{
  "workflow": {
    "id": 1958,
    "name": "AI: Ask questions about any data source (using the n8n workflow retriever)",
    "views": 10015,
    "recentViews": 0,
    "totalViews": 10015,
    "createdAt": "2023-10-03T15:05:59.815Z",
    "description": "This template aims to perform Q&A on data retrieved from another n8n workflow. Since that workflow can be used to retrieve any data from any service, this template can be used to ask questions about any data.\n\nIt uses a manual trigger, various AI nodes, and an OpenAI Chat Model to extract and provide relevant information based on a specific query.\n\nNote that to use this template, you need to be on n8n version 1.19.4 or later.",
    "workflow": {
      "meta": {
        "instanceId": "408f9fb9940c3cb18ffdef0e0150fe342d6e655c3a9fac21f0f644e8bedabcd9",
        "templateCredsSetupCompleted": true
      },
      "nodes": [
        {
          "id": "9ec28e5e-8f1a-4f18-82bb-6c51a03f83e9",
          "name": "When clicking \"Execute Workflow\"",
          "type": "n8n-nodes-base.manualTrigger",
          "position": [
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            500
          ],
          "parameters": {},
          "typeVersion": 1
        },
        {
          "id": "800f3bb9-09bb-41b6-84c5-d9d7abd6c7a8",
          "name": "Sticky Note",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -560,
            440
          ],
          "parameters": {
            "width": 363,
            "height": 211.90203341144422,
            "content": "### Q&A on data returned from a workflow"
          },
          "typeVersion": 1
        },
        {
          "id": "278b573c-70cc-4439-85c0-e415bcf7c4ee",
          "name": "Sticky Note1",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
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          ],
          "parameters": {
            "width": 262.67019427016413,
            "height": 255.8330939602389,
            "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\nReplace \"Workflow ID\" with the ID the Subworkflow got saved as"
          },
          "typeVersion": 1
        },
        {
          "id": "313d8f8b-b7d4-4aee-9725-005aa5c5a984",
          "name": "Edit Fields",
          "type": "n8n-nodes-base.set",
          "position": [
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          ],
          "parameters": {
            "options": {},
            "assignments": {
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                {
                  "id": "a3695a2f-e0bb-4277-886d-3f301f24794b",
                  "name": "chatInput",
                  "type": "string",
                  "value": "What notes can you find for Jay Gatsby and what is his email address?"
                }
              ]
            }
          },
          "typeVersion": 3.4
        },
        {
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          "name": "Question and Answer Chain",
          "type": "@n8n/n8n-nodes-langchain.chainRetrievalQa",
          "position": [
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            500
          ],
          "parameters": {
            "options": {}
          },
          "typeVersion": 1.4
        },
        {
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          "name": "OpenAI Chat Model1",
          "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
          "position": [
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            760
          ],
          "parameters": {
            "model": {
              "__rl": true,
              "mode": "list",
              "value": "gpt-4o-mini"
            },
            "options": {}
          },
          "credentials": {
            "openAiApi": {
              "id": "credential-id",
              "name": "openAiApi Credential"
            }
          },
          "typeVersion": 1.2
        },
        {
          "id": "6da9d2ae-83d6-4bde-b013-71d313fcbe9b",
          "name": "Workflow Retriever",
          "type": "@n8n/n8n-nodes-langchain.retrieverWorkflow",
          "position": [
            -240,
            760
          ],
          "parameters": {
            "workflowId": {
              "__rl": true,
              "mode": "id",
              "value": "QacfBRBnf1xOyckC"
            }
          },
          "typeVersion": 1.1
        }
      ],
      "pinData": {},
      "connections": {
        "Edit Fields": {
          "main": [
            [
              {
                "node": "Question and Answer Chain",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "OpenAI Chat Model1": {
          "ai_languageModel": [
            [
              {
                "node": "Question and Answer Chain",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        },
        "Workflow Retriever": {
          "ai_retriever": [
            [
              {
                "node": "Question and Answer Chain",
                "type": "ai_retriever",
                "index": 0
              }
            ]
          ]
        },
        "When clicking \"Execute Workflow\"": {
          "main": [
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              {
                "node": "Edit Fields",
                "type": "main",
                "index": 0
              }
            ]
          ]
        }
      }
    },
    "lastUpdatedBy": 29,
    "workflowInfo": {
      "nodeCount": 7,
      "nodeTypes": {
        "n8n-nodes-base.set": {
          "count": 1
        },
        "n8n-nodes-base.stickyNote": {
          "count": 2
        },
        "n8n-nodes-base.manualTrigger": {
          "count": 1
        },
        "@n8n/n8n-nodes-langchain.lmChatOpenAi": {
          "count": 1
        },
        "@n8n/n8n-nodes-langchain.chainRetrievalQa": {
          "count": 1
        },
        "@n8n/n8n-nodes-langchain.retrieverWorkflow": {
          "count": 1
        }
      }
    },
    "status": "published",
    "user": {
      "name": "n8n Team",
      "username": "n8n-team",
      "bio": "Meet the official n8n team. We specialize in building workflows that transform intricate tasks into seamless operations.",
      "verified": true,
      "links": [
        ""
      ],
      "avatar": "https://gravatar.com/avatar/b3d1a47322f05a8be3d2e7bad6a80c29161bd58b91e4762cbb3ac25e5d0db5a8?r=pg&d=retro&size=200"
    },
    "nodes": [
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        "icon": "fa:pen",
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        "codex": {
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              "JSON",
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              "Map"
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                  "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/automatically-pulling-and-visualizing-data-with-n8n/",
                  "icon": "📈",
                  "label": "Automatically pulling and visualizing data with n8n"
                },
                {
                  "url": "https://n8n.io/blog/database-monitoring-and-alerting-with-n8n/",
                  "icon": "📡",
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                },
                {
                  "url": "https://n8n.io/blog/automatically-adding-expense-receipts-to-google-sheets-with-telegram-mindee-twilio-and-n8n/",
                  "icon": "🧾",
                  "label": "Automatically Adding Expense Receipts to Google Sheets with Telegram, Mindee, Twilio, and n8n"
                },
                {
                  "url": "https://n8n.io/blog/no-code-ecommerce-workflow-automations/",
                  "icon": "store",
                  "label": "6 e-commerce workflows to power up your Shopify s"
                },
                {
                  "url": "https://n8n.io/blog/how-to-build-a-low-code-self-hosted-url-shortener/",
                  "icon": "🔗",
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                },
                {
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                  "label": "Automate your data processing pipeline in 9 steps"
                },
                {
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                  "icon": "👥",
                  "label": "How to get started with CRM automation (with 3 no-code workflow ideas"
                },
                {
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                  "icon": "⚡️",
                  "label": "5 tasks you can automate with the new Notion API "
                },
                {
                  "url": "https://n8n.io/blog/automate-google-apps-for-productivity/",
                  "icon": "💡",
                  "label": "15 Google apps you can combine and automate to increase productivity"
                },
                {
                  "url": "https://n8n.io/blog/how-uproc-scraped-a-multi-page-website-with-a-low-code-workflow/",
                  "icon": " 🕸️",
                  "label": "How uProc scraped a multi-page website with a low-code workflow"
                },
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                  "label": "The ultimate guide to automate your video collaboration with Whereby, Mattermost, and n8n"
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                  "icon": "🤖",
                  "label": "5 workflow automations for Mattermost that we love at n8n"
                },
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                  "label": "A low-code bitcoin ticker built with QuestDB and n8n.io"
                },
                {
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                  "label": "How to set up a no-code CI/CD pipeline with GitHub and TravisCI"
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                  "label": "7 no-code workflow automations for Amazon Web Services"
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              ],
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                  "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.set/"
                }
              ]
            },
            "categories": [
              "Core Nodes"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0",
            "subcategories": {
              "Core Nodes": [
                "Data Transformation"
              ]
            }
          }
        },
        "group": "[\"input\"]",
        "defaults": {
          "name": "Edit Fields"
        },
        "iconData": {
          "icon": "pen",
          "type": "icon"
        },
        "displayName": "Edit Fields (Set)",
        "typeVersion": 3,
        "nodeCategories": [
          {
            "id": 9,
            "name": "Core Nodes"
          }
        ]
      },
      {
        "id": 565,
        "icon": "fa:sticky-note",
        "name": "n8n-nodes-base.stickyNote",
        "codex": {
          "data": {
            "alias": [
              "Comments",
              "Notes",
              "Sticky"
            ],
            "categories": [
              "Core Nodes"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0",
            "subcategories": {
              "Core Nodes": [
                "Helpers"
              ]
            }
          }
        },
        "group": "[\"input\"]",
        "defaults": {
          "name": "Sticky Note",
          "color": "#FFD233"
        },
        "iconData": {
          "icon": "sticky-note",
          "type": "icon"
        },
        "displayName": "Sticky Note",
        "typeVersion": 1,
        "nodeCategories": [
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            "id": 9,
            "name": "Core Nodes"
          }
        ]
      },
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        "icon": "fa:mouse-pointer",
        "name": "n8n-nodes-base.manualTrigger",
        "codex": {
          "data": {
            "resources": {
              "generic": [],
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.manualworkflowtrigger/"
                }
              ]
            },
            "categories": [
              "Core Nodes"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0"
          }
        },
        "group": "[\"trigger\"]",
        "defaults": {
          "name": "When clicking ‘Execute workflow’",
          "color": "#909298"
        },
        "iconData": {
          "icon": "mouse-pointer",
          "type": "icon"
        },
        "displayName": "Manual Trigger",
        "typeVersion": 1,
        "nodeCategories": [
          {
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            "name": "Core Nodes"
          }
        ]
      },
      {
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        "icon": "fa:link",
        "name": "@n8n/n8n-nodes-langchain.chainRetrievalQa",
        "codex": {
          "data": {
            "alias": [
              "LangChain"
            ],
            "resources": {
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/cluster-nodes/root-nodes/n8n-nodes-langchain.chainretrievalqa/"
                }
              ]
            },
            "categories": [
              "AI",
              "Langchain"
            ],
            "subcategories": {
              "AI": [
                "Chains",
                "Root Nodes"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "Question and Answer Chain",
          "color": "#909298"
        },
        "iconData": {
          "icon": "link",
          "type": "icon"
        },
        "displayName": "Question and Answer Chain",
        "typeVersion": 2,
        "nodeCategories": [
          {
            "id": 25,
            "name": "AI"
          },
          {
            "id": 26,
            "name": "Langchain"
          }
        ]
      },
      {
        "id": 1153,
        "icon": "file:openAiLight.svg",
        "name": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
        "codex": {
          "data": {
            "resources": {
              "primaryDocumentation": [
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                  "url": "https://docs.n8n.io/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.lmchatopenai/"
                }
              ]
            },
            "categories": [
              "AI",
              "Langchain"
            ],
            "subcategories": {
              "AI": [
                "Language Models",
                "Root Nodes"
              ],
              "Language Models": [
                "Chat Models (Recommended)"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "OpenAI Chat Model"
        },
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            "id": 25,
            "name": "AI"
          },
          {
            "id": 26,
            "name": "Langchain"
          }
        ]
      },
      {
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            },
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            "subcategories": {
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        },
        "group": "[\"transform\"]",
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    "categories": [
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        "name": "Internal Wiki"
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        "name": "AI RAG"
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    "image": []
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}