Jordan Hoyle This workflow corresponds to n8n.io template #10132 — we link there as the canonical source.
This workflow follows the Agent → Chainllm recipe pattern — see all workflows that pair these two integrations.
The workflow JSON
Copy or download the full n8n JSON below. Paste it into a new n8n workflow, add your credentials, activate. Full import guide →
{
"meta": {
"templateCredsSetupCompleted": true
},
"nodes": [
{
"id": "a17d72e8-0d05-46ee-a707-7dcb244d0ec4",
"name": "Schedule Trigger1",
"type": "n8n-nodes-base.scheduleTrigger",
"position": [
-592,
80
],
"parameters": {},
"typeVersion": 1.2
},
{
"id": "a38f893f-01a4-4eaa-965e-fa5fa903492a",
"name": "Get items in a folder1",
"type": "n8n-nodes-base.microsoftOneDrive",
"position": [
-176,
192
],
"parameters": {},
"retryOnFail": true,
"typeVersion": 1
},
{
"id": "8b617469-c119-4863-990e-c95cea1d013e",
"name": "Get items in a folder2",
"type": "n8n-nodes-base.microsoftOneDrive",
"position": [
-176,
400
],
"parameters": {},
"retryOnFail": true,
"typeVersion": 1
},
{
"id": "731e572e-ebfb-42b2-aed5-824da404bbb1",
"name": "Get items in a folder3",
"type": "n8n-nodes-base.microsoftOneDrive",
"position": [
-176,
608
],
"parameters": {},
"retryOnFail": true,
"typeVersion": 1
},
{
"id": "607f556b-e2de-410b-a400-ef08d6e4260a",
"name": "Get items in a folder4",
"type": "n8n-nodes-base.microsoftOneDrive",
"position": [
-176,
816
],
"parameters": {},
"retryOnFail": true,
"typeVersion": 1
},
{
"id": "408b5856-801f-44cb-8c86-bfe0a4284d79",
"name": "Get items in a folder5",
"type": "n8n-nodes-base.microsoftOneDrive",
"position": [
-176,
1024
],
"parameters": {},
"retryOnFail": true,
"typeVersion": 1
},
{
"id": "5b32fd3c-8674-4854-905d-28be28059662",
"name": "Get items in a folder6",
"type": "n8n-nodes-base.microsoftOneDrive",
"position": [
-176,
1232
],
"parameters": {},
"retryOnFail": true,
"typeVersion": 1
},
{
"id": "71988653-97ca-4c13-85a4-d2aa51e948ef",
"name": "Merge",
"type": "n8n-nodes-base.merge",
"position": [
304,
896
],
"parameters": {},
"typeVersion": 3.2
},
{
"id": "cad996c1-1ee6-414d-a540-a4b58e3c35ad",
"name": "Get items in a folder7",
"type": "n8n-nodes-base.microsoftOneDrive",
"position": [
-176,
1440
],
"parameters": {},
"retryOnFail": true,
"typeVersion": 1
},
{
"id": "657b804a-cfe3-48d0-9723-0e6be0a471b6",
"name": "2nd Loop Over Items1",
"type": "n8n-nodes-base.splitInBatches",
"position": [
1264,
912
],
"parameters": {},
"typeVersion": 3
},
{
"id": "0db144f8-279b-44b3-a167-4a73d566aaff",
"name": "Mistral Cloud Chat Model",
"type": "@n8n/n8n-nodes-langchain.lmChatMistralCloud",
"position": [
1584,
1696
],
"parameters": {},
"typeVersion": 1
},
{
"id": "381956a5-e6b7-41be-8709-0c3ee1400366",
"name": "Aggregate",
"type": "n8n-nodes-base.aggregate",
"position": [
2400,
1296
],
"parameters": {},
"typeVersion": 1
},
{
"id": "d381fec2-6f61-47fd-9e09-b8996a2a96c4",
"name": "Structured Output Parser",
"type": "@n8n/n8n-nodes-langchain.outputParserStructured",
"position": [
1952,
1552
],
"parameters": {},
"typeVersion": 1.3
},
{
"id": "2701fdb3-c7d8-4abe-8e52-9a3db0bd560d",
"name": "Loop Over Items",
"type": "n8n-nodes-base.splitInBatches",
"position": [
480,
544
],
"parameters": {},
"typeVersion": 3
},
{
"id": "18bb65f5-7399-4866-ae90-c5d7e433e2e9",
"name": "Insert row",
"type": "n8n-nodes-base.dataTable",
"position": [
2304,
1488
],
"parameters": {},
"typeVersion": 1
},
{
"id": "b99346ac-2ea4-41ef-8ea4-d292351511df",
"name": "Get row(s)",
"type": "n8n-nodes-base.dataTable",
"position": [
192,
80
],
"parameters": {},
"typeVersion": 1
},
{
"id": "ac02bc82-a384-4beb-a7e0-8f986a73dfb4",
"name": "Search for Main Folder",
"type": "n8n-nodes-base.microsoftOneDrive",
"position": [
-384,
192
],
"parameters": {},
"retryOnFail": true,
"typeVersion": 1,
"alwaysOutputData": false
},
{
"id": "54298130-0355-4c3d-a22e-0824e1dc1c75",
"name": "Get items in a folder9",
"type": "n8n-nodes-base.microsoftOneDrive",
"position": [
-176,
1648
],
"parameters": {},
"retryOnFail": true,
"typeVersion": 1
},
{
"id": "162571b7-9c66-4bec-bac4-de55f617c1db",
"name": "If PDF 1",
"type": "n8n-nodes-base.if",
"position": [
0,
192
],
"parameters": {},
"typeVersion": 2.2
},
{
"id": "1421ded4-6a08-49d3-a06d-0e21a2cda728",
"name": "If PDF 2",
"type": "n8n-nodes-base.if",
"position": [
0,
400
],
"parameters": {},
"typeVersion": 2.2
},
{
"id": "ec6c2bd6-18e5-41aa-80be-948182362c24",
"name": "If PDF 3",
"type": "n8n-nodes-base.if",
"position": [
0,
608
],
"parameters": {},
"typeVersion": 2.2
},
{
"id": "2aa698ab-c799-487f-8e8f-5fa55deca7ae",
"name": "If PDF 4",
"type": "n8n-nodes-base.if",
"position": [
0,
816
],
"parameters": {},
"typeVersion": 2.2
},
{
"id": "8869decf-5cac-4683-b2ee-88e0bffe02f6",
"name": "If PDF 5",
"type": "n8n-nodes-base.if",
"position": [
0,
1024
],
"parameters": {},
"typeVersion": 2.2
},
{
"id": "26a2739a-c931-4049-bcca-dda3361873a5",
"name": "If PDF 6",
"type": "n8n-nodes-base.if",
"position": [
0,
1232
],
"parameters": {},
"typeVersion": 2.2
},
{
"id": "5d50a0f8-5912-4ae8-805f-2fc175dc5eaf",
"name": "If PDF 7",
"type": "n8n-nodes-base.if",
"position": [
0,
1440
],
"parameters": {},
"typeVersion": 2.2
},
{
"id": "cb6a45af-7e22-402e-8e2e-c324ed025696",
"name": "If PDF 8",
"type": "n8n-nodes-base.if",
"position": [
0,
1648
],
"parameters": {},
"typeVersion": 2.2
},
{
"id": "84ffc2d4-02cd-40c1-92ef-a5b1dbe20b3c",
"name": "If Size",
"type": "n8n-nodes-base.if",
"position": [
480,
992
],
"parameters": {},
"typeVersion": 2.2
},
{
"id": "a29b3dd3-a159-41a4-92ff-f1f1224cbac9",
"name": "Set File ID 3",
"type": "n8n-nodes-base.set",
"position": [
1024,
1136
],
"parameters": {},
"typeVersion": 3.4
},
{
"id": "24cd7238-c40f-4433-9899-ce0aa4c9f342",
"name": "Set File ID 2",
"type": "n8n-nodes-base.set",
"position": [
496,
1376
],
"parameters": {},
"typeVersion": 3.4
},
{
"id": "0632d859-4223-409d-a87c-1b6fcb3ac331",
"name": "Set File ID 1",
"type": "n8n-nodes-base.set",
"position": [
496,
752
],
"parameters": {},
"typeVersion": 3.4
},
{
"id": "8962b77e-8d95-4dc1-a041-7099e108d9a1",
"name": "Compare Datasets",
"type": "n8n-nodes-base.compareDatasets",
"position": [
768,
848
],
"parameters": {},
"typeVersion": 2.3
},
{
"id": "86be3baf-5752-40ce-b944-9e801ae3b8a3",
"name": "Loop Over Items 3",
"type": "n8n-nodes-base.splitInBatches",
"position": [
1008,
928
],
"parameters": {},
"typeVersion": 3
},
{
"id": "442d99b1-5ca0-4a2a-98f7-78b6cc8109a8",
"name": "Loop Over Items 2",
"type": "n8n-nodes-base.splitInBatches",
"position": [
480,
1168
],
"parameters": {},
"typeVersion": 3
},
{
"id": "2a5bcbb0-43e4-4c59-b923-520a9167e227",
"name": "Download file",
"type": "n8n-nodes-base.microsoftOneDrive",
"onError": "continueErrorOutput",
"position": [
1280,
1136
],
"parameters": {},
"typeVersion": 1
},
{
"id": "4b2039fd-240b-489c-b030-971ea5769490",
"name": "Extract PDF Text",
"type": "n8n-nodes-base.extractFromFile",
"onError": "continueErrorOutput",
"position": [
1280,
1360
],
"parameters": {},
"typeVersion": 1
},
{
"id": "55ad6863-4219-43c2-8894-460f345093f2",
"name": "Overview",
"type": "@n8n/n8n-nodes-langchain.agent",
"onError": "continueErrorOutput",
"position": [
1584,
1104
],
"parameters": {},
"typeVersion": 2
},
{
"id": "edc79a90-bbc6-4506-a33c-604259094441",
"name": "Structured Output Parser1",
"type": "@n8n/n8n-nodes-langchain.outputParserStructured",
"position": [
1952,
1264
],
"parameters": {},
"typeVersion": 1.3
},
{
"id": "e7d050d7-c35a-4868-9958-987c177e58ec",
"name": "Overview LLM Chain",
"type": "@n8n/n8n-nodes-langchain.chainLlm",
"onError": "continueErrorOutput",
"position": [
1904,
1104
],
"parameters": {},
"typeVersion": 1.7
},
{
"id": "d20141f3-de8c-4d45-b15f-6313602ad3bb",
"name": "Document Information",
"type": "@n8n/n8n-nodes-langchain.agent",
"onError": "continueErrorOutput",
"position": [
1584,
1392
],
"parameters": {},
"typeVersion": 2
},
{
"id": "cd8872bd-55f9-429a-bf06-240cc369a100",
"name": "Document LLM Chain",
"type": "@n8n/n8n-nodes-langchain.chainLlm",
"onError": "continueErrorOutput",
"position": [
1904,
1392
],
"parameters": {},
"typeVersion": 1.7,
"alwaysOutputData": false
},
{
"id": "7dc9f511-4cc0-484c-ae31-546775c24f2d",
"name": "Sticky Note",
"type": "n8n-nodes-base.stickyNote",
"position": [
-240,
144
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "70a62f2c-f2db-4722-85a8-7c422f0ddeb0",
"name": "Sticky Note1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-784,
240
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "cbb484a7-2fbe-4de9-b2e3-9bf574ab9b93",
"name": "Sticky Note4",
"type": "n8n-nodes-base.stickyNote",
"position": [
2464,
1504
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "c46d4b80-a286-440c-84ab-899ca69a518c",
"name": "Sticky Note3",
"type": "n8n-nodes-base.stickyNote",
"position": [
1488,
1040
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "47daa16c-7406-4814-8ab5-c0f2d2cce40a",
"name": "Sticky Note5",
"type": "n8n-nodes-base.stickyNote",
"position": [
416,
112
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "f1b6fd82-5109-48a4-b7d7-f1d1600ac91d",
"name": "Sticky Note6",
"type": "n8n-nodes-base.stickyNote",
"position": [
1472,
752
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "a11874c3-ca3c-4eda-aa7b-242667111ad0",
"name": "Sticky Note7",
"type": "n8n-nodes-base.stickyNote",
"position": [
208,
1632
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "403708eb-b24a-4081-8374-6a22500165ee",
"name": "Sticky Note8",
"type": "n8n-nodes-base.stickyNote",
"position": [
1760,
1680
],
"parameters": {
"content": ""
},
"typeVersion": 1
},
{
"id": "13258f27-6b62-4c88-8cbf-035cce396871",
"name": "Merge1",
"type": "n8n-nodes-base.merge",
"position": [
2400,
1104
],
"parameters": {},
"typeVersion": 3.1
},
{
"id": "ac9f2749-d4a1-4687-950f-c9b91099c6ed",
"name": "Sticky Note2",
"type": "n8n-nodes-base.stickyNote",
"position": [
1328,
304
],
"parameters": {
"content": ""
},
"typeVersion": 1
}
],
"connections": {
"Merge": {
"main": [
[
{
"node": "If Size",
"type": "main",
"index": 0
}
]
]
},
"Merge1": {
"main": [
[
{
"node": "Aggregate",
"type": "main",
"index": 0
}
]
]
},
"If Size": {
"main": [
[
{
"node": "Loop Over Items 2",
"type": "main",
"index": 0
}
]
]
},
"If PDF 1": {
"main": [
[
{
"node": "Merge",
"type": "main",
"index": 0
}
],
[
{
"node": "Get items in a folder2",
"type": "main",
"index": 0
}
]
]
},
"If PDF 2": {
"main": [
[
{
"node": "Merge",
"type": "main",
"index": 1
}
],
[
{
"node": "Get items in a folder3",
"type": "main",
"index": 0
}
]
]
},
"If PDF 3": {
"main": [
[
{
"node": "Merge",
"type": "main",
"index": 2
}
],
[
{
"node": "Get items in a folder4",
"type": "main",
"index": 0
}
]
]
},
"If PDF 4": {
"main": [
[
{
"node": "Merge",
"type": "main",
"index": 3
}
],
[
{
"node": "Get items in a folder5",
"type": "main",
"index": 0
}
]
]
},
"If PDF 5": {
"main": [
[
{
"node": "Merge",
"type": "main",
"index": 4
}
],
[
{
"node": "Get items in a folder6",
"type": "main",
"index": 0
}
]
]
},
"If PDF 6": {
"main": [
[
{
"node": "Merge",
"type": "main",
"index": 5
}
],
[
{
"node": "Get items in a folder7",
"type": "main",
"index": 0
}
]
]
},
"If PDF 7": {
"main": [
[
{
"node": "Merge",
"type": "main",
"index": 6
}
],
[
{
"node": "Get items in a folder9",
"type": "main",
"index": 0
}
]
]
},
"If PDF 8": {
"main": [
[
{
"node": "Merge",
"type": "main",
"index": 7
}
],
[]
]
},
"Overview": {
"main": [
[
{
"node": "Overview LLM Chain",
"type": "main",
"index": 0
}
],
[]
]
},
"Aggregate": {
"main": [
[
{
"node": "Insert row",
"type": "main",
"index": 0
}
]
]
},
"Get row(s)": {
"main": [
[
{
"node": "Loop Over Items",
"type": "main",
"index": 0
}
]
]
},
"Insert row": {
"main": [
[
{
"node": "2nd Loop Over Items1",
"type": "main",
"index": 0
}
]
]
},
"Download file": {
"main": [
[
{
"node": "Extract PDF Text",
"type": "main",
"index": 0
}
],
[
{
"node": "2nd Loop Over Items1",
"type": "main",
"index": 0
}
]
]
},
"Set File ID 1": {
"main": [
[
{
"node": "Loop Over Items",
"type": "main",
"index": 0
}
]
]
},
"Set File ID 2": {
"main": [
[
{
"node": "Loop Over Items 2",
"type": "main",
"index": 0
}
]
]
},
"Set File ID 3": {
"main": [
[
{
"node": "Loop Over Items 3",
"type": "main",
"index": 0
}
]
]
},
"Loop Over Items": {
"main": [
[
{
"node": "Compare Datasets",
"type": "main",
"index": 0
}
],
[
{
"node": "Set File ID 1",
"type": "main",
"index": 0
}
]
]
},
"Compare Datasets": {
"main": [
[],
[],
[],
[
{
"node": "Loop Over Items 3",
"type": "main",
"index": 0
}
]
]
},
"Extract PDF Text": {
"main": [
[
{
"node": "Document Information",
"type": "main",
"index": 0
},
{
"node": "Overview",
"type": "main",
"index": 0
}
],
[
{
"node": "2nd Loop Over Items1",
"type": "main",
"index": 0
}
]
]
},
"Loop Over Items 2": {
"main": [
[
{
"node": "Compare Datasets",
"type": "main",
"index": 1
}
],
[
{
"node": "Set File ID 2",
"type": "main",
"index": 0
}
]
]
},
"Loop Over Items 3": {
"main": [
[
{
"node": "2nd Loop Over Items1",
"type": "main",
"index": 0
}
],
[
{
"node": "Set File ID 3",
"type": "main",
"index": 0
}
]
]
},
"Schedule Trigger1": {
"main": [
[
{
"node": "Search for Main Folder",
"type": "main",
"index": 0
},
{
"node": "Get row(s)",
"type": "main",
"index": 0
}
]
]
},
"Document LLM Chain": {
"main": [
[
{
"node": "Merge1",
"type": "main",
"index": 1
}
],
[]
]
},
"Overview LLM Chain": {
"main": [
[
{
"node": "Merge1",
"type": "main",
"index": 0
}
],
[]
]
},
"2nd Loop Over Items1": {
"main": [
[],
[
{
"node": "Download file",
"type": "main",
"index": 0
}
]
]
},
"Document Information": {
"main": [
[
{
"node": "Document LLM Chain",
"type": "main",
"index": 0
}
],
[]
]
},
"Get items in a folder1": {
"main": [
[
{
"node": "If PDF 1",
"type": "main",
"index": 0
}
]
]
},
"Get items in a folder2": {
"main": [
[
{
"node": "If PDF 2",
"type": "main",
"index": 0
}
]
]
},
"Get items in a folder3": {
"main": [
[
{
"node": "If PDF 3",
"type": "main",
"index": 0
}
]
]
},
"Get items in a folder4": {
"main": [
[
{
"node": "If PDF 4",
"type": "main",
"index": 0
}
]
]
},
"Get items in a folder5": {
"main": [
[
{
"node": "If PDF 5",
"type": "main",
"index": 0
}
]
]
},
"Get items in a folder6": {
"main": [
[
{
"node": "If PDF 6",
"type": "main",
"index": 0
}
]
]
},
"Get items in a folder7": {
"main": [
[
{
"node": "If PDF 7",
"type": "main",
"index": 0
}
]
]
},
"Get items in a folder9": {
"main": [
[
{
"node": "If PDF 8",
"type": "main",
"index": 0
}
]
]
},
"Search for Main Folder": {
"main": [
[
{
"node": "Get items in a folder1",
"type": "main",
"index": 0
}
]
]
},
"Mistral Cloud Chat Model": {
"ai_languageModel": [
[
{
"node": "Document Information",
"type": "ai_languageModel",
"index": 0
},
{
"node": "Document LLM Chain",
"type": "ai_languageModel",
"index": 0
},
{
"node": "Overview",
"type": "ai_languageModel",
"index": 0
},
{
"node": "Overview LLM Chain",
"type": "ai_languageModel",
"index": 0
},
{
"node": "Structured Output Parser1",
"type": "ai_languageModel",
"index": 0
},
{
"node": "Structured Output Parser",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Structured Output Parser": {
"ai_outputParser": [
[
{
"node": "Document LLM Chain",
"type": "ai_outputParser",
"index": 0
}
]
]
},
"Structured Output Parser1": {
"ai_outputParser": [
[
{
"node": "Overview LLM Chain",
"type": "ai_outputParser",
"index": 0
}
]
]
}
}
}
Pro
For the full experience including quality scoring and batch install features for each workflow upgrade to Pro
About this workflow
Automate the discovery and analysis of PDF files across a deeply nested OneDrive folder structure. This workflow recursively searches folders, filters for new or updated PDFs, extracts text, and uses a Mistral AI agent to generate a concise Executive Summary, Key Findings, and…
Source: https://n8n.io/workflows/10132/ — original creator credit. Request a take-down →
Related workflows
Workflows that share integrations, category, or trigger type with this one. All free to copy and import.
Automatically scan major financial newswires for biotech catalyst events, score them with AI sentiment analysis, and surface ranked trade candidates — all without manual monitoring.
RSS Feed Read, Data Table, HTTP Request +4
⚠️ DISCLAIMER: This workflow uses the AnySite LinkedIn community node, which is only available on self-hosted n8n instances. It will not work on n8n.cloud.
OpenAI Chat, Output Parser Structured, Google Sheets +6
Complete PostgreSQL-backed system: Keyword scoring → AI research → Multi-part content generation → fal.ai Nano Banana image generation → WordPress publishing
WordPress, OpenAI, Perplexity +8
This workflow serves as a comprehensive "Workflow Nodes SEO & Documentation Generator". It uses AI to analyze, rename, and document n8n workflows, offering a streamlined way to optimize workflow reada
Form Trigger, n8n, Output Parser Autofixing +11
This n8n-powered workflow automates the entire lifecycle of real estate lead intake, qualification, routing, assignment, and reporting across multiple channels. It brings WhatsApp inquiries and websit
Gmail, Typeform Trigger, WhatsApp Trigger +8