{
  "workflow": {
    "id": 5615,
    "name": "Email-based book recommendations with Ollama LLM and OpenLibrary API",
    "views": 378,
    "recentViews": 0,
    "totalViews": 378,
    "createdAt": "2025-07-03T02:24:11.108Z",
    "description": "This workflow listens for incoming book request emails, extracts the user's intent using the Ollama LLM, queries book data (title, summary, details) via an API, and sends a personalized recommendation email. Ideal for automated book suggestions using LLMs and structured APIs, great for newsletters, reading clubs, and educational bots.\n\n## How It Works\n\n1. **Email Request:** Triggers the workflow when a new email with a book request is received.\n2. **Analyze Email with Ollama:** Extracts user intent and book preferences using the Ollama LLM.\n3. **Create Book Search Query:** Generates a query based on the analyzed intent.\n4. **Book Search API:** Fetches book data (title, summary, details) from an API.\n5. **Check API Response:** Validates the API response for book availability.\n6. **Handle No Book Found:** Manages cases where no suitable book is found.\n7. **Extract Book Summary:** Pulls the summary from the API response.\n8. **Wait for Summary Response:** Pauses to ensure summary data is ready.\n9. **Retrieve Book Details:** Gathers additional book details.\n10. **Format Book Data:** Structures the book information for the recommendation.\n11. **Enhance Data with Code:** Refines the data using custom code.\n12. **Generate Email Content:** Creates a personalized email recommendation.\n13. **Send Email:** Delivers the recommendation to the user.\n\n## How to Use\n\n- Import the workflow into n8n.\n- Configure email credentials for the Email Request node.\n- Set up Ollama LLM API credentials and endpoint.\n- Configure the Book Search API with appropriate credentials and endpoint.\n- Test with a sample email requesting a book recommendation.\n- Adjust the Generate Email Content node for custom email templates if needed.\n- Ensure the Send Email node is linked to a valid email service.\n\n## Requirements\n\n- Email service API credentials (e.g., Gmail, SMTP)\n- Ollama LLM API access\n- Book Search API credentials\n\n## Customizing This Workflow\n\n1. Modify the Analyze Email with Ollama node to refine intent extraction for specific genres.\n2. Adjust the Book Search API query to target different book databases.\n3. Customize the Generate Email Content node to include additional details like author bios.",
    "workflow": {
      "id": "QRbFHzWOiN6ee7D9",
      "meta": {
        "instanceId": "dd69efaf8212c74ad206700d104739d3329588a6f3f8381a46a481f34c9cc281",
        "templateCredsSetupCompleted": true
      },
      "name": "AI-Driven Book Recommendation Engine",
      "tags": [],
      "nodes": [
        {
          "id": "9840af8c-b582-4659-ae3b-869500193074",
          "name": "Ollama Model",
          "type": "@n8n/n8n-nodes-langchain.lmChatOllama",
          "position": [
            -132,
            280
          ],
          "parameters": {
            "model": "llama3.2-16000:latest",
            "options": {}
          },
          "credentials": {
            "ollamaApi": {
              "id": "credential-id",
              "name": "ollamaApi Credential"
            }
          },
          "typeVersion": 1
        },
        {
          "id": "61b127d3-bb32-4eee-a239-c259430e9139",
          "name": "Email Trigger – Book Request",
          "type": "n8n-nodes-base.emailReadImap",
          "position": [
            -440,
            60
          ],
          "parameters": {
            "options": {}
          },
          "credentials": {
            "imap": {
              "id": "credential-id",
              "name": "imap Credential"
            }
          },
          "typeVersion": 2
        },
        {
          "id": "cc2e4acc-e8dc-4789-9142-1bc08977add5",
          "name": "Analyze Email with Ollama",
          "type": "@n8n/n8n-nodes-langchain.agent",
          "position": [
            -220,
            60
          ],
          "parameters": {
            "text": "={{ $json.textPlain }}",
            "options": {
              "systemMessage": "=You are a helper that identifies and lists only the types of books mentioned in the message.\n\nWhich types of books are being asked for in this message?\n\nReply with the types in lowercase, one on each line. Don’t include anything else — no headers, labels, or symbols.\n\nInput:\n{{ $json.textPlain }}"
            },
            "promptType": "define"
          },
          "typeVersion": 2
        },
        {
          "id": "37386ba5-319e-40da-bf42-c8d2fbb0a48a",
          "name": "Create Book Search Query",
          "type": "n8n-nodes-base.set",
          "position": [
            156,
            60
          ],
          "parameters": {
            "values": {
              "string": [
                {
                  "name": "subject-name",
                  "value": "={{ $json.output }}"
                }
              ]
            },
            "options": {},
            "keepOnlySet": true
          },
          "typeVersion": 1
        },
        {
          "id": "0c9dc4d4-c775-4ae6-bd5c-dddb0ca175ab",
          "name": "Call Book Search API",
          "type": "n8n-nodes-base.httpRequest",
          "position": [
            376,
            60
          ],
          "parameters": {
            "url": "=https://openlibrary.org/subjects/{{ $json.subject-name}}",
            "options": {},
            "queryParametersUi": {
              "parameter": [
                {
                  "name": "limit",
                  "value": "0"
                }
              ]
            }
          },
          "typeVersion": 1
        },
        {
          "id": "39dc690f-f68b-4f5d-87e0-44eb12cbb5f4",
          "name": "Check API Response",
          "type": "n8n-nodes-base.if",
          "position": [
            596,
            60
          ],
          "parameters": {
            "conditions": {
              "number": [
                {
                  "value1": "={{$node[\"Call Book Search API\"].json[\"work_count\"]}}",
                  "operation": "larger"
                }
              ]
            }
          },
          "typeVersion": 1
        },
        {
          "id": "727a94bd-9c95-44b6-85f7-86ee36fcda7f",
          "name": "Handle No Book Found",
          "type": "n8n-nodes-base.emailSend",
          "position": [
            816,
            160
          ],
          "parameters": {
            "html": "=<p>We're sorry, but no books were found for the subject <em>{{$node[\"Check API Response\"].json[\"name\"]}}</em>. </p>\n\n<p>Please try a different subject or update your n8n workflow accordingly.</p>\n\n<p>You can explore a list of available subjects at <a href=\"https://openlibrary.org/subjects\" target=\"_blank\">Open Library Subjects</a>.</p>\n",
            "options": {},
            "subject": "=Book not found in {{$node[\"Check API Response\"].json[\"name\"]}}",
            "toEmail": "user@example.com",
            "fromEmail": "user@example.com"
          },
          "credentials": {
            "smtp": {
              "id": "credential-id",
              "name": "smtp Credential"
            }
          },
          "typeVersion": 1
        },
        {
          "id": "d164e6f0-b684-4467-a4e8-0aae75878663",
          "name": "Check Book Name",
          "type": "n8n-nodes-base.code",
          "position": [
            816,
            -40
          ],
          "parameters": {
            "jsCode": "var retrieve_book = 0;\nvar book_count = items[0].json.work_count;\n\nretrieve_book = Math.floor(Math.random() * book_count) + 1\n\nitems[0].json.retrieve_book = retrieve_book;\nreturn items;"
          },
          "typeVersion": 2
        },
        {
          "id": "efa8a98b-cd03-41ac-93f0-c1f856cff17f",
          "name": "Extract Book Summary",
          "type": "n8n-nodes-base.httpRequest",
          "position": [
            1036,
            -40
          ],
          "parameters": {
            "url": "=http://openlibrary.org/subjects/{{$json[\"name\"]}}.json",
            "options": {},
            "queryParametersUi": {
              "parameter": [
                {
                  "name": "limit",
                  "value": "1"
                },
                {
                  "name": "offset",
                  "value": "={{$json[\"retrieve_book\"]}}"
                },
                {
                  "name": "detail",
                  "value": "true"
                }
              ]
            }
          },
          "typeVersion": 1
        },
        {
          "id": "96c40040-623c-45df-ae94-b2813ffd5668",
          "name": "Wait for Summary Response",
          "type": "n8n-nodes-base.wait",
          "position": [
            1256,
            -40
          ],
          "webhookId": "4880c8b5-9639-4e41-9ef9-3eb5520f5fab",
          "parameters": {},
          "typeVersion": 1.1
        },
        {
          "id": "786470f7-9056-46c3-83d0-48bbf98133a5",
          "name": "Retrieve Book Details",
          "type": "n8n-nodes-base.httpRequest",
          "position": [
            1476,
            -40
          ],
          "parameters": {
            "url": "=http://openlibrary.org.{{$node[\"Extract Book Summary\"].json[\"works\"][0][\"key\"]}}.json",
            "options": {},
            "queryParametersUi": {
              "parameter": [
                {
                  "name": "limit",
                  "value": "1"
                }
              ]
            }
          },
          "typeVersion": 1
        },
        {
          "id": "641c0ba1-ccad-4462-9499-b4a28dfd0975",
          "name": "Format Book Data",
          "type": "n8n-nodes-base.set",
          "position": [
            1696,
            -40
          ],
          "parameters": {
            "values": {
              "string": [
                {
                  "name": "authors",
                  "value": "={{$node[\"Extract Book Summary\"].json[\"works\"][0][\"authors\"]}}"
                },
                {
                  "name": "title",
                  "value": "={{$node[\"Extract Book Summary\"].json[\"works\"][0][\"title\"]}}"
                },
                {
                  "name": "description",
                  "value": "={{$node[\"Retrieve Book Details\"].json[\"description\"][\"value\"]}}"
                },
                {
                  "name": "URL",
                  "value": "=https://openlibrary.org{{$node[\"Extract Book Summary\"].json[\"works\"][0][\"key\"]}}"
                }
              ]
            },
            "options": {},
            "keepOnlySet": true
          },
          "typeVersion": 1
        },
        {
          "id": "79d33736-4931-4f7e-8ac0-07980cc8fcb9",
          "name": "Enhance Data with Code",
          "type": "n8n-nodes-base.code",
          "position": [
            1916,
            -40
          ],
          "parameters": {
            "jsCode": "var arrAuthors = items[0].json.authors;\n\nvar arrNames = arrAuthors.map(function(author) {\n  return \"<a href=\\\"https://openlibrary.org\" + author['key'] + \"\\\">\" + author['name'] + \"</a>\";\n});\n\nvar names = arrNames.join(\", \");\n\nitems[0].json.authors = names;\n\nreturn items;"
          },
          "typeVersion": 2
        },
        {
          "id": "e19dbc55-a1c5-4070-b2ae-2f4582fe14c8",
          "name": "Generate Email Content",
          "type": "n8n-nodes-base.set",
          "position": [
            2136,
            -40
          ],
          "parameters": {
            "values": {
              "string": [
                {
                  "name": "msgSubject",
                  "value": "=Book Recommendation: {{$node[\"Generate Author Info\t\"].json[\"title\"]}}"
                },
                {
                  "name": "msgBody",
                  "value": "=<H2><a href=\"{{$node[\"Generate Author Info\t\"].json[\"URL\"]}}\">{{$node[\"Generate Author Info\t\"].json[\"title\"]}}</a></H2>\n<p><em>By {{$node[\"Generate Author Info\t\"].json[\"authors\"]}}</em><br>\n{{$node[\"Generate Author Info\t\"].json[\"description\"]}}</p>"
                }
              ]
            },
            "options": {},
            "keepOnlySet": true
          },
          "typeVersion": 1
        },
        {
          "id": "c178bfca-5ee9-40d5-a0da-1b3fb0f7e5b8",
          "name": "Send Recommendation Email",
          "type": "n8n-nodes-base.emailSend",
          "position": [
            2356,
            -40
          ],
          "parameters": {
            "html": "={{$node[\"Generate Email Content\"].json[\"msgBody\"]}}",
            "options": {},
            "subject": "={{$node[\"Generate Email Content\"].json[\"msgSubject\"]}}",
            "toEmail": "user@example.com",
            "fromEmail": "user@example.com"
          },
          "credentials": {
            "smtp": {
              "id": "credential-id",
              "name": "smtp Credential"
            }
          },
          "typeVersion": 1
        },
        {
          "id": "fe5af873-7969-436c-8eaf-efed81c83665",
          "name": "Sticky Note",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -340,
            -900
          ],
          "parameters": {
            "color": 5,
            "width": 600,
            "height": 360,
            "content": "## Overview: \n\nThis workflow triggers on book request emails, uses Ollama LLM to extract intent, queries a Book Search API for data (title, summary, details), handles no-book cases, formats and enhances the data, generates a personalized email, and sends it to the user.\n\n✅ Ideal for automated book suggestions using LLMs and structured APIs.\n✅ Great for newsletter, reading clubs, and educational bots.\n"
          },
          "typeVersion": 1
        },
        {
          "id": "afa604fa-0086-4327-998b-7b720694fc42",
          "name": "Sticky Note1",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            400,
            -880
          ],
          "parameters": {
            "width": 660,
            "height": 320,
            "content": "## How to Run:\n\n1. Ensure the email trigger is connected to a valid inbox (IMAP/Gmail).\n2. Verify the Ollama node is running with the correct model.\n3. Set valid credentials for the book search API.\n4. Click **“Execute Workflow”** or activate the workflow to listen in real-time.\n5. Send a test email with a book request (e.g., “Recommend me a sci-fi novel.”).\n6. Check the sent mailbox for the recommendation email.\n\n## Tip: \nCustomize the book genre parser or API call to match your use case.\n"
          },
          "typeVersion": 1
        },
        {
          "id": "afdc2813-f8ef-4311-bb5b-dbdd2784dfca",
          "name": "Sticky Note2",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            -480,
            -340
          ],
          "parameters": {
            "color": 4,
            "width": 540,
            "height": 860,
            "content": "## Email Input Processing\n\nTriggers on new book request emails and uses Ollama LLM to extract user intent."
          },
          "typeVersion": 1
        },
        {
          "id": "c0a2dc78-18a6-48f8-9599-74e4d5e7c27e",
          "name": "Sticky Note3",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            1680,
            -380
          ],
          "parameters": {
            "color": 2,
            "width": 880,
            "height": 860,
            "content": "## Output Generation\n\nFormats data, refines it with code, creates a personalized email, and sends it to the user."
          },
          "typeVersion": 1
        },
        {
          "id": "7a49c987-d940-4e65-ab52-b024d838a55c",
          "name": "Sticky Note4",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            140,
            -340
          ],
          "parameters": {
            "color": 3,
            "width": 580,
            "height": 860,
            "content": "## Book Data Retrieval\n\nGenerates a search query, fetches book data (title, summary, details) via API, and validates the response."
          },
          "typeVersion": 1
        },
        {
          "id": "86d479fa-002c-4e2f-8239-e3ba21d3989b",
          "name": "Sticky Note5",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            1000,
            -380
          ],
          "parameters": {
            "color": 6,
            "width": 620,
            "height": 860,
            "content": "## Data Preparation\n\nExtracts summary, ensures data readiness, and gathers additional book details."
          },
          "typeVersion": 1
        }
      ],
      "active": false,
      "pinData": {},
      "settings": {
        "executionOrder": "v1"
      },
      "versionId": "675f1b3c-84ee-47b1-bbc4-c2c1a79a7b55",
      "connections": {
        "Ollama Model": {
          "ai_languageModel": [
            [
              {
                "node": "Analyze Email with Ollama",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        },
        "Check Book Name": {
          "main": [
            [
              {
                "node": "Extract Book Summary",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Format Book Data": {
          "main": [
            [
              {
                "node": "Enhance Data with Code",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Check API Response": {
          "main": [
            [
              {
                "node": "Check Book Name",
                "type": "main",
                "index": 0
              }
            ],
            [
              {
                "node": "Handle No Book Found",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Call Book Search API": {
          "main": [
            [
              {
                "node": "Check API Response",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Extract Book Summary": {
          "main": [
            [
              {
                "node": "Wait for Summary Response",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Retrieve Book Details": {
          "main": [
            [
              {
                "node": "Format Book Data",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Enhance Data with Code": {
          "main": [
            [
              {
                "node": "Generate Email Content",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Generate Email Content": {
          "main": [
            [
              {
                "node": "Send Recommendation Email",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Create Book Search Query": {
          "main": [
            [
              {
                "node": "Call Book Search API",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Analyze Email with Ollama": {
          "main": [
            [
              {
                "node": "Create Book Search Query",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Wait for Summary Response": {
          "main": [
            [
              {
                "node": "Retrieve Book Details",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Email Trigger – Book Request": {
          "main": [
            [
              {
                "node": "Analyze Email with Ollama",
                "type": "main",
                "index": 0
              }
            ]
          ]
        }
      }
    },
    "lastUpdatedBy": 29,
    "workflowInfo": {
      "nodeCount": 21,
      "nodeTypes": {
        "n8n-nodes-base.if": {
          "count": 1
        },
        "n8n-nodes-base.set": {
          "count": 3
        },
        "n8n-nodes-base.code": {
          "count": 2
        },
        "n8n-nodes-base.wait": {
          "count": 1
        },
        "n8n-nodes-base.emailSend": {
          "count": 2
        },
        "n8n-nodes-base.stickyNote": {
          "count": 6
        },
        "n8n-nodes-base.httpRequest": {
          "count": 3
        },
        "n8n-nodes-base.emailReadImap": {
          "count": 1
        },
        "@n8n/n8n-nodes-langchain.agent": {
          "count": 1
        },
        "@n8n/n8n-nodes-langchain.lmChatOllama": {
          "count": 1
        }
      }
    },
    "status": "published",
    "user": {
      "name": "Oneclick AI Squad",
      "username": "oneclick-ai",
      "bio": "The AI Squad Initiative is a pioneering effort to build, automate and scale AI-powered workflows using n8n.io. Our mission is to help individuals and businesses integrate AI agents seamlessly into their daily operations  from automating tasks and enhancing productivity to creating innovative, intelligent solutions. We design modular, reusable AI workflow templates that empower creators, developers and teams to supercharge their automation with minimal effort and maximum impact.",
      "verified": true,
      "links": [
        "https://www.oneclickitsolution.com/"
      ],
      "avatar": "https://gravatar.com/avatar/848fca91367142f65f9e5c55d64e5c9952b160d7b060d103b52aa343c6bc7b3d?r=pg&d=retro&size=200"
    },
    "nodes": [
      {
        "id": 10,
        "icon": "fa:inbox",
        "name": "n8n-nodes-base.emailReadImap",
        "codex": {
          "data": {
            "resources": {
              "generic": [
                {
                  "url": "https://n8n.io/blog/build-your-own-virtual-assistant-with-n8n-a-step-by-step-guide/",
                  "icon": "👦",
                  "label": "Build your own virtual assistant with n8n: A step by step guide"
                }
              ],
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.emailimap/"
                }
              ],
              "credentialDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/credentials/imap/"
                }
              ]
            },
            "categories": [
              "Communication",
              "Core Nodes"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0",
            "subcategories": {
              "Core Nodes": [
                "Other Trigger Nodes"
              ]
            }
          }
        },
        "group": "[\"trigger\"]",
        "defaults": {
          "name": "Email Trigger (IMAP)",
          "color": "#44AA22"
        },
        "iconData": {
          "icon": "inbox",
          "type": "icon"
        },
        "displayName": "Email Trigger (IMAP)",
        "typeVersion": 2,
        "nodeCategories": [
          {
            "id": 6,
            "name": "Communication"
          },
          {
            "id": 9,
            "name": "Core Nodes"
          }
        ]
      },
      {
        "id": 11,
        "icon": "fa:envelope",
        "name": "n8n-nodes-base.emailSend",
        "codex": {
          "data": {
            "alias": [
              "SMTP",
              "email",
              "human",
              "form",
              "wait",
              "hitl",
              "approval"
            ],
            "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/build-your-own-virtual-assistant-with-n8n-a-step-by-step-guide/",
                  "icon": "👦",
                  "label": "Build your own virtual assistant with n8n: A step by step guide"
                }
              ],
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.sendemail/"
                }
              ],
              "credentialDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/credentials/sendemail/"
                }
              ]
            },
            "categories": [
              "Communication",
              "HITL",
              "Core Nodes"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0",
            "subcategories": {
              "HITL": [
                "Human in the Loop"
              ]
            }
          }
        },
        "group": "[\"output\"]",
        "defaults": {
          "name": "Send Email",
          "color": "#00bb88"
        },
        "iconData": {
          "icon": "envelope",
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        },
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        },
        "displayName": "Edit Fields (Set)",
        "typeVersion": 3,
        "nodeCategories": [
          {
            "id": 9,
            "name": "Core Nodes"
          }
        ]
      },
      {
        "id": 514,
        "icon": "fa:pause-circle",
        "name": "n8n-nodes-base.wait",
        "codex": {
          "data": {
            "alias": [
              "pause",
              "sleep",
              "delay",
              "timeout"
            ],
            "resources": {
              "generic": [
                {
                  "url": "https://n8n.io/blog/how-to-get-started-with-crm-automation-and-no-code-workflow-ideas/",
                  "icon": "👥",
                  "label": "How to get started with CRM automation (with 3 no-code workflow ideas"
                },
                {
                  "url": "https://n8n.io/blog/aws-workflow-automation/",
                  "label": "7 no-code workflow automations for Amazon Web Services"
                }
              ],
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.wait/"
                }
              ]
            },
            "categories": [
              "Core Nodes"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0",
            "subcategories": {
              "Core Nodes": [
                "Helpers",
                "Flow"
              ]
            }
          }
        },
        "group": "[\"organization\"]",
        "defaults": {
          "name": "Wait",
          "color": "#804050"
        },
        "iconData": {
          "icon": "pause-circle",
          "type": "icon"
        },
        "displayName": "Wait",
        "typeVersion": 1,
        "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": [
          {
            "id": 9,
            "name": "Core Nodes"
          }
        ]
      },
      {
        "id": 834,
        "icon": "file:code.svg",
        "name": "n8n-nodes-base.code",
        "codex": {
          "data": {
            "alias": [
              "cpde",
              "Javascript",
              "JS",
              "Python",
              "Script",
              "Custom Code",
              "Function"
            ],
            "details": "The Code node allows you to execute JavaScript in your workflow.",
            "resources": {
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.code/"
                }
              ]
            },
            "categories": [
              "Development",
              "Core Nodes"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0",
            "subcategories": {
              "Core Nodes": [
                "Helpers",
                "Data Transformation"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "Code"
        },
        "iconData": {
          "type": "file",
          "fileBuffer": "data:image/svg+xml;base64,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"
        },
        "displayName": "Code",
        "typeVersion": 2,
        "nodeCategories": [
          {
            "id": 5,
            "name": "Development"
          },
          {
            "id": 9,
            "name": "Core Nodes"
          }
        ]
      },
      {
        "id": 1119,
        "icon": "fa:robot",
        "name": "@n8n/n8n-nodes-langchain.agent",
        "codex": {
          "data": {
            "alias": [
              "LangChain",
              "Chat",
              "Conversational",
              "Plan and Execute",
              "ReAct",
              "Tools"
            ],
            "resources": {
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/cluster-nodes/root-nodes/n8n-nodes-langchain.agent/"
                }
              ]
            },
            "categories": [
              "AI",
              "Langchain"
            ],
            "subcategories": {
              "AI": [
                "Agents",
                "Root Nodes"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "AI Agent",
          "color": "#404040"
        },
        "iconData": {
          "icon": "robot",
          "type": "icon"
        },
        "displayName": "AI Agent",
        "typeVersion": 3,
        "nodeCategories": [
          {
            "id": 25,
            "name": "AI"
          },
          {
            "id": 26,
            "name": "Langchain"
          }
        ]
      },
      {
        "id": 1151,
        "icon": "file:ollama.svg",
        "name": "@n8n/n8n-nodes-langchain.lmChatOllama",
        "codex": {
          "data": {
            "resources": {
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.lmchatollama/"
                }
              ]
            },
            "categories": [
              "AI",
              "Langchain"
            ],
            "subcategories": {
              "AI": [
                "Language Models",
                "Root Nodes"
              ],
              "Language Models": [
                "Chat Models (Recommended)"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "Ollama Chat Model"
        },
        "iconData": {
          "type": "file",
          "fileBuffer": "data:image/svg+xml;base64,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"
        },
        "displayName": "Ollama Chat Model",
        "typeVersion": 1,
        "nodeCategories": [
          {
            "id": 25,
            "name": "AI"
          },
          {
            "id": 26,
            "name": "Langchain"
          }
        ]
      }
    ],
    "categories": [
      {
        "id": 40,
        "name": "Support Chatbot"
      },
      {
        "id": 51,
        "name": "Multimodal AI"
      }
    ],
    "image": []
  }
}