{
  "workflow": {
    "id": 2339,
    "name": "Breakdown documents into study notes using templating MistralAI and Qdrant",
    "views": 28014,
    "recentViews": 1,
    "totalViews": 28014,
    "createdAt": "2024-07-11T09:13:39.718Z",
    "description": "This n8n workflow takes in a document such as a research paper, marketing or sales deck or company filings, and breaks them down into 3 templates: study guide, briefing doc and timeline.\n\nThese templates are designed to help a student, associate or clerk quickly summarise, learn and understand the contents to be more productive.\n\n* Study guide - a short quiz of questions and answered generated by the AI Agent using the contents of the document.\n* Briefing Doc - key information and insights are extracted by the AI into a digestable form.\n* Timeline - key events, durations and people are identified and listed into a simple to understand timeline by the AI\n\n## How it works\n* A local file trigger watches a local network directory for new documents.\n* New documents are imported into the workflow, its contents extracted and vectorised into a Qdrant vector store to build a mini-knowledgebase.\n* The document then passes through a series of template generating prompts where the AI will perform \"research\" on the knowledgebase to generate the template contents.\n* Generated study guide, briefing and timeline documents are exported to a designated folder for the user.\n\n## Requirements\n* Self-hosted version of n8n.\n* Qdrant instance for knowledgebase.\n* Mistral.ai account for embeddings and AI model.\n\n## Customising your workflow\n\nTry adding your own templates or adjusting the existing templates to suit your unique use-case. Anything is quite possible and limited only by your imagination!\n\n## Want to go fully local?\n\nA version of this workflow is available which uses Ollama instead. You can download this template here: https://drive.google.com/file/d/1VV5R2nW-IhVcFP_k8uEks4LsLRZrHSNG/view?usp=sharing",
    "workflow": {
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          "name": "Local File Trigger",
          "type": "n8n-nodes-base.localFileTrigger",
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          ],
          "parameters": {
            "path": "/home/node/storynotes/context",
            "events": [
              "add"
            ],
            "options": {
              "usePolling": true,
              "followSymlinks": true
            },
            "triggerOn": "folder"
          },
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          "name": "Default Data Loader",
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          ],
          "parameters": {
            "options": {
              "metadata": {
                "metadataValues": [
                  {
                    "name": "project",
                    "value": "={{ $('Settings').item.json.project }}"
                  },
                  {
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                    "value": "={{ $('Settings').item.json.filename }}"
                  }
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            },
            "jsonData": "={{ $json.data }}",
            "jsonMode": "expressionData"
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          "executeOnce": true,
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            "fieldToSplitOut": "docs"
          },
          "typeVersion": 1
        },
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          "name": "For Each Doc Type...",
          "type": "n8n-nodes-base.splitInBatches",
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          ],
          "parameters": {
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          "typeVersion": 3
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          "name": "Item List Output Parser",
          "type": "@n8n/n8n-nodes-langchain.outputParserItemList",
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          "name": "Embeddings Mistral Cloud1",
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          ],
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              "mode": "list",
              "value": "storynotes",
              "cachedResultName": "storynotes"
            }
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          ],
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          ],
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            "promptType": "define"
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          "type": "n8n-nodes-base.wait",
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          "name": "Get Generated Documents",
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          ],
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                  "value": "={{ $json.text }}"
                },
                {
                  "id": "a263519a-aa05-410a-b4f0-f5e22cc5058c",
                  "name": "path",
                  "type": "string",
                  "value": "={{ $('Prep For AI').item.json.path }}"
                },
                {
                  "id": "ec1687d6-0ea9-460f-b9d4-ae4a7e229e12",
                  "name": "filename",
                  "type": "string",
                  "value": "={{ $('Prep For AI').item.json.name }}"
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          "type": "@n8n/n8n-nodes-langchain.chainLlm",
          "position": [
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          ],
          "parameters": {
            "text": "=## Document\n{{ $json.text.join('\\n') }}",
            "messages": {
              "messageValues": [
                {
                  "message": "=Your job is to create a {{ $('For Each Doc Type...').item.json.title }} for the given document. {{ $('For Each Doc Type...').item.json.description }}\n\nGenerate a  {{ $('For Each Doc Type...').item.json.title }} for the given document. If questions are generated, generate the answers alongside them. Format your response in markdown; use \"#\" to format headings, use \"*\" to format lists."
                }
              ]
            },
            "promptType": "define"
          },
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        },
        {
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          ],
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                  "name": "id",
                  "type": "string",
                  "value": "={{ $('Settings').first().json.filename.hash() }}"
                },
                {
                  "id": "93ac14c1-ae97-4ef2-a66f-6c1110f3b0fc",
                  "name": "project",
                  "type": "string",
                  "value": "={{ $('Settings').first().json.project }}"
                },
                {
                  "id": "fafd16b9-0002-4f7c-89d0-29788f8ec472",
                  "name": "path",
                  "type": "string",
                  "value": "={{ $('Settings').first().json.path }}"
                },
                {
                  "id": "5a5860ba-918b-4fb8-b18c-96c1cd22091a",
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                  "type": "string",
                  "value": "={{ $('Settings').first().json.filename }}"
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                {
                  "id": "1a1caf65-85d8-4f74-a3be-503ccfc0b2c9",
                  "name": "summary",
                  "type": "string",
                  "value": "={{ $('Summarization Chain').first().json.response.text }}"
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        },
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            "operation": "toText",
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          "position": [
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            240
          ],
          "parameters": {
            "options": {},
            "fileName": "={{\n  $('Get Generated Documents').item.json.path.replace(\n    $('Get Generated Documents').item.json.path.split('/').last(),\n    $('Get Generated Documents').item.json.filename.substring(0,21) + '...' + $('Split Out Doc Types').item.json.title + '.md'\n  )\n}}",
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                        "rightValue": "docx"
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                  "renameOutput": true
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                {
                  "outputKey": "everything else",
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                    "combinator": "and",
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                        "leftValue": "={{ $json }}",
                        "rightValue": ""
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          "typeVersion": 3
        },
        {
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            "fileSelector": "={{ $json.path }}"
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        {
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          "name": "Extract from PDF",
          "type": "n8n-nodes-base.extractFromFile",
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        },
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          "name": "Extract from DOCX",
          "type": "n8n-nodes-base.extractFromFile",
          "position": [
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            420
          ],
          "parameters": {
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            "operation": "ods"
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        },
        {
          "id": "455fadea-f5c7-4bea-983f-b06da4e57510",
          "name": "Extract from TEXT",
          "type": "n8n-nodes-base.extractFromFile",
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            580
          ],
          "parameters": {
            "options": {},
            "operation": "text"
          },
          "typeVersion": 1
        },
        {
          "id": "b2586011-4985-4075-b51c-90301b1a8cf9",
          "name": "Summarization Chain",
          "type": "@n8n/n8n-nodes-langchain.chainSummarization",
          "position": [
            1200,
            260
          ],
          "parameters": {
            "options": {},
            "chunkSize": 4000
          },
          "typeVersion": 2
        },
        {
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          "name": "Sticky Note",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
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          ],
          "parameters": {
            "color": 7,
            "width": 995.1475972814769,
            "height": 694.0931000693263,
            "content": "## Step 1. Watch Folder and Import New Documents\n[Read more about Local File Trigger](https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.localfiletrigger)\n\nWith n8n's local file trigger, we're able to trigger the workflow when files are created in our target folder. We still have to import them however as the trigger will only give the file's path. The \"Extract From\" node is used to get at the file's contents."
          },
          "typeVersion": 1
        },
        {
          "id": "7b3afc2c-3fb8-4589-9475-78f5617009cc",
          "name": "Sticky Note1",
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            "width": 824.3300768713589,
            "height": 949.8141899605673,
            "content": "## Step 2. Summarise and Vectorise Document Contents\n[Learn more about using the Qdrant VectorStore](https://docs.n8n.io/integrations/builtin/cluster-nodes/root-nodes/n8n-nodes-langchain.vectorstoreqdrant)\n\nCapturing the document into our vector store is intended for a technique we'll use later known as Retrieval Augumented Generation or \"RAG\" for short. For our scenario, this allows our LLM to retrieve context more efficiently which produces better respsonses."
          },
          "typeVersion": 1
        },
        {
          "id": "74aabb02-ca5d-41ad-b84f-92d66428b774",
          "name": "Sticky Note2",
          "type": "n8n-nodes-base.stickyNote",
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          "parameters": {
            "color": 7,
            "width": 591.09953935829,
            "height": 485.0226378812345,
            "content": "## Step 3. Loop through Templates\n\nWe'll ask the LLM to help us generate 3 types of notes from the imported source document. These notes are intended to breakdown the content for faster study. Our templates for this demo are:\n(1) **Study guide**\n(2) **Briefing document**\n(3) **Timeline**"
          },
          "typeVersion": 1
        },
        {
          "id": "b96f899d-4a44-491c-b164-a42feba129eb",
          "name": "Sticky Note3",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
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            480
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          "parameters": {
            "color": 7,
            "width": 1500.7886103732135,
            "height": 806.6560661824452,
            "content": "## Step 4. Use AI Agents to Query and Generate Template Documents\n[Read more about using the Question & Answer Retrieval Chain](https://docs.n8n.io/integrations/builtin/cluster-nodes/root-nodes/n8n-nodes-langchain.chainretrievalqa)\n\nn8n allows us to easily use a chain of LLMs as agents which can work together to handle any task!\nHere the agents generate questions to explore the content of the source document and use the answers to generate the template. "
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            "content": "## Step 5. Export Generated Templates To Folder\n[Learn more about writing to the local filesystem](https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.filesreadwrite)\n\nFinally, the AI generated documents can now be exported to disk. This workflow makes it easy to generate any kind of document from various source material and can be used for training and sales."
          },
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        },
        {
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          "name": "Qdrant Vector Store",
          "type": "@n8n/n8n-nodes-langchain.vectorStoreQdrant",
          "position": [
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          "parameters": {
            "mode": "insert",
            "options": {},
            "qdrantCollection": {
              "__rl": true,
              "mode": "list",
              "value": "storynotes",
              "cachedResultName": "storynotes"
            }
          },
          "credentials": {
            "qdrantApi": {
              "id": "credential-id",
              "name": "qdrantApi Credential"
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          "parameters": {
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            "content": "## Try It Out! \n\n### This workflow automates generating notes from a source document.\n* It watches a target folder to pick up new files.\n* When a new file is detected, it saves the contents of the file in a vectorstore.\n* multiple AI agents guided by a templates list, generate the predetermined notes.\n* These notes are then export alongside the original source file for the user.\n\n\n### Need Help?\nJoin the [Discord](https://discord.com/invite/XPKeKXeB7d) or ask in the [Forum](https://community.n8n.io/)!\n\nHappy Hacking!"
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            "text": "=## document summary\n {{ $('Prep For AI').item.json.summary }}",
            "messages": {
              "messageValues": [
                {
                  "message": "=Given the following document summary, what questions would you ask to create a {{ $('For Each Doc Type...').item.json.title }} for the document? Generate 5 questions."
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              ]
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          "name": "Sticky Note6",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
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          "parameters": {
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            "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n### 💡Add your own templates here!\n"
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