{
  "workflow": {
    "id": 2335,
    "name": "Build a financial documents assistant using Qdrant and Mistral.ai",
    "views": 18963,
    "recentViews": 1,
    "totalViews": 18963,
    "createdAt": "2024-07-10T15:09:06.891Z",
    "description": "This n8n workflow demonstrates how to manage your Qdrant vector store when there is a need to keep it in sync with local files. It covers creating, updating and deleting vector store records ensuring our chatbot assistant is never outdated or misleading.\n\n## Disclaimer\nThis workflow depends on local files accessed through the local filesystem and so will only work on a self-hosted version of n8n at this time. It is possible to amend this workflow to work on n8n cloud by replacing the local file trigger and read file nodes.\n\n## How it works\n* A local directory where bank statements are downloaded to is monitored via a local file trigger. The trigger watches for the file create, file changed and file deleted events.\n* When a file is created, its contents are uploaded to the vector store.\n* When a file is updated, its previous records are replaced.\n* When the file is deleted, the corresponding records are also removed from the vector store.\n* A simple Question and Answer Chatbot is setup to answer any questions about the bank statements in the system.\n\n## Requirements\n* A self-hosted version of n8n. Some of the nodes used in this workflow only work with the local filesystem.\n* Qdrant instance to store the records.\n\n## Customising the workflow\n\nThis workflow can also work with remote data. Try integrating accounting or CRM software to build a managed system for payroll, invoices and more.\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/189F1fNOiw6naNSlSwnyLVEm_Ho_IFfdM/view?usp=sharing",
    "workflow": {
      "meta": {
        "instanceId": "26ba763460b97c249b82942b23b6384876dfeb9327513332e743c5f6219c2b8e"
      },
      "nodes": [
        {
          "id": "c5525f47-4d91-4b98-87bb-566b90da64a1",
          "name": "Local File Trigger",
          "type": "n8n-nodes-base.localFileTrigger",
          "position": [
            660,
            700
          ],
          "parameters": {
            "path": "/home/node/host_mount/local_file_search",
            "events": [
              "add",
              "change",
              "unlink"
            ],
            "options": {
              "awaitWriteFinish": true
            },
            "triggerOn": "folder"
          },
          "typeVersion": 1
        },
        {
          "id": "804334d6-e34d-40d1-9555-b331ffe66f6f",
          "name": "When clicking \"Test workflow\"",
          "type": "n8n-nodes-base.manualTrigger",
          "position": [
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          ],
          "parameters": {},
          "typeVersion": 1
        },
        {
          "id": "7ab0e284-b667-4d1f-8ceb-fb05e4081a06",
          "name": "Set Variables",
          "type": "n8n-nodes-base.set",
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          ],
          "parameters": {
            "options": {},
            "assignments": {
              "assignments": [
                {
                  "id": "35ea70c4-8669-4975-a68d-bbaa094713c0",
                  "name": "directory",
                  "type": "string",
                  "value": "/home/node/BankStatements"
                },
                {
                  "id": "1d081d19-ff4e-462a-9cbe-7af2244bf87f",
                  "name": "file_added",
                  "type": "string",
                  "value": "={{ $json.event === 'add' && $json.path || ''}}"
                },
                {
                  "id": "18f8dc03-51ca-48c7-947f-87ce8e1979bf",
                  "name": "file_changed",
                  "type": "string",
                  "value": "={{ $json.event === 'change' && $json.path || '' }}"
                },
                {
                  "id": "65074ff7-037b-4b3b-b2c3-8a61755ab43b",
                  "name": "file_deleted",
                  "type": "string",
                  "value": "={{ $json.event === 'unlink' && $json.path || '' }}"
                },
                {
                  "id": "9a1902e7-f94d-4d1f-9006-91c67354d3e8",
                  "name": "qdrant_collection",
                  "type": "string",
                  "value": "local_file_search"
                }
              ]
            }
          },
          "typeVersion": 3.3
        },
        {
          "id": "76173972-ceca-43a4-b85f-00b41f774304",
          "name": "Sticky Note",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            580,
            460
          ],
          "parameters": {
            "color": 7,
            "width": 665.0909497859384,
            "height": 596.8351502261468,
            "content": "## Step 1. Select the target folder\n[Read more about local file trigger](https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.localfiletrigger)\n\nIn this workflow, we'll monitor a specific folder on disk that n8n has access to. Since we're using docker, we can either use the n8n volume or mount a folder from the host machine.\n\nThe local file trigger is useful to execute the workflow whenever changes are made to our target folder."
          },
          "typeVersion": 1
        },
        {
          "id": "eda839f7-dde4-4d1f-9fe6-692df4ac7282",
          "name": "Sticky Note4",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
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          ],
          "parameters": {
            "width": 372.51107341403605,
            "height": 356.540665091993,
            "content": "## Try It Out!\n### This workflow does the following:\n* Monitors a target folder for changes using the local file trigger\n* Synchronises files in the target folder with their vectors in Qdrant\n* Mistral AI is used to create a Q&A AI agent on all files in the target folder\n\n### Need Help?\nJoin the [Discord](https://discord.com/invite/XPKeKXeB7d) or ask in the [Forum](https://community.n8n.io/)!\n\nHappy Hacking!"
          },
          "typeVersion": 1
        },
        {
          "id": "f82f6de0-af8f-4fdf-a733-f59ba4fed02f",
          "name": "Read File",
          "type": "n8n-nodes-base.readWriteFile",
          "position": [
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            1120
          ],
          "parameters": {
            "options": {},
            "fileSelector": "={{ $json.file_added }}"
          },
          "typeVersion": 1
        },
        {
          "id": "7354a080-051b-479f-97b1-49cc0c14c9d8",
          "name": "Embeddings Mistral Cloud",
          "type": "@n8n/n8n-nodes-langchain.embeddingsMistralCloud",
          "position": [
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            1280
          ],
          "parameters": {
            "options": {}
          },
          "credentials": {
            "mistralCloudApi": {
              "id": "credential-id",
              "name": "mistralCloudApi Credential"
            }
          },
          "typeVersion": 1
        },
        {
          "id": "a1ad45ff-a882-4aed-82e2-cad2483cf4e8",
          "name": "Default Data Loader",
          "type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
          "position": [
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          ],
          "parameters": {
            "options": {
              "metadata": {
                "metadataValues": [
                  {
                    "name": "filter_by_filename",
                    "value": "={{ $json.file_location }}"
                  },
                  {
                    "name": "filter_by_created_month",
                    "value": "={{ $now.year + '-' + $now.monthShort }}"
                  },
                  {
                    "name": "filter_by_created_week",
                    "value": "={{ $now.year + '-' + $now.monthShort + '-W' + $now.weekNumber }}"
                  }
                ]
              }
            },
            "jsonData": "={{ $json.data }}",
            "jsonMode": "expressionData"
          },
          "typeVersion": 1
        },
        {
          "id": "0b0e29b9-8873-4074-94dc-9f0364c28835",
          "name": "Recursive Character Text Splitter",
          "type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
          "position": [
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            1400
          ],
          "parameters": {
            "options": {}
          },
          "typeVersion": 1
        },
        {
          "id": "c0555ba6-a1bd-4aa9-a340-a9c617f8e6db",
          "name": "Prepare Embedding Document",
          "type": "n8n-nodes-base.set",
          "position": [
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          ],
          "parameters": {
            "options": {},
            "assignments": {
              "assignments": [
                {
                  "id": "41a1d4ca-e5a5-4fb9-b249-8796ae759b33",
                  "name": "data",
                  "type": "string",
                  "value": "=## file location\n{{ [$json.directory, $json.fileName].join('/') }}\n## file created\n{{ $now.toISO() }}\n## file contents\n{{ $input.item.binary.data.data.base64Decode() }}"
                },
                {
                  "id": "c091704d-b81c-448b-8c90-156ef568b871",
                  "name": "file_location",
                  "type": "string",
                  "value": "={{ [$json.directory, $json.fileName].join('/') }}"
                }
              ]
            }
          },
          "typeVersion": 3.3
        },
        {
          "id": "ffe8c363-0809-4d21-aa8f-34b0fc2dc57f",
          "name": "Chat Trigger",
          "type": "@n8n/n8n-nodes-langchain.chatTrigger",
          "position": [
            2280,
            680
          ],
          "webhookId": "37587fe0-b8db-4012-90a7-1f65b9bfd0df",
          "parameters": {},
          "typeVersion": 1
        },
        {
          "id": "8d958669-60be-4bb2-80fc-2a6c7c7bfae6",
          "name": "Question and Answer Chain",
          "type": "@n8n/n8n-nodes-langchain.chainRetrievalQa",
          "position": [
            2500,
            680
          ],
          "parameters": {},
          "typeVersion": 1.3
        },
        {
          "id": "f143e438-8176-4923-a866-3f9a2a16793d",
          "name": "Mistral Cloud Chat Model",
          "type": "@n8n/n8n-nodes-langchain.lmChatMistralCloud",
          "position": [
            2500,
            840
          ],
          "parameters": {
            "model": "mistral-small-2402",
            "options": {}
          },
          "credentials": {
            "mistralCloudApi": {
              "id": "credential-id",
              "name": "mistralCloudApi Credential"
            }
          },
          "typeVersion": 1
        },
        {
          "id": "06dd8f4c-3b66-43e0-85c8-ec222e275f87",
          "name": "Vector Store Retriever",
          "type": "@n8n/n8n-nodes-langchain.retrieverVectorStore",
          "position": [
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            840
          ],
          "parameters": {},
          "typeVersion": 1
        },
        {
          "id": "2fdabcb5-a7a7-4e02-8c1b-9190e2e52385",
          "name": "Embeddings Mistral Cloud1",
          "type": "@n8n/n8n-nodes-langchain.embeddingsMistralCloud",
          "position": [
            2620,
            1080
          ],
          "parameters": {
            "options": {}
          },
          "credentials": {
            "mistralCloudApi": {
              "id": "credential-id",
              "name": "mistralCloudApi Credential"
            }
          },
          "typeVersion": 1
        },
        {
          "id": "e5664534-de07-481f-87dd-68d7d0715baa",
          "name": "Remap for File_Added Flow",
          "type": "n8n-nodes-base.set",
          "position": [
            1920,
            700
          ],
          "parameters": {
            "options": {},
            "assignments": {
              "assignments": [
                {
                  "id": "840219e1-ed47-4b00-83fd-6b3c0bd71650",
                  "name": "file_added",
                  "type": "string",
                  "value": "={{ $('Set Variables').item.json.file_changed }}"
                }
              ]
            }
          },
          "typeVersion": 3.3
        },
        {
          "id": "1fd14832-aafe-4d72-b4f2-7afc72df97dc",
          "name": "Search For Existing Point",
          "type": "n8n-nodes-base.httpRequest",
          "position": [
            1340,
            280
          ],
          "parameters": {
            "url": "=http://qdrant:6333/collections/{{ $('Set Variables').item.json.qdrant_collection }}/points/scroll",
            "method": "POST",
            "options": {},
            "jsonBody": "={\n    \"filter\": {\n        \"must\": [\n            {\n                \"key\": \"metadata.filter_by_filename\",\n                \"match\": {\n                    \"value\": \"{{ $json.file_changed }}\"\n                }\n            }\n        ]\n    },\n    \"limit\": 1,\n    \"with_payload\": false,\n    \"with_vector\": false\n}",
            "sendBody": true,
            "specifyBody": "json",
            "authentication": "predefinedCredentialType",
            "nodeCredentialType": "qdrantApi"
          },
          "credentials": {
            "qdrantApi": {
              "id": "credential-id",
              "name": "qdrantApi Credential"
            }
          },
          "typeVersion": 4.2
        },
        {
          "id": "b5fa817f-82d6-41dd-9817-4c1dd9137b76",
          "name": "Has Existing Point?",
          "type": "n8n-nodes-base.if",
          "position": [
            1520,
            280
          ],
          "parameters": {
            "options": {},
            "conditions": {
              "options": {
                "leftValue": "",
                "caseSensitive": true,
                "typeValidation": "strict"
              },
              "combinator": "and",
              "conditions": [
                {
                  "id": "0392bac0-8fb5-406b-b59f-575edf5ab30d",
                  "operator": {
                    "type": "array",
                    "operation": "notEmpty",
                    "singleValue": true
                  },
                  "leftValue": "={{ $json.result.points }}",
                  "rightValue": ""
                }
              ]
            }
          },
          "typeVersion": 2
        },
        {
          "id": "b0fa4fa4-5d1b-4a12-b8ba-a10d71f31f94",
          "name": "Delete Existing Point",
          "type": "n8n-nodes-base.httpRequest",
          "position": [
            1720,
            700
          ],
          "parameters": {
            "url": "=http://qdrant:6333/collections/{{ $('Set Variables').item.json.qdrant_collection }}/points/delete",
            "method": "POST",
            "options": {},
            "sendBody": true,
            "authentication": "predefinedCredentialType",
            "bodyParameters": {
              "parameters": [
                {
                  "name": "points",
                  "value": "={{ $json.result.points.map(point => point.id) }}"
                }
              ]
            },
            "nodeCredentialType": "qdrantApi"
          },
          "credentials": {
            "qdrantApi": {
              "id": "credential-id",
              "name": "qdrantApi Credential"
            }
          },
          "typeVersion": 4.2
        },
        {
          "id": "5408adfe-4d6b-407c-aac7-e87c9b1a1592",
          "name": "Search For Existing Point1",
          "type": "n8n-nodes-base.httpRequest",
          "position": [
            1340,
            700
          ],
          "parameters": {
            "url": "=http://qdrant:6333/collections/{{ $('Set Variables').item.json.qdrant_collection }}/points/scroll",
            "method": "POST",
            "options": {},
            "jsonBody": "={\n    \"filter\": {\n        \"must\": [\n            {\n                \"key\": \"metadata.filter_by_filename\",\n                \"match\": {\n                    \"value\": \"{{ $json.file_changed }}\"\n                }\n            }\n        ]\n    },\n    \"limit\": 1,\n    \"with_payload\": false,\n    \"with_vector\": false\n}",
            "sendBody": true,
            "specifyBody": "json",
            "authentication": "predefinedCredentialType",
            "nodeCredentialType": "qdrantApi"
          },
          "credentials": {
            "qdrantApi": {
              "id": "credential-id",
              "name": "qdrantApi Credential"
            }
          },
          "typeVersion": 4.2
        },
        {
          "id": "fac43587-0d24-4d6e-a0d5-8cc8f9615967",
          "name": "Has Existing Point?1",
          "type": "n8n-nodes-base.if",
          "position": [
            1520,
            700
          ],
          "parameters": {
            "options": {},
            "conditions": {
              "options": {
                "leftValue": "",
                "caseSensitive": true,
                "typeValidation": "strict"
              },
              "combinator": "and",
              "conditions": [
                {
                  "id": "0392bac0-8fb5-406b-b59f-575edf5ab30d",
                  "operator": {
                    "type": "array",
                    "operation": "notEmpty",
                    "singleValue": true
                  },
                  "leftValue": "={{ $json.result.points }}",
                  "rightValue": ""
                }
              ]
            }
          },
          "typeVersion": 2
        },
        {
          "id": "010baacd-fac1-4cc1-86bf-9d6ef11916fe",
          "name": "Delete Existing Point1",
          "type": "n8n-nodes-base.httpRequest",
          "position": [
            1700,
            280
          ],
          "parameters": {
            "url": "=http://qdrant:6333/collections/{{ $('Set Variables').item.json.qdrant_collection }}/points/delete",
            "method": "POST",
            "options": {},
            "sendBody": true,
            "authentication": "predefinedCredentialType",
            "bodyParameters": {
              "parameters": [
                {
                  "name": "points",
                  "value": "={{ $json.result.points.map(point => point.id) }}"
                }
              ]
            },
            "nodeCredentialType": "qdrantApi"
          },
          "credentials": {
            "qdrantApi": {
              "id": "credential-id",
              "name": "qdrantApi Credential"
            }
          },
          "typeVersion": 4.2
        },
        {
          "id": "2d6fb29c-2fac-41de-9ad0-cc781b246378",
          "name": "Handle File Event",
          "type": "n8n-nodes-base.switch",
          "position": [
            1000,
            700
          ],
          "parameters": {
            "rules": {
              "values": [
                {
                  "outputKey": "file_deleted",
                  "conditions": {
                    "options": {
                      "leftValue": "",
                      "caseSensitive": true,
                      "typeValidation": "strict"
                    },
                    "combinator": "and",
                    "conditions": [
                      {
                        "id": "a1f6d86a-9805-4d0e-ac70-90c9cf0ad339",
                        "operator": {
                          "type": "string",
                          "operation": "notEmpty",
                          "singleValue": true
                        },
                        "leftValue": "={{ $json.file_deleted }}",
                        "rightValue": ""
                      }
                    ]
                  },
                  "renameOutput": true
                },
                {
                  "outputKey": "file_changed",
                  "conditions": {
                    "options": {
                      "leftValue": "",
                      "caseSensitive": true,
                      "typeValidation": "strict"
                    },
                    "combinator": "and",
                    "conditions": [
                      {
                        "id": "d15cde67-b5b0-4676-b4fb-ead749147392",
                        "operator": {
                          "type": "string",
                          "operation": "notEmpty",
                          "singleValue": true
                        },
                        "leftValue": "={{ $json.file_changed }}",
                        "rightValue": ""
                      }
                    ]
                  },
                  "renameOutput": true
                },
                {
                  "outputKey": "file_added",
                  "conditions": {
                    "options": {
                      "leftValue": "",
                      "caseSensitive": true,
                      "typeValidation": "strict"
                    },
                    "combinator": "and",
                    "conditions": [
                      {
                        "operator": {
                          "type": "string",
                          "operation": "notEmpty",
                          "singleValue": true
                        },
                        "leftValue": "={{ $json.file_added }}",
                        "rightValue": ""
                      }
                    ]
                  },
                  "renameOutput": true
                }
              ]
            },
            "options": {}
          },
          "typeVersion": 3
        },
        {
          "id": "da91b2aa-613c-4e3e-af83-fbd3bb7e922e",
          "name": "Sticky Note1",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            1280,
            123.92779403575491
          ],
          "parameters": {
            "color": 7,
            "width": 847.032584995578,
            "height": 335.8400964393443,
            "content": "## Step 2. When files are removed, the vector point is cleared.\n[Learn how to delete points using the Qdrant API](https://qdrant.tech/documentation/concepts/points/#delete-points)\n\nTo keep our vectorstore relevant, we'll implement a simple synchronisation system whereby documents deleted from the local file folder are also purged from Qdrant. This can be simply achieved using Qdrant APIs."
          },
          "typeVersion": 1
        },
        {
          "id": "2f9f5b2b-6504-4b27-a0c4-f3373df352df",
          "name": "Sticky Note2",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            1280,
            480
          ],
          "parameters": {
            "color": 7,
            "width": 855.9952607674757,
            "height": 433.01782147687817,
            "content": "## Step 3. When files are updated, the vector point is updated.\n[Learn how to delete points using the Qdrant API](https://qdrant.tech/documentation/concepts/points/#delete-points)\n\nSimilarly to the files deleted branch, when we encounter a change in a file we'll update the matching vector point in Qdrant to ensure our vector store stays relevant. Here, we can achieve this my deleting the existing vector point and creating it anew with the updated bank statement."
          },
          "typeVersion": 1
        },
        {
          "id": "38128b7f-d0f2-405c-a7de-662df812c344",
          "name": "Sticky Note3",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            1280,
            940
          ],
          "parameters": {
            "color": 7,
            "width": 846.8204626627492,
            "height": 629.9714759033081,
            "content": "## Step 4. When new files are added, add them to Qdrant Vectorstore.\n[Read more about the Qdrant node](https://docs.n8n.io/integrations/builtin/cluster-nodes/root-nodes/n8n-nodes-langchain.vectorstoreqdrant)\n\nUsing Qdrant, we'll able to create a simple yet powerful RAG based application for our bank statements. One of Qdrant's most powerful features is its filtering system, we'll use it to manage the synchronisation of our local file system and Qdrant."
          },
          "typeVersion": 1
        },
        {
          "id": "e85e2a30-e775-42fe-a12a-ac5de4eb4673",
          "name": "Sticky Note5",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            2180,
            491.43199269284935
          ],
          "parameters": {
            "color": 7,
            "width": 744.4578330639196,
            "height": 759.7908149448928,
            "content": "## Step 5. Create AI Agent expert on historic bank statements \n[Read more about the Question & Answer Chain](https://docs.n8n.io/integrations/builtin/cluster-nodes/root-nodes/n8n-nodes-langchain.chainretrievalqa)\n\nFinally, let's use a Question & Answer AI node to combine the Mistral AI model and Qdrant as the vector store retriever to create a local expert for all our bank statements questions. "
          },
          "typeVersion": 1
        },
        {
          "id": "7b29b0b9-ffee-4456-b036-9b39400d2b31",
          "name": "Qdrant Vector Store",
          "type": "@n8n/n8n-nodes-langchain.vectorStoreQdrant",
          "position": [
            1700,
            1120
          ],
          "parameters": {
            "mode": "insert",
            "options": {},
            "qdrantCollection": {
              "__rl": true,
              "mode": "id",
              "value": "={{ $('Set Variables').item.json.qdrant_collection }}"
            }
          },
          "credentials": {
            "qdrantApi": {
              "id": "credential-id",
              "name": "qdrantApi Credential"
            }
          },
          "typeVersion": 1
        },
        {
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