AI Agent with Ollama for current weather and wiki

Ready-to-use n8n workflow template for ai. This automation connects various tools with 10 nodes. Import directly into your n8n instance and customize for your needs.

10 nodesmanual trigger5 views0 copiesAI

Workflow JSON

{"meta": {"instanceId": "558d88703fb65b2d0e44613bc35916258b0f0bf983c5d4730c00c424b77ca36a", "templateId": "2931", "templateCredsSetupCompleted": true}, "nodes": [{"id": "100f23d3-cbe9-458a-9ef1-7cc5fcba8f3c", "name": "Sticky Note4", "type": "n8n-nodes-base.stickyNote", "position": [640, 540], "parameters": {"width": 300, "height": 205, "content": "### The conversation history(last 20 messages) is stored in a buffer memory"}, "typeVersion": 1}, {"id": "b48f989f-deb9-479c-b163-03f098d00c9c", "name": "On new manual Chat Message", "type": "@n8n/n8n-nodes-langchain.manualChatTrigger", "position": [380, 240], "parameters": {}, "typeVersion": 1}, {"id": "add8e8df-6b2a-4cbd-84e7-3b006733ef7d", "name": "Wikipedia", "type": "@n8n/n8n-nodes-langchain.toolWikipedia", "position": [1180, 640], "parameters": {}, "typeVersion": 1}, {"id": "a97454a8-001d-4986-9cb5-83176229ea70", "name": "Sticky Note3", "type": "n8n-nodes-base.stickyNote", "position": [980, 540], "parameters": {"width": 300, "height": 205, "content": "### Tools which agent can use to accomplish the task"}, "typeVersion": 1}, {"id": "52b57e72-8cc9-4865-9a00-d03b2e7f1b92", "name": "Sticky Note6", "type": "n8n-nodes-base.stickyNote", "position": [600, 160], "parameters": {"width": 422, "height": 211, "content": "### Conversational agent will utilise available tools to answer the prompt. "}, "typeVersion": 1}, {"id": "8f0653ab-376b-40b9-b876-e608defdeb89", "name": "Window Buffer Memory", "type": "@n8n/n8n-nodes-langchain.memoryBufferWindow", "position": [740, 600], "parameters": {"contextWindowLength": 20}, "typeVersion": 1}, {"id": "13237945-e143-4f65-b034-785f5ebde5bb", "name": "AI Agent", "type": "@n8n/n8n-nodes-langchain.agent", "position": [680, 240], "parameters": {"text": "={{ $json.input }}", "options": {"systemMessage": "=You are a helpful assistant, with weather tool and wiki tool. find out the latitude and longitude information of a location then use the weather tool for current weather and weather forecast. For general info, use the wiki tool."}, "promptType": "define"}, "typeVersion": 1.6}, {"id": "ee06c0f4-b2de-4257-9735-3ec228f2b794", "name": "Weather HTTP Request", "type": "@n8n/n8n-nodes-langchain.toolHttpRequest", "position": [1020, 620], "parameters": {"url": "https://api.open-meteo.com/v1/forecast", "sendQuery": true, "parametersQuery": {"values": [{"name": "latitude"}, {"name": "longitude"}, {"name": "forecast_days", "value": "1", "valueProvider": "fieldValue"}, {"name": "hourly", "value": "temperature_2m", "valueProvider": "fieldValue"}]}, "toolDescription": "Fetch current temperature for given coordinates."}, "notesInFlow": true, "typeVersion": 1.1}, {"id": "3e5608c8-281d-47e0-af9d-77707530fd6b", "name": "Ollama Chat Model", "type": "@n8n/n8n-nodes-langchain.lmChatOllama", "position": [520, 620], "parameters": {"model": "llama3.2:latest", "options": {}}, "credentials": {"ollamaApi": {"id": "", "name": "[Your ollamaApi]"}}, "typeVersion": 1}, {"id": "b3d794f4-37b5-46c8-9d7d-ad1087006ce5", "name": "Sticky Note", "type": "n8n-nodes-base.stickyNote", "position": [1040, 140], "parameters": {"color": 4, "height": 240, "content": "### In System Message, add the following.\n\n\"You are a helpful assistant, with weather tool and wiki tool. find out the latitude and longitude information of a location then use the weather tool for current weather and weather forecast. For general info, use the wiki tool.\""}, "typeVersion": 1}], "pinData": {}, "connections": {"Wikipedia": {"ai_tool": [[{"node": "AI Agent", "type": "ai_tool", "index": 0}]]}, "Ollama Chat Model": {"ai_languageModel": [[{"node": "AI Agent", "type": "ai_languageModel", "index": 0}]]}, "Weather HTTP Request": {"ai_tool": [[{"node": "AI Agent", "type": "ai_tool", "index": 0}]]}, "Window Buffer Memory": {"ai_memory": [[{"node": "AI Agent", "type": "ai_memory", "index": 0}]]}, "On new manual Chat Message": {"main": [[{"node": "AI Agent", "type": "main", "index": 0}]]}}}

How to Import This Workflow

  1. 1Copy the workflow JSON above using the Copy Workflow JSON button.
  2. 2Open your n8n instance and go to Workflows.
  3. 3Click Import from JSON and paste the copied workflow.

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