{ "workflow": { "id": 3102, "name": "Parse and Extract Data from Documents/Images with Mistral OCR", "views": 40421, "recentViews": 4, "totalViews": 40421, "createdAt": "2025-03-06T23:17:34.872Z", "description": "Mistral OCR is a super convenient way to parse and extract data from multi-page PDFs or single images using AI.\n\nWhat makes it special and differs it from the competition is that Mistral OCR also performs document page splitting and markdown conversion. This helps reduce dependencies required for document parsing workflows where tools like StirlingPDF.\n\nRead the official documentation on Mistral OCR API here: [https://docs.mistral.ai/capabilities/document/#tag/ocr/operation/ocr_v1_ocr_post](https://docs.mistral.ai/capabilities/document/#tag/ocr/operation/ocr_v1_ocr_post)\n\n## How it works\n* To access Mistral-OCR, you'll need to use Mistral Cloud API via the HTTP request node\n* Mistral OCR can only accept 2 file types: PDF and Image. Here, we use 2 different request to the Mistral-OCR API to parse a bank statement PDF and an screenshot of a bank statement to extract the tables.\n* Next, we explore a more secure method of uploading documents to the Mistral OCR API by using Mistral's cloud storage. In example 2, we first store a copy of our documents to Mistral cloud and then generate a signed URL to retreive the file before sending it to Mistral OCR. This ensures the file is not accessible publicly and protects it from unauthorised access.\n* Finally, another way to use Mistral-OCR is via document understanding. This allows you to ask questions about the document rather than extract contents from it. In example 3, I demonstrate this use-case asking Mistral-small to tell me how many deposits are shown in the bank statement.\n\n## How to use\n* Ensure your documents are either publicly accessible for Mistral-OCR or upload them to Mistral Cloud. Alternatively, signed urls from AWS S3 or 对象存储 should also work.\n\n## Requirements\n* Mistral Cloud account and API Key. You'll also need credit on your account to use Mistral-OCR.\n\n## Customising the workflow\n* Mistral-OCR also works for images such as charts and diagrams so try using it on Financial Reports.\n* Mistral-OCR is even cheaper with batching enabled. This returns your results within 24hrs but is half the price per page.", "workflow": { "meta": { "instanceId": "408f9fb9940c3cb18ffdef0e0150fe342d6e655c3a9fac21f0f644e8bedabcd9", "templateCredsSetupCompleted": true }, "nodes": [ { "id": "c499b8cc-7cc8-411d-9c22-d46c7654e169", "name": "Mistral Upload", "type": "n8n-nodes-base.httpRequest", "position": [ 700, -20 ], "parameters": { "url": "https://api.mistral.ai/v1/files", "method": "POST", "options": {}, "sendBody": true, "contentType": "multipart-form-data", "authentication": "predefinedCredentialType", "bodyParameters": { "parameters": [ { "name": "purpose", "value": "ocr" }, { "name": "file", "parameterType": "formBinaryData", "inputDataFieldName": "data" } ] }, "nodeCredentialType": "mistralCloudApi" }, "credentials": { "mistralCloudApi": { "id": "credential-id", "name": "mistralCloudApi Credential" } }, "typeVersion": 4.2 }, { "id": "08cbe4b7-2adc-4ea0-8dfc-af107369b1dd", "name": "When clicking ‘Test workflow’", "type": "n8n-nodes-base.manualTrigger", "position": [ -540, -20 ], "parameters": {}, "typeVersion": 1 }, { "id": "965f294a-5d77-4190-ad4f-ff191aba0948", "name": "Mistral Signed URL", "type": "n8n-nodes-base.httpRequest", "position": [ 900, -20 ], "parameters": { "url": "=https://api.mistral.ai/v1/files/{{ $json.id }}/url", "options": {}, "sendQuery": true, "sendHeaders": true, "authentication": "predefinedCredentialType", "queryParameters": { "parameters": [ { "name": "expiry", "value": "24" } ] }, "headerParameters": { "parameters": [ { "name": "Accept", "value": "application/json" } ] }, "nodeCredentialType": "mistralCloudApi" }, "credentials": { "mistralCloudApi": { "id": "credential-id", "name": "mistralCloudApi Credential" } }, "typeVersion": 4.2 }, { "id": "7abfb1f8-f6c8-4fd0-a78e-9d4b97a4d6bc", "name": "Import PDF", "type": "n8n-nodes-base.googleDrive", "position": [ 480, -20 ], "parameters": { "fileId": { "__rl": true, "mode": "id", "value": "15BcE6nXto9lQDHPmwjm7y9JPerAVEutY" }, "options": {}, "operation": "download" }, "credentials": { "googleDriveOAuth2Api": { "id": "credential-id", "name": "googleDriveOAuth2Api Credential" } }, "typeVersion": 3 }, { "id": "8942c6bf-4d86-4a95-aa4a-c819008e2534", "name": "Import Image", "type": "n8n-nodes-base.googleDrive", "position": [ 480, 200 ], "parameters": { "fileId": { "__rl": true, "mode": "id", "value": "1a2FcRDWHHncMO8CYxD80uNUBGH1Sy1k2" }, "options": {}, "operation": "download" }, "credentials": { "googleDriveOAuth2Api": { "id": "credential-id", "name": "googleDriveOAuth2Api Credential" } }, "typeVersion": 3 }, { "id": "94a1c3ca-1ca7-4bb1-9e7c-8314742423ab", "name": "Mistral Upload1", "type": "n8n-nodes-base.httpRequest", "position": [ 700, 200 ], "parameters": { "url": "https://api.mistral.ai/v1/files", "method": "POST", "options": {}, "sendBody": true, "contentType": "multipart-form-data", "authentication": "predefinedCredentialType", "bodyParameters": { "parameters": [ { "name": "purpose", "value": "ocr" }, { "name": "file", "parameterType": "formBinaryData", "inputDataFieldName": "data" } ] }, "nodeCredentialType": "mistralCloudApi" }, "credentials": { "mistralCloudApi": { "id": "credential-id", "name": "mistralCloudApi Credential" } }, "typeVersion": 4.2 }, { "id": "9d075eec-ba0e-41e1-8bdc-a732bc0f9229", "name": "Mistral Signed URL1", "type": "n8n-nodes-base.httpRequest", "position": [ 900, 200 ], "parameters": { "url": "=https://api.mistral.ai/v1/files/{{ $json.id }}/url", "options": {}, "sendQuery": true, "sendHeaders": true, "authentication": "predefinedCredentialType", "queryParameters": { "parameters": [ { "name": "expiry", "value": "24" } ] }, "headerParameters": { "parameters": [ { "name": "Accept", "value": "application/json" } ] }, "nodeCredentialType": "mistralCloudApi" }, "credentials": { "mistralCloudApi": { "id": "credential-id", "name": "mistralCloudApi Credential" } }, "typeVersion": 4.2 }, { "id": "f623f066-fc70-40fa-b608-f28a75a8ac8c", "name": "Mistral DOC OCR", "type": "n8n-nodes-base.httpRequest", "position": [ 1100, -20 ], "parameters": { "url": "https://api.mistral.ai/v1/ocr", "method": "POST", "options": {}, "jsonBody": "={\n \"model\": \"mistral-ocr-latest\",\n \"document\": {\n \"type\": \"document_url\",\n \"document_url\": \"{{ $json.url }}\"\n },\n \"include_image_base64\": true\n}", "sendBody": true, "specifyBody": "json", "authentication": "predefinedCredentialType", "nodeCredentialType": "mistralCloudApi" }, "credentials": { "mistralCloudApi": { "id": "credential-id", "name": "mistralCloudApi Credential" } }, "typeVersion": 4.2 }, { "id": "15913796-e7c8-451a-8e7b-da7a3b10db02", "name": "Mistral IMAGE OCR", "type": "n8n-nodes-base.httpRequest", "position": [ 1100, 200 ], "parameters": { "url": "https://api.mistral.ai/v1/ocr", "method": "POST", "options": {}, "jsonBody": "={\n \"model\": \"mistral-ocr-latest\",\n \"document\": {\n \"type\": \"image_url\",\n \"image_url\": \"{{ $json.url }}\"\n }\n}", "sendBody": true, "specifyBody": "json", "authentication": "predefinedCredentialType", "nodeCredentialType": "mistralCloudApi" }, "credentials": { "mistralCloudApi": { "id": "credential-id", "name": "mistralCloudApi Credential" } }, "typeVersion": 4.2 }, { "id": "a79524ff-84f0-46db-bb8e-afc18f1ddd40", "name": "Document URL", "type": "n8n-nodes-base.set", "position": [ -160, -20 ], "parameters": { "options": {}, "assignments": { "assignments": [ { "id": "1eb5f18b-eb06-48df-8491-d60de75b4855", "name": "url", "type": "string", "value": "=https://pub-d4aa9be14ae34d6ebcebe06f13af667b.r2.dev/multimodal_bank_statement_scan.pdf" } ] } }, "typeVersion": 3.4 }, { "id": "72b89f33-a67c-4f73-9a78-e8ccd02fbc98", "name": "Image URL", "type": "n8n-nodes-base.set", "position": [ -160, 200 ], "parameters": { "options": {}, "assignments": { "assignments": [ { "id": "1eb5f18b-eb06-48df-8491-d60de75b4855", "name": "url", "type": "string", "value": "=https://pub-d4aa9be14ae34d6ebcebe06f13af667b.r2.dev/multimodal_bank_statement_2.png" } ] } }, "typeVersion": 3.4 }, { "id": "808ccbb3-0dae-4e2c-9166-bf40c589824a", "name": "Sticky Note", "type": "n8n-nodes-base.stickyNote", "position": [ -320, -160 ], "parameters": { "color": 7, "width": 680, "height": 580, "content": "### Example 1. Publicly Hosted Files\nThe default way to use Mistral OCR is to give it a public URL of the file you want processed. Great for your own semi-private docs or other people's. If you rather not expose files due to privacy concerns, then you'd want to check out example 2." }, "typeVersion": 1 }, { "id": "b968d6ab-9582-495d-84af-f75833701e2a", "name": "Sticky Note1", "type": "n8n-nodes-base.stickyNote", "position": [ 400, -160 ], "parameters": { "color": 7, "width": 920, "height": 560, "content": "### Example 2. Privately Hosted via Mistral Cloud\nGive Mistral OCR private and secure access to your files by uploading them to Mistral cloud first. Retrieve the file using a signed URL and pass this to Mistral OCR. Benefit of storing via Mistral could be faster cache access and reduced latency for repeat docs." }, "typeVersion": 1 }, { "id": "f2c0b30a-49be-4850-b102-f23d0feac0ec", "name": "Mistral DOC OCR1", "type": "n8n-nodes-base.httpRequest", "position": [ 60, -20 ], "parameters": { "url": "https://api.mistral.ai/v1/ocr", "method": "POST", "options": {}, "jsonBody": "={\n \"model\": \"mistral-ocr-latest\",\n \"document\": {\n \"type\": \"document_url\",\n \"document_url\": \"{{ $json.url }}\"\n }\n}", "sendBody": true, "specifyBody": "json", "authentication": "predefinedCredentialType", "nodeCredentialType": "mistralCloudApi" }, "credentials": { "mistralCloudApi": { "id": "credential-id", "name": "mistralCloudApi Credential" } }, "typeVersion": 4.2 }, { "id": "64a28537-e70b-48bc-b580-cc9d5a5a1b80", "name": "Mistral IMAGE OCR1", "type": "n8n-nodes-base.httpRequest", "position": [ 60, 200 ], "parameters": { "url": "https://api.mistral.ai/v1/ocr", "method": "POST", "options": {}, "jsonBody": "={\n \"model\": \"mistral-ocr-latest\",\n \"document\": {\n \"type\": \"image_url\",\n \"image_url\": \"{{ $json.url }}\"\n }\n}", "sendBody": true, "specifyBody": "json", "authentication": "predefinedCredentialType", "nodeCredentialType": "mistralCloudApi" }, "credentials": { "mistralCloudApi": { "id": "credential-id", "name": "mistralCloudApi Credential" } }, "typeVersion": 4.2 }, { "id": "3caaa30b-21f2-4643-93dd-8dff6f3c1920", "name": "Sticky Note2", "type": "n8n-nodes-base.stickyNote", "position": [ -740, -440 ], "parameters": { "width": 380, "height": 640, "content": "## Document Parsing with Mistral OCR\nUp your structured document parsing game with Mistral's latest release... **Mistral-OCR**!\n* Designed to specifically parse PDF and image files.\n* Handles multiple-page documents and images up to 10k pixels.\n* Each page is conveniently transcribed as markdown only - there is no plain text output.\n* Incredible pricing at only $0.001 per page!\n\n### Requirements\n* You'll need a Mistral Cloud API Key\n* This template only works with the Mistral Cloud API for Mistral OCR." }, "typeVersion": 1 }, { "id": "bd4d0c9f-f4a6-4527-8f9d-5af90a2858c2", "name": "Sticky Note3", "type": "n8n-nodes-base.stickyNote", "position": [ 1360, -160 ], "parameters": { "color": 7, "width": 680, "height": 580, "content": "### Example 3. No need for Extraction? Talk Directly with the File!\nIt seems Mistral were also able to integrate OCR capabilities into its text models which allows you to carry out tasks such as document classification and sentiment analysis really quickly. Unfortunately, it doesn't work the same way with images - you have to use Pixtral but the results are really bad!" }, "typeVersion": 1 }, { "id": "c9a9d4bb-4ee6-413a-9f08-97fdcee22bf2", "name": "Document URL1", "type": "n8n-nodes-base.set", "position": [ 1520, -20 ], "parameters": { "options": {}, "assignments": { "assignments": [ { "id": "1eb5f18b-eb06-48df-8491-d60de75b4855", "name": "url", "type": "string", "value": "=https://pub-d4aa9be14ae34d6ebcebe06f13af667b.r2.dev/multimodal_bank_statement_scan.pdf" }, { "id": "c639fce3-6967-444d-be18-6c9ce802ef22", "name": "query", "type": "string", "value": "what is the total number of deposits?" } ] } }, "typeVersion": 3.4 }, { "id": "5de4d62c-af8f-4e6d-adbd-2f591a2165f7", "name": "Document Understanding", "type": "n8n-nodes-base.httpRequest", "position": [ 1740, -20 ], "parameters": { "url": "https://api.mistral.ai/v1/chat/completions", "method": "POST", "options": {}, "jsonBody": "={\n \"model\": \"mistral-small-latest\",\n \"messages\": [\n {\n \"role\": \"user\",\n \"content\": [\n {\n \"type\": \"text\",\n \"text\": \"{{ $json.query }}\"\n },\n {\n \"type\": \"document_url\",\n \"document_url\": \"{{ $json.url }}\"\n }\n ]\n }\n ],\n \"document_image_limit\": 8,\n \"document_page_limit\": 64\n}", "sendBody": true, "specifyBody": "json", "authentication": "predefinedCredentialType", "nodeCredentialType": "mistralCloudApi" }, "credentials": { "mistralCloudApi": { "id": "credential-id", "name": "mistralCloudApi Credential" } }, "typeVersion": 4.2 }, { "id": "9a7bbff0-d446-469d-aa61-838e8c025ad5", "name": "Image URL1", "type": "n8n-nodes-base.set", "position": [ 1520, 200 ], "parameters": { "options": {}, "assignments": { "assignments": [ { "id": "1eb5f18b-eb06-48df-8491-d60de75b4855", "name": "url", "type": "string", "value": "=https://pub-d4aa9be14ae34d6ebcebe06f13af667b.r2.dev/multimodal_bank_statement_2.png" }, { "id": "639cd062-ebef-44ab-97a2-79ee388f8b41", "name": "query", "type": "string", "value": "what is the total number of deposits?" } ] } }, "typeVersion": 3.4 }, { "id": "ca43d437-a373-4938-a0a8-8087a98d46a8", "name": "Document Mis-Understanding?", "type": "n8n-nodes-base.httpRequest", "position": [ 1740, 200 ], "parameters": { "url": "https://api.mistral.ai/v1/chat/completions", "method": "POST", "options": {}, "jsonBody": "={\n \"model\": \"pixtral-large-latest\",\n \"messages\": [\n {\n \"role\": \"user\",\n \"content\": [\n {\n \"type\": \"text\",\n \"text\": \"{{ $json.query }}\"\n },\n {\n \"type\": \"image_url\",\n \"image_url\": \"{{ $json.url }}\"\n }\n ]\n }\n ],\n \"document_image_limit\": 8,\n \"document_page_limit\": 64\n}", "sendBody": true, "specifyBody": "json", "authentication": "predefinedCredentialType", "nodeCredentialType": "mistralCloudApi" }, "credentials": { "mistralCloudApi": { "id": "credential-id", "name": "mistralCloudApi Credential" } }, "typeVersion": 4.2 } ], "pinData": {}, "connections": { "Image URL": { "main": [ [ { "node": "Mistral IMAGE OCR1", "type": "main", "index": 0 } ] ] }, "Image URL1": { "main": [ [ { "node": "Document Mis-Understanding?", "type": "main", "index": 0 } ] ] }, "Import PDF": { "main": [ [ { "node": "Mistral Upload", "type": "main", "index": 0 } ] ] }, "Document URL": { "main": [ [ { "node": "Mistral DOC OCR1", "type": "main", "index": 0 } ] ] }, "Import Image": { "main": [ [ { "node": "Mistral Upload1", "type": "main", "index": 0 } ] ] }, "Document URL1": { "main": [ [ { "node": "Document Understanding", "type": "main", "index": 0 } ] ] }, "Mistral Upload": { "main": [ [ { "node": "Mistral Signed URL", "type": "main", "index": 0 } ] ] }, "Mistral Upload1": { "main": [ [ { "node": "Mistral Signed URL1", "type": "main", "index": 0 } ] ] }, "Mistral DOC OCR1": { "main": [ [] ] }, "Mistral Signed URL": { "main": [ [ { "node": "Mistral DOC OCR", "type": "main", "index": 0 } ] ] }, "Mistral Signed URL1": { "main": [ [ { "node": "Mistral IMAGE OCR", "type": "main", "index": 0 } ] ] }, "When clicking ‘Test workflow’": { "main": [ [ { "node": "Document URL", "type": "main", "index": 0 }, { "node": "Image URL", "type": "main", "index": 0 } ] ] } } }, "lastUpdatedBy": 16, "workflowInfo": { "nodeCount": 21, "nodeTypes": { "n8n-nodes-base.set": { "count": 4 }, "n8n-nodes-base.stickyNote": { "count": 4 }, "n8n-nodes-base.googleDrive": { "count": 2 }, "n8n-nodes-base.httpRequest": { "count": 10 }, "n8n-nodes-base.manualTrigger": { "count": 1 } } }, "status": "published", "user": { "name": "Jimleuk", "username": "jimleuk", "bio": "Founder @ Subworkflow.ai - the fastest way to build durable RAG applications.\n\nFreelance AI Automation Engineer based in London, UK. Since 2024, my n8n templates have documented my journey into applied AI and have helped hundreds of businesses and organisations get up to speed with AI automation. Today, I continue to explore use-cases as AI evolves and occasionally upload templates which I find novel and interesting.\n\nSubscribe to the RSS Feed: https://cdn.subworkflow.ai/n8n-templates/rss.xml", "verified": true, "links": [ "https://linkedin.com/in/jimleuk" ], "avatar": "https://gravatar.com/avatar/4ab99e51473df76838beeaac908747f7928c625f869794815cabe34016967d51?r=pg&d=retro&size=200" }, "nodes": [ { "id": 19, "icon": "file:httprequest.svg", "name": "n8n-nodes-base.httpRequest", "codex": { "data": { "alias": [ "API", "Request", "URL", "Build", "cURL" ], "resources": { "generic": [ { "url": "https://n8n.io/blog/2021-the-year-to-automate-the-new-you-with-n8n/", "icon": "☀️", "label": "2021: The Year to Automate the New You with n8n" }, { "url": "https://n8n.io/blog/why-business-process-automation-with-n8n-can-change-your-daily-life/", "icon": "🧬", "label": "Why business process automation with n8n can change your daily life" }, { "url": 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