{
  "workflow": {
    "id": 5426,
    "name": "Create a webhook-ready conversational assistant with Google Gemini and session memory",
    "views": 1183,
    "recentViews": 0,
    "totalViews": 1183,
    "createdAt": "2025-06-28T04:06:54.178Z",
    "description": "## Universal AI Assistant - Webhook-Ready Conversational AI\n\nTransform any platform into an intelligent conversational experience with this plug-and-play n8n workflow. This AI assistant can be seamlessly integrated into websites, mobile apps, or any system that supports webhook connections.\nKey Features:\n\n🔗 Universal Integration - Connect to any platform via webhook (websites, apps, bots)\n🧠 Powered by Google Gemini 2.0 Flash - Fast, accurate, and context-aware responses\n💾 Session Memory - Maintains conversation context for natural follow-up interactions\n⚡ Real-time Responses - Instant webhook responses for smooth user experiences\n🎯 Customizable Personality - Easy prompt modification for brand-specific tone\n\n## Perfect For:\n\nWebsite Chat Widgets - Add AI support to any website instantly\nWhatsApp/Telegram Bots - Power messaging platforms with intelligent responses\nMobile App Integration - Embed conversational AI into iOS/Android apps\nCustomer Support Systems - Automate first-line support with context retention\nLead Qualification - Intelligent pre-screening of prospects before human handoff\n\n## Simple Implementation:\nJust send POST requests to the webhook URL with:\njson{\n  \"message\": \"User's question here\",\n  \"sessionId\": \"unique-session-identifier\"\n}\nReady to deploy in minutes - No complex setup required. Perfect for small businesses wanting to add AI capabilities without technical overhead.\n\nThis workflow gives you a production-ready foundation that you can customize for specific client needs. The session-based memory makes it ideal for customer support scenarios where context matters, and the webhook approach means it integrates with virtually any platform your clients are already using.",
    "workflow": {
      "id": "QNRmujxuRedJ4sCy",
      "meta": {
        "instanceId": "2000c64071c20843606b95c63795bb0797c41036047055a6586498e855b96efc"
      },
      "name": "Universal ai assistant",
      "tags": [],
      "nodes": [
        {
          "id": "a3a31971-a601-4a0a-a306-d5e63a7e33f5",
          "name": "AI Agent",
          "type": "@n8n/n8n-nodes-langchain.agent",
          "position": [
            920,
            -40
          ],
          "parameters": {
            "text": "You are a helpful AI assistant designed to provide accurate, concise, and friendly responses to user queries. Your goal is to understand the user's needs and provide relevant information, guidance, or solutions. Always maintain a professional yet approachable tone. If you're unsure about something, acknowledge it honestly and suggest alternative approaches when possible.",
            "options": {},
            "promptType": "define"
          },
          "typeVersion": 1.8
        },
        {
          "id": "921ac636-0297-4b7a-aeb1-6c68e9af6885",
          "name": "Google Gemini Chat Model",
          "type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
          "position": [
            948,
            180
          ],
          "parameters": {
            "options": {},
            "modelName": "models/gemini-2.0-flash"
          },
          "credentials": {
            "googlePalmApi": {
              "id": "credential-id",
              "name": "googlePalmApi Credential"
            }
          },
          "typeVersion": 1
        },
        {
          "id": "afcdf33e-bce6-4b80-bfee-f6707e307a03",
          "name": "Webhook",
          "type": "n8n-nodes-base.webhook",
          "position": [
            700,
            -40
          ],
          "webhookId": "45cec96e-962d-4e27-ab75-34d25b837032",
          "parameters": {
            "path": "45cec96e-962d-4e27-ab75-34d25b837032",
            "options": {},
            "httpMethod": "POST",
            "responseMode": "responseNode"
          },
          "typeVersion": 2
        },
        {
          "id": "317a9c30-7651-47e1-b6aa-64ce4162aa16",
          "name": "Respond to Webhook",
          "type": "n8n-nodes-base.respondToWebhook",
          "position": [
            1296,
            -40
          ],
          "parameters": {
            "options": {}
          },
          "typeVersion": 1.1
        },
        {
          "id": "5f0d884e-3a75-49f9-babb-22fff9fb8a87",
          "name": "Simple Memory",
          "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
          "position": [
            1068,
            180
          ],
          "parameters": {
            "sessionKey": "={{ $json.body.sessionId }}",
            "sessionIdType": "customKey"
          },
          "typeVersion": 1.3
        },
        {
          "id": "a5ff29b4-5a46-4716-bd3b-a29c40923e63",
          "name": "Sticky Note",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            420,
            -140
          ],
          "parameters": {
            "width": 280,
            "height": 440,
            "content": "## Webhook Entry Point\n\n**Receives requests from:**\n- Website chat widgets\n- Mobile apps\n- Third-party platforms\n- Custom integrations\n\n**Expected payload:**\n```json\n{\n  \"message\": \"user question\",\n  \"sessionId\": \"unique-session-id\"\n}\n```"
          },
          "typeVersion": 1
        },
        {
          "id": "6799e102-74fe-49a3-8696-178143b5c7f7",
          "name": "Sticky Note1",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            760,
            280
          ],
          "parameters": {
            "width": 220,
            "height": 260,
            "content": "## AI Processing Core\n\n**Powered by Google Gemini 2.0 Flash**\n- Fast response times\n- Context-aware conversations\n- Natural language understanding\n- Maintains conversation history per session"
          },
          "typeVersion": 1
        },
        {
          "id": "e299b1f8-c6e7-4816-878d-60d3ff8edf14",
          "name": "Sticky Note2",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            1180,
            280
          ],
          "parameters": {
            "color": 5,
            "width": 180,
            "height": 340,
            "content": "## Session Memory\n\n**Conversation Context:**\n- Remembers previous messages\n- Maintains context per sessionId\n- Enables natural follow-up questions\n- Auto-manages conversation history"
          },
          "typeVersion": 1
        },
        {
          "id": "b926b0ea-11d6-4773-83bd-ce12c7be40c1",
          "name": "Sticky Note3",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            1380,
            -140
          ],
          "parameters": {
            "width": 160,
            "height": 100,
            "content": "## Response Output\n\n**Returns structured response:**\n- AI-generated answer\n- Consistent formatting\n- Ready for frontend display\n- JSON format compatible"
          },
          "typeVersion": 1
        },
        {
          "id": "456572e3-0abf-408d-a5ab-36cb0e2d5911",
          "name": "Sticky Note4",
          "type": "n8n-nodes-base.stickyNote",
          "position": [
            720,
            -400
          ],
          "parameters": {
            "color": 5,
            "width": 300,
            "height": 320,
            "content": "## 🚀 AI Assistant Workflow\n\n**This workflow creates a conversational AI assistant that can be integrated anywhere:**\n\n✅ Website chat widgets\n✅ Mobile applications  \n✅ WhatsApp/Telegram bots\n✅ Custom dashboards\n✅ Third-party platforms\n\n**Simply send POST requests to the webhook URL with your message and sessionId!**"
          },
          "typeVersion": 1
        }
      ],
      "active": false,
      "pinData": {},
      "settings": {
        "executionOrder": "v1"
      },
      "versionId": "3453d230-0017-4f82-8942-346e34867c63",
      "connections": {
        "Webhook": {
          "main": [
            [
              {
                "node": "AI Agent",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "AI Agent": {
          "main": [
            [
              {
                "node": "Respond to Webhook",
                "type": "main",
                "index": 0
              }
            ]
          ]
        },
        "Simple Memory": {
          "ai_memory": [
            [
              {
                "node": "AI Agent",
                "type": "ai_memory",
                "index": 0
              }
            ]
          ]
        },
        "Google Gemini Chat Model": {
          "ai_languageModel": [
            [
              {
                "node": "AI Agent",
                "type": "ai_languageModel",
                "index": 0
              }
            ]
          ]
        }
      }
    },
    "lastUpdatedBy": 29,
    "workflowInfo": {
      "nodeCount": 10,
      "nodeTypes": {
        "n8n-nodes-base.webhook": {
          "count": 1
        },
        "n8n-nodes-base.stickyNote": {
          "count": 5
        },
        "@n8n/n8n-nodes-langchain.agent": {
          "count": 1
        },
        "n8n-nodes-base.respondToWebhook": {
          "count": 1
        },
        "@n8n/n8n-nodes-langchain.lmChatGoogleGemini": {
          "count": 1
        },
        "@n8n/n8n-nodes-langchain.memoryBufferWindow": {
          "count": 1
        }
      }
    },
    "status": "published",
    "user": {
      "name": "David Olusola",
      "username": "dae221",
      "bio": "I design enterprise-grade automation systems that eliminate bottlenecks, cut manual work by 70%+, and unlock millions in lost revenue opportunities. My clients — typically achieve 5–10x ROI within the first 90 days. Currently partnering with select high-growth companies ready to scale faster with AI automation.  david@daexai.com",
      "verified": true,
      "links": [
        ""
      ],
      "avatar": "https://gravatar.com/avatar/2abbc4c9e828c54a8d8838beda1382e8e4a66684ef9fa8451dbeb3e72b0c9f9c?r=pg&d=retro&size=200"
    },
    "nodes": [
      {
        "id": 47,
        "icon": "file:webhook.svg",
        "name": "n8n-nodes-base.webhook",
        "codex": {
          "data": {
            "alias": [
              "HTTP",
              "API",
              "Build",
              "WH"
            ],
            "resources": {
              "generic": [
                {
                  "url": "https://n8n.io/blog/learn-how-to-automatically-cross-post-your-content-with-n8n/",
                  "icon": "✍️",
                  "label": "Learn how to automatically cross-post your content with n8n"
                },
                {
                  "url": "https://n8n.io/blog/running-n8n-on-ships-an-interview-with-maranics/",
                  "icon": "🛳",
                  "label": "Running n8n on ships: An interview with Maranics"
                },
                {
                  "url": "https://n8n.io/blog/how-to-build-a-low-code-self-hosted-url-shortener/",
                  "icon": "🔗",
                  "label": "How to build a low-code, self-hosted URL shortener in 3 steps"
                },
                {
                  "url": "https://n8n.io/blog/what-are-apis-how-to-use-them-with-no-code/",
                  "icon": " 🪢",
                  "label": "What are APIs and how to use them with no code"
                },
                {
                  "url": "https://n8n.io/blog/5-tasks-you-can-automate-with-notion-api/",
                  "icon": "⚡️",
                  "label": "5 tasks you can automate with the new Notion API "
                },
                {
                  "url": "https://n8n.io/blog/how-a-digital-strategist-uses-n8n-for-online-marketing/",
                  "icon": "💻",
                  "label": "How a digital strategist uses n8n for online marketing"
                },
                {
                  "url": "https://n8n.io/blog/the-ultimate-guide-to-automate-your-video-collaboration-with-whereby-mattermost-and-n8n/",
                  "icon": "📹",
                  "label": "The ultimate guide to automate your video collaboration with Whereby, Mattermost, and n8n"
                },
                {
                  "url": "https://n8n.io/blog/how-to-automatically-give-kudos-to-contributors-with-github-slack-and-n8n/",
                  "icon": "👏",
                  "label": "How to automatically give kudos to contributors with GitHub, Slack, and n8n"
                },
                {
                  "url": "https://n8n.io/blog/5-workflow-automations-for-mattermost-that-we-love-at-n8n/",
                  "icon": "🤖",
                  "label": "5 workflow automations for Mattermost that we love at n8n"
                },
                {
                  "url": "https://n8n.io/blog/why-this-product-manager-loves-workflow-automation-with-n8n/",
                  "icon": "🧠",
                  "label": "Why this Product Manager loves workflow automation with n8n"
                },
                {
                  "url": "https://n8n.io/blog/creating-custom-incident-response-workflows-with-n8n/",
                  "label": "How to automate every step of an incident response workflow"
                },
                {
                  "url": "https://n8n.io/blog/learn-to-build-powerful-api-endpoints-using-webhooks/",
                  "icon": "🧰",
                  "label": "Learn to Build Powerful API Endpoints Using Webhooks"
                },
                {
                  "url": "https://n8n.io/blog/learn-how-to-use-webhooks-with-mattermost-slash-commands/",
                  "icon": "🦄",
                  "label": "Learn how to use webhooks with Mattermost slash commands"
                },
                {
                  "url": "https://n8n.io/blog/how-goomer-automated-their-operations-with-over-200-n8n-workflows/",
                  "icon": "🛵",
                  "label": "How Goomer automated their operations with over 200 n8n workflows"
                }
              ],
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.webhook/"
                }
              ]
            },
            "categories": [
              "Development",
              "Core Nodes"
            ],
            "nodeVersion": "1.0",
            "codexVersion": "1.0",
            "subcategories": {
              "Core Nodes": [
                "Helpers"
              ]
            }
          }
        },
        "group": "[\"trigger\"]",
        "defaults": {
          "name": "Webhook"
        },
        "iconData": {
          "type": "file",
          "fileBuffer": "data:image/svg+xml;base64,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"
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          },
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            "name": "Core Nodes"
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        ]
      },
      {
        "id": 535,
        "icon": "file:webhook.svg",
        "name": "n8n-nodes-base.respondToWebhook",
        "codex": {
          "data": {
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                {
                  "url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.respondtowebhook/"
                }
              ]
            },
            "categories": [
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            "nodeVersion": "1.0",
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            "subcategories": {
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              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "Respond to Webhook"
        },
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        ]
      },
      {
        "id": 565,
        "icon": "fa:sticky-note",
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        "codex": {
          "data": {
            "alias": [
              "Comments",
              "Notes",
              "Sticky"
            ],
            "categories": [
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            ],
            "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",
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          }
        ]
      },
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        "id": 1119,
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        "codex": {
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            "alias": [
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              "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": [
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            ],
            "subcategories": {
              "AI": [
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                "Root Nodes"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
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          "color": "#404040"
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          }
        ]
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          "data": {
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                  "url": "https://docs.n8n.io/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.memorybufferwindow/"
                }
              ]
            },
            "categories": [
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              "Langchain"
            ],
            "subcategories": {
              "AI": [
                "Memory"
              ],
              "Memory": [
                "For beginners"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "Simple Memory"
        },
        "iconData": {
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          "type": "icon"
        },
        "displayName": "Simple Memory",
        "typeVersion": 1,
        "nodeCategories": [
          {
            "id": 25,
            "name": "AI"
          },
          {
            "id": 26,
            "name": "Langchain"
          }
        ]
      },
      {
        "id": 1262,
        "icon": "file:google.svg",
        "name": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
        "codex": {
          "data": {
            "resources": {
              "primaryDocumentation": [
                {
                  "url": "https://docs.n8n.io/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.lmchatgooglegemini/"
                }
              ]
            },
            "categories": [
              "AI",
              "Langchain"
            ],
            "subcategories": {
              "AI": [
                "Language Models",
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              "Language Models": [
                "Chat Models (Recommended)"
              ]
            }
          }
        },
        "group": "[\"transform\"]",
        "defaults": {
          "name": "Google Gemini Chat Model"
        },
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    ],
    "categories": [
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}