-a4ca1cc0b1fe",
"name": "gpt-4o-mini1",
"type": "@n8n\/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-1600,
240
],
"parameters": {
"options": []
},
"credentials": {
"openAiApi": {
"id": "jEMSvKmtYfzAkhe6",
"name": "OpenAi account"
}
},
"typeVersion": 1
},
{
"id": "9ff3f86f-9ffc-42fa-b428-a6bfabf2426a",
"name": "gpt-4o-mini2",
"type": "@n8n\/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-1080,
640
],
"parameters": {
"model": "gpt-4o",
"options": []
},
"credentials": {
"openAiApi": {
"id": "jEMSvKmtYfzAkhe6",
"name": "OpenAi account"
}
},
"typeVersion": 1
},
{
"id": "69a0505f-1fe4-4581-ad2d-5bc7d68874e9",
"name": "Update Google Sheet by LlamaParse ID",
"type": "n8n-nodes-base.googleSheets",
"position": [
-540,
600
],
"parameters": {
"columns": {
"value": {
"jobid": "={{ $('Webhook').item.json.body.jobId }}",
"summary": "={{ $json.output.summary }}",
"org_name": "={{ $json.output.invoice_details.organization.name }}",
"paid_gst": "={{ $json.output.invoice_summary.paid_gst }}",
"subtotal": "={{ $json.output.invoice_summary.subtotal }}",
"total_gst": "={{ $json.output.invoice_summary.total_gst }}",
"tips_total": "={{ $json.output.invoice_summary.tips_total }}",
"member_name": "={{ $json.output.invoice_details.member.name }}",
"total_bc_pst": "={{ $json.output.invoice_summary.total_bc_pst }}",
"total_savings": "={{ $json.output.invoice_summary.total_savings }}",
"payment_amount": "={{ $json.output.payment_details.payment_amount }}",
"statement_date": "={{ $json.output.invoice_details.statement_date }}",
"outstanding_gst": "={{ $json.output.invoice_summary.outstanding_gst }}",
"current_excl_gst": "={{ $json.output.invoice_summary.current_excl_gst }}",
"final_amount_due": "={{ $json.output.invoice_summary.final_amount_due }}",
"payment_reference": "={{ $json.output.payment_details.payment_reference }}",
"service_fees_total": "={{ $json.output.invoice_summary.service_fees_total }}",
"transaction_number": "={{ $json.output.payment_details.transaction_number }}",
"total_bc_pst_liquor": "={{ $json.output.invoice_summary.total_bc_pst_liquor }}",
"container_deposit_total": "={{ $json.output.invoice_summary.container_deposit_total }}"
},
"schema": [
{
"id": "jobid",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "jobid",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "statement_date",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "statement_date",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "org_name",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "org_name",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "member_name",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "member_name",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "subtotal",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "subtotal",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "service_fees_total",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "service_fees_total",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "tips_total",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "tips_total",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "current_excl_gst",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "current_excl_gst",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "container_deposit_total",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "container_deposit_total",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "outstanding_gst",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "outstanding_gst",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "paid_gst",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "paid_gst",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "total_gst",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "total_gst",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "total_bc_pst",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "total_bc_pst",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "total_bc_pst_liquor",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "total_bc_pst_liquor",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "total_savings",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "total_savings",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "final_amount_due",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "final_amount_due",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "payment_reference",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "payment_reference",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "payment_amount",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "payment_amount",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "transaction_number",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "transaction_number",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "summary",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "summary",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"jobid"
]
},
"options": [],
"operation": "update",
"sheetName": {
"__rl": true,
"mode": "list",
"value": "gid=0",
"cachedResultUrl": "https:\/\/docs.google.com\/spreadsheets\/d\/1mUvDI9sGvRl64iNV6ODXUzro5Q3Oeuaks5662tfN7Oo\/edit#gid=0",
"cachedResultName": "Expenses"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "1mUvDI9sGvRl64iNV6ODXUzro5Q3Oeuaks5662tfN7Oo",
"cachedResultUrl": "https:\/\/docs.google.com\/spreadsheets\/d\/1mUvDI9sGvRl64iNV6ODXUzro5Q3Oeuaks5662tfN7Oo\/edit?usp=drivesdk",
"cachedResultName": "2024.Year.End.Expenses"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "SOLbth24hZWisXAv",
"name": "Google Sheets account"
}
},
"typeVersion": 4.5
},
{
"id": "19907cba-4530-4f25-8a6f-435b1f8d23ad",
"name": "Invoice Details",
"type": "n8n-nodes-base.set",
"position": [
-780,
400
],
"parameters": {
"options": [],
"assignments": {
"assignments": [
{
"id": "e145ed8c-cdea-4e5a-ba11-d8ce595dfb8d",
"name": "output",
"type": "object",
"value": "={{ $json.text }}"
}
]
}
},
"typeVersion": 3.399999999999999911182158029987476766109466552734375
},
{
"id": "af95c024-8e36-499b-af32-4c661da49a61",
"name": "Prepare Message",
"type": "n8n-nodes-base.set",
"position": [
-540,
400
],
"parameters": {
"options": [],
"assignments": {
"assignments": [
{
"id": "3e566101-2ad9-444b-8459-451ba6a91575",
"name": "invoice_details.statement_date",
"type": "string",
"value": "={{ $json.output.invoice_details.statement_date }}"
},
{
"id": "57a466f6-d354-4864-98d3-ba4673afde98",
"name": "invoice_details.organization",
"type": "object",
"value": "={{ $json.output.invoice_details.organization }}"
},
{
"id": "e1b22978-8114-4956-a5fc-3efbc43335a3",
"name": "invoice_details.member",
"type": "object",
"value": "={{ $json.output.invoice_details.member }}"
},
{
"id": "e45a744c-0874-48b7-b59a-9d83aad27ff3",
"name": "payment_details",
"type": "object",
"value": "={{ $json.output.payment_details }}"
},
{
"id": "c0335dc7-1b5c-41fc-b60a-bf45248c9f7f",
"name": "invoice_summary",
"type": "object",
"value": "={{ $json.output.invoice_summary }}"
},
{
"id": "6c9ba3bf-37a6-4a8f-b97d-991f3ce6950f",
"name": "summary",
"type": "string",
"value": "={{ $json.output.summary }}"
}
]
}
},
"typeVersion": 3.399999999999999911182158029987476766109466552734375
},
{
"id": "333f42a7-2665-4613-89c9-c184d764af37",
"name": "Send Invoice Details as Telegram Message",
"type": "n8n-nodes-base.telegram",
"position": [
-340,
400
],
"webhookId": "04464e72-2be3-4df9-8a08-18d23cb75d72",
"parameters": {
"text": "={{ $json.summary }}\n--------\n{{ $json.invoice_summary.toJsonString() }}",
"chatId": "={{ $env.TELEGRAM_CHAT_ID }}",
"additionalFields": {
"parse_mode": "HTML",
"appendAttribution": false
}
},
"credentials": {
"telegramApi": {
"id": "pAIFhguJlkO3c7aQ",
"name": "Telegram account"
}
},
"typeVersion": 1.1999999999999999555910790149937383830547332763671875
},
{
"id": "faa0768f-1d4c-42c4-902c-b2d0d40f0eb4",
"name": "gpt-4o-mini3",
"type": "@n8n\/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-1080,
60
],
"parameters": {
"model": "gpt-4o",
"options": []
},
"credentials": {
"openAiApi": {
"id": "jEMSvKmtYfzAkhe6",
"name": "OpenAi account"
}
},
"typeVersion": 1
},
{
"id": "d1a54284-60d1-4fac-b81b-4ed1610ddf2e",
"name": "Send Error Message 2",
"type": "n8n-nodes-base.telegram",
"position": [
-780,
600
],
"webhookId": "3ba1ee6d-1648-4421-823b-e68ae14d769b",
"parameters": {
"text": "=Error in workflow",
"chatId": "={{ $env.TELEGRAM_CHAT_ID }}",
"additionalFields": {
"parse_mode": "HTML",
"appendAttribution": false
}
},
"credentials": {
"telegramApi": {
"id": "pAIFhguJlkO3c7aQ",
"name": "Telegram account"
}
},
"typeVersion": 1.1999999999999999555910790149937383830547332763671875
},
{
"id": "b1b50042-8270-4e13-b7b1-6d017e9be8d9",
"name": "Send Error Message 1",
"type": "n8n-nodes-base.telegram",
"position": [
-780,
60
],
"webhookId": "3ba1ee6d-1648-4421-823b-e68ae14d769b",
"parameters": {
"text": "=Error in workflow",
"chatId": "={{ $env.TELEGRAM_CHAT_ID }}",
"additionalFields": {
"parse_mode": "HTML",
"appendAttribution": false
}
},
"credentials": {
"telegramApi": {
"id": "pAIFhguJlkO3c7aQ",
"name": "Telegram account"
}
},
"typeVersion": 1.1999999999999999555910790149937383830547332763671875
},
{
"id": "a365c8a1-c0fb-43f7-84fa-b68a0e9c087e",
"name": "Send Document Summary as Telegram Message",
"type": "n8n-nodes-base.telegram",
"position": [
-540,
-200
],
"webhookId": "04464e72-2be3-4df9-8a08-18d23cb75d72",
"parameters": {
"text": "={{ $json.text }}",
"chatId": "={{ $env.TELEGRAM_CHAT_ID }}",
"additionalFields": {
"parse_mode": "HTML",
"appendAttribution": false
}
},
"credentials": {
"telegramApi": {
"id": "pAIFhguJlkO3c7aQ",
"name": "Telegram account"
}
},
"typeVersion": 1.1999999999999999555910790149937383830547332763671875
},
{
"id": "6abd00a0-2971-49f9-812f-f65a0004136b",
"name": "Summarize Document",
"type": "@n8n\/n8n-nodes-langchain.chainLlm",
"onError": "continueErrorOutput",
"position": [
-1180,
-80
],
"parameters": {
"text": "=Please analyze this document and provide:\n\n## Document Analysis\n- A concise executive summary (2-3 sentences)\n- Key themes and main points\n- Notable findings or insights\n- Data highlights and important statistics (if applicable)\n\n## Recommendations\n- Action items or next steps\n- Areas requiring further investigation\n- Potential implications\n\n## Format Requirements\n- Structure the analysis using clear headers and sections\n- Include relevant quotes to support key points\n- Present any numerical data in tables or bullet points\n- Highlight critical information using bold text\n\nPlease maintain the original document's context while making the content more accessible and actionable.\n\nHere is the document: {{ $json.data }}\n",
"promptType": "define"
},
"typeVersion": 1.5,
"alwaysOutputData": true
},
{
"id": "e672bcf3-0d5f-4410-ac5b-660c3ba0c456",
"name": "Classify Parsed Document",
"type": "@n8n\/n8n-nodes-langchain.textClassifier",
"position": [
-1680,
80
],
"parameters": {
"options": [],
"inputText": "={{ $json.data }}",
"categories": {
"categories": [
{
"category": "not invoice",
"description": "The document is not an invoice"
},
{
"category": "invoice",
"description": "The document is an invoice"
}
]
}
},
"typeVersion": 1
},
{
"id": "cc522966-3e6a-4830-bde9-d4e251752ec0",
"name": "Get Parsed Markdown",
"type": "n8n-nodes-base.set",
"position": [
-1980,
80
],
"parameters": {
"options": [],
"assignments": {
"assignments": [
{
"id": "55b5a755-eeaf-4ce7-b600-e6c864dc7e10",
"name": "data",
"type": "string",
"value": "={{ $json.body.md }}"
}
]
}
},
"typeVersion": 3.399999999999999911182158029987476766109466552734375
},
{
"id": "683fa521-dfd0-4b1c-905f-d5a4f56ab65a",
"name": "Prepare Data",
"type": "n8n-nodes-base.set",
"position": [
-640,
-1020
],
"parameters": {
"options": [],
"assignments": {
"assignments": [
{
"id": "cee9e2d3-b311-4903-9867-e7d3d7ed2456",
"name": "google_drive_fileid",
"type": "string",
"value": "={{ $json.id }}"
},
{
"id": "5c6eddf6-5a5e-4c51-87ed-8e3aabc2f65d",
"name": "webViewLink",
"type": "string",
"value": "={{ $json.webViewLink }}"
}
]
}
},
"typeVersion": 3.399999999999999911182158029987476766109466552734375
},
{
"id": "b64a21ab-0e1f-4d6c-b718-a9aaaa27ae19",
"name": "HTTP Request",
"type": "n8n-nodes-base.httpRequest",
"position": [
-2040,
-860
],
"parameters": {
"url": "https:\/\/api.cloud.llamaindex.ai\/api\/parsing\/supported_file_extensions",
"options": []
},
"typeVersion": 4.20000000000000017763568394002504646778106689453125
},
{
"id": "cd0699cf-3a95-4dc8-806a-6a01339c598d",
"name": "Is there an Email Attachement",
"type": "n8n-nodes-base.if",
"position": [
-1420,
-1260
],
"parameters": {
"options": [],
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "460b82e5-30f5-4cb3-a937-a275fd256fcc",
"operator": {
"type": "object",
"operation": "exists",
"singleValue": true
},
"leftValue": "={{ $input.item.binary }}",
"rightValue": ""
}
]
}
},
"typeVersion": 2.20000000000000017763568394002504646778106689453125
},
{
"id": "269ba37f-fa18-4333-be3c-eee6ef5c0f56",
"name": "Aggregate",
"type": "n8n-nodes-base.aggregate",
"position": [
-1840,
-860
],
"parameters": {
"options": [],
"aggregate": "aggregateAllItemData",
"destinationFieldName": "extensions"
},
"typeVersion": 1
},
{
"id": "dffd2e83-58ff-49a0-b547-3b6f4b92dfa9",
"name": "Edit Fields",
"type": "n8n-nodes-base.set",
"position": [
-1620,
-860
],
"parameters": {
"options": [],
"assignments": {
"assignments": [
{
"id": "c9c59aae-b507-4493-a047-495bed344a5e",
"name": "extension",
"type": "string",
"value": "=.{{ $('Is there an Email Attachement').item.binary.file0.fileExtension }}"
}
]
}
},
"typeVersion": 3.399999999999999911182158029987476766109466552734375
},
{
"id": "02a121a4-edea-45c4-b325-2f61b3d0b02e",
"name": "Merge Email Processing",
"type": "n8n-nodes-base.merge",
"position": [
-380,
-1020
],
"parameters": {
"mode": "combine",
"options": [],
"combineBy": "combineByPosition",
"numberInputs": 3
},
"typeVersion": 3
},
{
"id": "c1310be3-6448-48d1-a954-caa3d4651075",
"name": "Merge",
"type": "n8n-nodes-base.merge",
"position": [
-1120,
-1020
],
"parameters": {
"mode": "combine",
"options": [],
"combineBy": "combineAll"
},
"typeVersion": 3
},
{
"id": "dbe3a235-0bae-4743-b53e-154b75911482",
"name": "If Supported File Extensions",
"type": "n8n-nodes-base.if",
"position": [
-1420,
-860
],
"parameters": {
"options": [],
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "f76cc5a7-6882-4e1f-86d5-99d5d9e90a34",
"operator": {
"type": "boolean",
"operation": "true",
"singleValue": true
},
"leftValue": "={{ $('Aggregate').item.json.extensions.includes($json.extension)}}",
"rightValue": ""
}
]
}
},
"typeVersion": 2.20000000000000017763568394002504646778106689453125
},
{
"id": "1413f84b-d1a9-4b0c-ae43-7f303a54527e",
"name": "No Operation, do nothing",
"type": "n8n-nodes-base.noOp",
"position": [
-1120,
-1260
],
"parameters": [],
"typeVersion": 1
},
{
"id": "9f3ae287-cb8b-466c-8dbe-678be30c2c04",
"name": "No Operation, do nothing1",
"type": "n8n-nodes-base.noOp",
"position": [
-1120,
-780
],
"parameters": [],
"typeVersion": 1
},
{
"id": "6f9b5ae2-22e8-4dc8-ba0b-06fbc585f209",
"name": "Sticky Note1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-2140,
-980
],
"parameters": {
"width": 920,
"height": 320,
"content": "## Check for Supported File Extension\nhttps:\/\/docs.cloud.llamaindex.ai\/API\/get-supported-file-extensions-api-v-1-parsing-supported-file-extensions-get"
},
"typeVersion": 1
},
{
"id": "28c5c09a-9a15-4af9-8253-59ae36dfe390",
"name": "Sticky Note2",
"type": "n8n-nodes-base.stickyNote",
"position": [
-2140,
-1420
],
"parameters": {
"color": 3,
"width": 920,
"height": 400,
"content": "## Get Emails with Attachments\n### \u2600\ufe0fDisclaimer\nThis workflow only processes the the first attachment of the email.\nAdjust search and limit settings to suit your use case."
},
"typeVersion": 1
},
{
"id": "3174a934-3b64-47b2-b81b-bfe717a034e2",
"name": "Sticky Note3",
"type": "n8n-nodes-base.stickyNote",
"position": [
-920,
-1120
],
"parameters": {
"color": 4,
"width": 460,
"height": 300,
"content": "## Save Document to Google Drive"
},
"typeVersion": 1
},
{
"id": "92f079d1-c5bd-45fe-9372-7ff521eda15b",
"name": "Sticky Note4",
"type": "n8n-nodes-base.stickyNote",
"position": [
-920,
-780
],
"parameters": {
"color": 5,
"width": 460,
"height": 380,
"content": "## Summarize the Email Message"
},
"typeVersion": 1
},
{
"id": "fd7d7e7a-005a-4a43-a3de-e9bb036bb615",
"name": "Sticky Note5",
"type": "n8n-nodes-base.stickyNote",
"position": [
-220,
-1120
],
"parameters": {
"color": 4,
"width": 300,
"height": 300,
"content": "## Save To Google Sheets"
},
"typeVersion": 1
},
{
"id": "c6469054-0345-4371-8928-21a04c21b131",
"name": "Sticky Note9",
"type": "n8n-nodes-base.stickyNote",
"position": [
-3060,
-1540
],
"parameters": {
"width": 540,
"height": 1340,
"content": "# Description\n\nThis workflow automates document processing using LlamaParse to extract and analyze text from various file formats. It intelligently processes documents, extracts structured data, and delivers actionable insights through multiple channels.\n\n## How It Works\n\n### Document Ingestion & Processing \ud83d\udcc4\n- Monitors Gmail for incoming attachments or accepts documents via webhook\n- Validates file formats against supported LlamaParse extensions\n- Uploads documents to LlamaParse for advanced text extraction\n- Stores original documents in Google Drive for reference\n\n### Intelligent Document Analysis \ud83e\udde0\n- Automatically classifies document types (invoices, reports, etc.)\n- Extracts structured data using customized AI prompts\n- Generates comprehensive document summaries with key insights\n- Converts unstructured text into organized JSON data\n\n### Invoice Processing Automation \ud83d\udcbc\n- Extracts critical invoice details (dates, amounts, line items)\n- Organizes financial data into structured formats\n- Calculates tax breakdowns, subtotals, and payment information\n- Maintains detailed records for accounting purposes\n\n### Multi-Channel Delivery \ud83d\udcf1\n- Saves extracted data to Google Sheets for tracking and analysis\n- Sends concise summaries via Telegram for immediate review\n- Creates searchable document archives in Google Drive\n- Updates spreadsheets with structured financial information\n\n## Setup Steps\n\n### Configure API Credentials \ud83d\udd11\n- Set up LlamaParse API connection\n- Configure Gmail OAuth for email monitoring\n- Set up Google Drive and Sheets integrations\n- Add Telegram bot credentials for notifications\n\n### Customize AI Processing \u2699\ufe0f\n- Adjust document classification parameters\n- Modify extraction templates for specific document types\n- Fine-tune summary generation prompts\n- Customize invoice data extraction schema\n\n### Test and Deploy \ud83d\ude80\n- Test with sample documents of various formats\n- Verify data extraction accuracy\n- Confirm notification delivery\n- Monitor processing pipeline performance\n\n\n"
},
"typeVersion": 1
},
{
"id": "b2024905-5c3b-49d5-89b9-ef41c4a4283c",
"name": "Sticky Note8",
"type": "n8n-nodes-base.stickyNote",
"position": [
-2440,
-1340
],
"parameters": {
"color": 4,
"width": 260,
"height": 280,
"content": "## \ud83d\udc4dTry Me!"
},
"typeVersion": 1
},
{
"id": "22284854-4005-4678-94f8-d914e031e6fc",
"name": "Sticky Note6",
"type": "n8n-nodes-base.stickyNote",
"position": [
-2480,
-1540
],
"parameters": {
"color": 7,
"width": 2600,
"height": 1180,
"content": "# \u2728\ud83d\udd2a Advanced AI Powered Document Parsing & Text Extraction with Llama Parse\n"
},
"typeVersion": 1
},
{
"id": "4f0c910e-7ae6-40ac-a659-c14a6704aaba",
"name": "Sticky Note7",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1280,
280
],
"parameters": {
"color": 6,
"width": 1160,
"height": 540,
"content": "## Example Invoice Processing\n"
},
"typeVersion": 1
},
{
"id": "e63bbfe8-8be7-4e3f-a8f5-a85b2ee82959",
"name": "Sticky Note10",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1220,
360
],
"parameters": {
"width": 360,
"height": 420,
"content": "## Extract Invoice as JSON\n\u2600\ufe0fUpdate User & System Prompt for Your Specific Use Case"
},
"typeVersion": 1
},
{
"id": "d321e139-0828-4932-b5a9-ef11f6ae9baa",
"name": "Sticky Note11",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1280,
-280
],
"parameters": {
"color": 5,
"width": 980,
"height": 520,
"content": "## Example Document Summarizing\n"
},
"typeVersion": 1
},
{
"id": "ab9081bd-c1c5-4db1-8dcd-ff243a7ab9be",
"name": "Sticky Note12",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1220,
-200
],
"parameters": {
"width": 360,
"height": 400,
"content": "## Summarize Document\n\u2600\ufe0fUpdate User & System Prompt for Your Specific Use Case"
},
"typeVersion": 1
},
{
"id": "c08bbfa8-abe1-47e2-babe-b62581bcd011",
"name": "Sticky Note13",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1760,
-40
],
"parameters": {
"color": 4,
"width": 440,
"height": 420,
"content": "## Classify Parsed Document\nAdd More Classifications as Required"
},
"typeVersion": 1
},
{
"id": "5ffb907f-9701-401e-85e8-3b91a706ab10",
"name": "Sticky Note14",
"type": "n8n-nodes-base.stickyNote",
"position": [
-2060,
-40
],
"parameters": {
"color": 3,
"width": 260,
"height": 320,
"content": "## Parsed Markdown from LlamaParse"
},
"typeVersion": 1
},
{
"id": "a53034d2-34df-421a-aa14-d9d1bbc00fc5",
"name": "Sticky Note15",
"type": "n8n-nodes-base.stickyNote",
"position": [
-2440,
-40
],
"parameters": {
"width": 340,
"height": 320,
"content": "## Receive Parsed Document from LlamaParse"
},
"typeVersion": 1
},
{
"id": "933f03f2-c231-4dcd-8aeb-ce716b8cc00e",
"name": "Sticky Note16",
"type": "n8n-nodes-base.stickyNote",
"position": [
-2480,
-320
],
"parameters": {
"color": 7,
"width": 2400,
"height": 1180,
"content": "# \ud83e\ude9dWebhook to Receive LlamaParse Response"
},
"typeVersion": 1
},
{
"id": "505a51e4-dea1-4876-964e-f59af728c65b",
"name": "Sticky Note17",
"type": "n8n-nodes-base.stickyNote",
"position": [
-1760,
420
],
"parameters": {
"color": 5,
"width": 440,
"height": 400,
"content": "## Save Parsed Document to Google Drive"
},
"typeVersion": 1
},
{
"id": "33ca5eaf-30da-4360-a12b-a7dd8614743f",
"name": "Save Summarized Document to Google Drive",
"type": "n8n-nodes-base.googleDrive",
"position": [
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0
],
"parameters": {
"name": "={{ $('Webhook').item.json.body.jobId }}-summary.md",
"content": "={{ $json.text }}",
"driveId": {
"__rl": true,
"mode": "list",
"value": "My Drive"
},
"options": [],
"folderId": {
"__rl": true,
"mode": "list",
"value": "root",
"cachedResultUrl": "https:\/\/drive.google.com\/drive",
"cachedResultName": "\/ (Root folder)"
},
"operation": "createFromText"
},
"credentials": {
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"id": "UhdXGYLTAJbsa0xX",
"name": "Google Drive account"
}
},
"typeVersion": 3
},
{
"id": "a1e8264f-fa99-49a5-a837-6aaf3a2dc39a",
"name": "Save Parsed Document to Google Drive",
"type": "n8n-nodes-base.googleDrive",
"position": [
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560
],
"parameters": {
"name": "={{ $('Webhook').item.json.body.jobId }}-parsed.md",
"content": "={{ $json.data }}",
"driveId": {
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"mode": "list",
"value": "My Drive"
},
"options": [],
"folderId": {
"__rl": true,
"mode": "list",
"value": "root",
"cachedResultUrl": "https:\/\/drive.google.com\/drive",
"cachedResultName": "\/ (Root folder)"
},
"operation": "createFromText"
},
"credentials": {
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"id": "UhdXGYLTAJbsa0xX",
"name": "Google Drive account"
}
},
"typeVersion": 3
}
],
"active": true,
"pinData": [],
"settings": {
"timezone": "America\/Vancouver",
"callerPolicy": "workflowsFromSameOwner",
"executionOrder": "v1"
},
"versionId": "c11e3a8a-499b-4b1e-b919-ffbed36ba898",
"connections": {
"Gmail": {
"main": [
[
{
"node": "Limit",
"type": "main",
"index": 0
}
]
]
},
"Limit": {
"main": [
[
{
"node": "Get Message",
"type": "main",
"index": 0
}
]
]
},
"Merge": {
"main": [
[
{
"node": "Parse Document with LlamaParse",
"type": "main",
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},
{
"node": "Save Document to Google Drive",
"type": "main",
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},
{
"node": "Summarize Email",
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}
]
]
},
"Webhook": {
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[
{
"node": "Get Parsed Markdown",
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}
]
]
},
"Aggregate": {
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[
{
"node": "Edit Fields",
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}
]
]
},
"Edit Fields": {
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[
{
"node": "If Supported File Extensions",
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}
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]
},
"Get Message": {
"main": [
[
{
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},
"gpt-4o-mini": {
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{
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},
"HTTP Request": {
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{
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},
"Prepare Data": {
"main": [
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{
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}
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},
"gpt-4o-mini1": {
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{
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"type": "ai_languageModel",
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}
]
]
},
"gpt-4o-mini2": {
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[
{
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"type": "ai_languageModel",
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}
]
]
},
"gpt-4o-mini3": {
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[
{
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"type": "ai_languageModel",
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},
"Gmail Trigger": {
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[
{
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]
},
"Invoice Details": {
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{
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{
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}
]
]
},
"Prepare Message": {
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{
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}
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},
"Summarize Email": {
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{
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}
]
]
},
"Summarize Document": {
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{
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{
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}
],
[
{
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}
]
]
},
"Get Parsed Markdown": {
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{
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},
{
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}
]
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},
"Merge Email Processing": {
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}
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]
},
"Classify Parsed Document": {
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{
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[
{
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}
]
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},
"If Supported File Extensions": {
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{
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}
],
[
{
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}
]
]
},
"Is there an Email Attachement": {
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{
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},
{
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],
[
{
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}
]
]
},
"Save Document to Google Drive": {
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{
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}
]
]
},
"Parse Document with LlamaParse": {
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{
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}
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},
"Extract Invoice Details as JSON": {
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[
{
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"index": 0
}
],
[
{
"node": "Send Error Message 2",
"type": "main",
"index": 0
}
]
]
},
"Save LlamaParse ID and Summary to Google Sheets": {
"main": [
[]
]
}
}
}
