AI Web Search and Summarization Workflow

The workflow JSON

Copy or download the full n8n JSON below. Paste it into a new n8n workflow, add your credentials, activate. Full import guide →

{
  "name": "AI Search n8n",
  "nodes": [
    {
      "parameters": {
        "requestMethod": "POST",
        "url": "DISCORD WEBHOOK URL",
        "options": {},
        "bodyParametersUi": {
          "parameter": [
            {
              "name": "content",
              "value": "={{ $json.content }}"
            }
          ]
        }
      },
      "name": "Send to Discord",
      "type": "n8n-nodes-base.httpRequest",
      "typeVersion": 2,
      "position": [
        1232,
        -64
      ],
      "id": "6c76fe9e-8881-4bd6-96fa-11f3687efe75"
    },
    {
      "parameters": {
        "modelId": "gpt-oss:120b",
        "messages": {
          "values": [
            {
              "content": "=Summarize this clearly for Discord:\\n\\n{{$json.text}}"
            }
          ]
        },
        "options": {}
      },
      "name": "Summarize",
      "type": "@n8n/n8n-nodes-langchain.ollama",
      "typeVersion": 1,
      "position": [
        928,
        -64
      ],
      "id": "6e013038-cb17-4335-9a94-70ceac3964b5",
      "credentials": {
        "ollamaApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "functionCode": "const results = items[0].json.organic || [];\n\nif (results.length === 0) {\n  return [{ json: { text: \"No results found.\" } }];\n}\n\nlet text = \"\ud83d\udd0e Top Results:\\n\\n\";\n\nfor (const r of results.slice(0,5)) {\n  text += `**${r.title}**\\n${r.snippet}\\n${r.link}\\n\\n`;\n}\n\nreturn [{ json: { text } }];"
      },
      "name": "Format Results",
      "type": "n8n-nodes-base.function",
      "typeVersion": 1,
      "position": [
        768,
        -64
      ],
      "id": "2863c020-4fea-46d1-a32f-0b7b7bffebc4"
    },
    {
      "parameters": {
        "requestMethod": "POST",
        "url": "https://google.serper.dev/search",
        "jsonParameters": true,
        "options": {},
        "bodyParametersJson": "={\n  \"q\": \"={{$json.body.query}}\"\n}",
        "headerParametersJson": "{\n  \"X-API-KEY\": \"YOUR SERPER API KEY\",\n  \"Content-Type\": \"application/json\"\n}"
      },
      "name": "Search Web",
      "type": "n8n-nodes-base.httpRequest",
      "typeVersion": 2,
      "position": [
        576,
        -64
      ],
      "id": "4080ef3d-7c9b-42d2-a8c7-c803e8fe09a0",
      "alwaysOutputData": false
    },
    {
      "parameters": {
        "httpMethod": "POST",
        "path": "discord-search",
        "responseMode": "lastNode",
        "options": {}
      },
      "name": "Webhook",
      "type": "n8n-nodes-base.webhook",
      "typeVersion": 1,
      "position": [
        352,
        -64
      ],
      "id": "f3d76e23-0859-4a62-a8d2-d4558eb65df6"
    }
  ],
  "connections": {
    "Summarize": {
      "main": [
        [
          {
            "node": "Send to Discord",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Format Results": {
      "main": [
        [
          {
            "node": "Summarize",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Search Web": {
      "main": [
        [
          {
            "node": "Format Results",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Webhook": {
      "main": [
        [
          {
            "node": "Search Web",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  },
  "active": false,
  "settings": {
    "executionOrder": "v1",
    "binaryMode": "separate",
    "availableInMCP": false
  },
  "versionId": "c7d59c17-c504-4487-9da8-1cc7bf383184",
  "id": "V1a3OSKPRSlMeum4",
  "tags": []
}

Credentials you'll need

Each integration node will prompt for credentials when you import. We strip credential IDs before publishing — you'll add your own.

• ollamaApi

About this workflow

AI Search n8n. Uses httpRequest, ollama. Webhook trigger; 5 nodes.

Source: https://github.com/JageTheProgrammer/discord-search-ai-bot/blob/2d689423da5e458cd2ce022a963b1813799d5ec7/workflows/n8n-search-workflow.json — original creator credit. Request a take-down →

More AI & RAG workflows → · Browse all categories →

Related workflows

Workflows that share integrations, category, or trigger type with this one. All free to copy and import.