Darmowy szablon automatyzacji

✨🔪 Zaawansowana analiza dokumentów z wykorzystaniem sztucznej inteligencji i ekstrakcja tekstu za pomocą Llama Parse

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Opis automatyzacji przetwarzania dokumentów w n8n

Ten szablon automatyzuje przetwarzanie dokumentów przy użyciu LlamaParse do ekstrakcji i analizy tekstu z różnych formatów plików. Inteligentnie przetwarza dokumenty, wyodrębnia ustrukturyzowane dane i dostarcza wartościowe informacje poprzez wiele kanałów.

Jak to działa

Pobieranie i przetwarzanie dokumentów

  • Monitoruje Gmail pod kątem załączników lub akceptuje dokumenty przez webhook
  • Weryfikuje formaty plików zgodnie z obsługiwanymi rozszerzeniami LlamaParse
  • Przesyła dokumenty do LlamaParse w celu zaawansowanej ekstrakcji tekstu
  • Przechowuje oryginalne dokumenty w Google Drive jako referencje

Inteligentna analiza dokumentów

  • Automatycznie klasyfikuje typy dokumentów (faktury, raporty itp.)
  • Wyodrębnia ustrukturyzowane dane przy użyciu dostosowanych promptów AI
  • Generuje kompleksowe podsumowania dokumentów z kluczowymi informacjami
  • Konwertuje nieustrukturyzowany tekst w uporządkowane dane JSON

Automatyzacja przetwarzania faktur

  • Wyodrębnia kluczowe dane z faktur (daty, kwoty, pozycje)
  • Organizuje dane finansowe w ustrukturyzowane formaty
  • Oblicza podatki, sumy częściowe i informacje o płatnościach
  • Prowadzi szczegółowe zapisy dla celów księgowych

Dostarczanie przez wiele kanałów

  • Zapisuje wyodrębnione dane w Google Sheets do śledzenia i analizy
  • Wysyła zwięzłe podsumowania przez Telegram do natychmiastowego przeglądu
  • Tworzy przeszukiwalne archiwa dokumentów w Google Drive
  • Aktualizuje arkusze z ustrukturyzowanymi informacjami finansowymi

Kroki konfiguracji

Konfiguracja poświadczeń API

  • Skonfiguruj połączenie API LlamaParse
  • Skonfiguruj OAuth Gmail do monitorowania poczty
  • Skonfiguruj integracje Google Drive i Google Sheets
  • Dodaj dane uwierzytelniające bota Telegram do powiadomień

Dostosowanie przetwarzania AI

  • Dostosuj parametry klasyfikacji dokumentów
  • Modyfikuj szablony ekstrakcji dla konkretnych typów dokumentów
  • Dostosuj prompty generowania podsumowań
  • Personalizuj schemat ekstrakcji danych z faktur

Testowanie i wdrożenie

  • Przetestuj na przykładowych dokumentach różnych formatów
  • Zweryfikuj dokładność ekstrakcji danych
  • Potwierdź dostarczanie powiadomień
  • Monitoruj wydajność procesu przetwarzania

Przykłady zastosowań

Ta automatyzacja znajduje zastosowanie w wielu obszarach biznesowych, usprawniając procesy związane z dokumentami. Oto kluczowe scenariusze wykorzystania:

  • Automatyczne przetwarzanie faktur i rachunków dla działów księgowości
  • Ekstrakcja danych z dokumentów prawnych i umów
  • Przetwarzanie raportów sprzedaży i analiz rynkowych
  • Automatyzacja wprowadzania danych z formularzy i wniosków
  • Przetwarzanie dokumentów medycznych i kart pacjentów
  • Analiza dokumentów przetargowych i ofert
  • Automatyzacja archiwizacji i kategoryzacji dokumentów firmowych


   Skopiuj kod szablonu   
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"service_fees_total": 0.00,n "tips_total": 0.00,n "current_excl_gst": 0.00,n "container_deposit_total": 0.00, # Added for depositsn "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 contentn "total_savings": 0.00, # Added for savingsn "final_amount_due": 0.00n },n "payment_terms": {n "due_date": "",n "processing_date": "",n "special_notices": [],n "cancellation_policy": "",n "refund_policy": "",n "return_policy": "" # Added for return policyn },n "additional_info": {n "booking_number": "",n "transaction_time": "", # Added for transaction timen "register_info": "", # Added for register detailsn "event_details": {n "date": "",n "time": "",n "location": ""n },n "special_instructions": []n },n "summary": "" # The natural language summary of the invoicen}nnMarkdown Content:n{{ $json.data }}nnImportant:n- Extract exact values from the markdownn- Return only valid JSONn- Include all fields even if emptyn- Format numbers as floats with 2 decimal placesn- Track container deposits separatelyn- Show liquor PST (10%) separately from regular PST if provided in markdown contentn- Include regular prices and savings amountsn- Track transaction details including card info and authorizationn- Parse return policy informationn- Include register and transaction time detailsn- Ensure final_amount_due equals the sum of all applicable charges and taxesn- Summarize the markdown contentsn- Only output valid JSON without any preamble or further explanation. 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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":3.4},{"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":3.4},{"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":1.2},{"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":1.2},{"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":1.2},{"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":1.2},{"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:nn## Document Analysisn- A concise executive summary (2-3 sentences)n- Key themes and main pointsn- Notable findings or insightsn- Data highlights and important statistics (if applicable)nn## Recommendationsn- Action items or next stepsn- Areas requiring further investigationn- Potential implicationsnn## Format Requirementsn- Structure the analysis using clear headers and sectionsn- Include relevant quotes to support key pointsn- Present any numerical data in tables or bullet pointsn- Highlight critical information using bold textnnPlease maintain the original document's context while making the content more accessible and actionable.nnHere 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":3.4},{"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":3.4},{"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":4.2},{"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":2.2},{"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":3.4},{"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":2.2},{"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 Extensionnhttps://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 Attachmentsn### ☀️DisclaimernThis 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":"# DescriptionnnThis 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.nn## How It Worksnn### Document Ingestion & Processing 📄n- Monitors Gmail for incoming attachments or accepts documents via webhookn- Validates file formats against supported LlamaParse extensionsn- Uploads documents to LlamaParse for advanced text extractionn- Stores original documents in Google Drive for referencenn### Intelligent Document Analysis 🧠n- Automatically classifies document types (invoices, reports, etc.)n- Extracts structured data using customized AI promptsn- Generates comprehensive document summaries with key insightsn- Converts unstructured text into organized JSON datann### Invoice Processing Automation 💼n- Extracts critical invoice details (dates, amounts, line items)n- Organizes financial data into structured formatsn- Calculates tax breakdowns, subtotals, and payment informationn- Maintains detailed records for accounting purposesnn### Multi-Channel Delivery 📱n- Saves extracted data to Google Sheets for tracking and analysisn- Sends concise summaries via Telegram for immediate reviewn- Creates searchable document archives in Google Driven- Updates spreadsheets with structured financial informationnn## Setup Stepsnn### Configure API Credentials 🔑n- Set up LlamaParse API connectionn- Configure Gmail OAuth for email monitoringn- Set up Google Drive and Sheets integrationsn- Add Telegram bot credentials for notificationsnn### Customize AI Processing ⚙️n- Adjust document classification parametersn- Modify extraction templates for specific document typesn- Fine-tune summary generation promptsn- Customize invoice data extraction schemann### Test and Deploy 🚀n- Test with sample documents of various formatsn- Verify data extraction accuracyn- Confirm notification deliveryn- Monitor processing pipeline performancennn"},"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":"## 👍Try 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":"# ✨🔪 Advanced AI Powered Document Parsing & Text Extraction with Llama Parsen"},"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 Processingn"},"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 JSONn☀️Update 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 Summarizingn"},"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 Documentn☀️Update 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 DocumentnAdd 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":"# 🪝Webhook 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":[-540,0],"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":{"googleDriveOAuth2Api":{"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":[-1600,560],"parameters":{"name":"={{ $('Webhook').item.json.body.jobId }}-parsed.md","content":"={{ $json.data }}","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":{"googleDriveOAuth2Api":{"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","index":0},{"node":"Save Document to Google Drive","type":"main","index":0},{"node":"Summarize Email","type":"main","index":0}]]},"Webhook":{"main":[[{"node":"Get Parsed Markdown","type":"main","index":0}]]},"Aggregate":{"main":[[{"node":"Edit Fields","type":"main","index":0}]]},"Edit Fields":{"main":[[{"node":"If Supported File Extensions","type":"main","index":0}]]},"Get Message":{"main":[[{"node":"Is there an Email Attachement","type":"main","index":0}]]},"gpt-4o-mini":{"ai_languageModel":[[{"node":"Summarize Email","type":"ai_languageModel","index":0}]]},"HTTP Request":{"main":[[{"node":"Aggregate","type":"main","index":0}]]},"Prepare Data":{"main":[[{"node":"Merge Email Processing","type":"main","index":1}]]},"gpt-4o-mini1":{"ai_languageModel":[[{"node":"Classify Parsed Document","type":"ai_languageModel","index":0}]]},"gpt-4o-mini2":{"ai_languageModel":[[{"node":"Extract Invoice Details as JSON","type":"ai_languageModel","index":0}]]},"gpt-4o-mini3":{"ai_languageModel":[[{"node":"Summarize Document","type":"ai_languageModel","index":0}]]},"Gmail Trigger":{"main":[[{"node":"Gmail","type":"main","index":0}]]},"Invoice Details":{"main":[[{"node":"Prepare Message","type":"main","index":0},{"node":"Update Google Sheet by LlamaParse ID","type":"main","index":0}]]},"Prepare Message":{"main":[[{"node":"Send Invoice Details as Telegram Message","type":"main","index":0}]]},"Summarize Email":{"main":[[{"node":"Merge Email Processing","type":"main","index":2}]]},"Summarize Document":{"main":[[{"node":"Send Document Summary as Telegram Message","type":"main","index":0},{"node":"Save Summarized Document to Google Drive","type":"main","index":0}],[{"node":"Send Error Message 1","type":"main","index":0}]]},"Get Parsed Markdown":{"main":[[{"node":"Classify Parsed Document","type":"main","index":0},{"node":"Save Parsed Document to Google Drive","type":"main","index":0}]]},"Merge Email Processing":{"main":[[{"node":"Save LlamaParse ID and Summary to Google Sheets","type":"main","index":0}]]},"Classify Parsed Document":{"main":[[{"node":"Summarize Document","type":"main","index":0}],[{"node":"Extract Invoice Details as JSON","type":"main","index":0}]]},"If Supported File Extensions":{"main":[[{"node":"Merge","type":"main","index":1}],[{"node":"No Operation, do nothing1","type":"main","index":0}]]},"Is there an Email Attachement":{"main":[[{"node":"HTTP Request","type":"main","index":0},{"node":"Merge","type":"main","index":0}],[{"node":"No Operation, do nothing","type":"main","index":0}]]},"Save Document to Google Drive":{"main":[[{"node":"Prepare Data","type":"main","index":0}]]},"Parse Document with LlamaParse":{"main":[[{"node":"Merge Email Processing","type":"main","index":0}]]},"Extract Invoice Details as JSON":{"main":[[{"node":"Invoice Details","type":"main","index":0}],[{"node":"Send Error Message 2","type":"main","index":0}]]},"Save LlamaParse ID and Summary to Google Sheets":{"main":[[]]}}}
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