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Telegram Intelligence Agent — AI Enrichment and Alerts

Telegram Intelligence Agent — AI Enrichment and Alerts. Uses dataTable, httpRequest, telegram. Scheduled trigger; 13 nodes.

Cron / scheduled trigger★★★★☆ complexity13 nodesData TableHTTP RequestTelegram
AI & RAG Trigger: Cron / scheduled Nodes: 13 Complexity: ★★★★☆ Added:

This workflow follows the Datatable → HTTP Request recipe pattern — see all workflows that pair these two integrations.

The workflow JSON

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{
  "name": "Telegram Intelligence Agent \u2014 AI Enrichment and Alerts",
  "nodes": [
    {
      "parameters": {
        "rule": {
          "interval": [
            {
              "field": "minutes",
              "minutesInterval": 10
            }
          ]
        }
      },
      "type": "n8n-nodes-base.scheduleTrigger",
      "typeVersion": 1.2,
      "position": [
        -1000,
        0
      ],
      "id": "00000000-0000-4000-8000-000000002001",
      "name": "Every 10 Minutes"
    },
    {
      "parameters": {
        "assignments": {
          "assignments": [
            {
              "id": "00000000-0000-4000-8000-000000002002",
              "name": "openrouter_model",
              "value": "={{ $vars.OPENROUTER_MODEL || \"openai/gpt-4.1-mini\" }}",
              "type": "string"
            }
          ]
        },
        "includeOtherFields": true,
        "options": {}
      },
      "type": "n8n-nodes-base.set",
      "typeVersion": 3.4,
      "position": [
        -800,
        0
      ],
      "id": "00000000-0000-4000-8000-000000002003",
      "name": "Runtime Config"
    },
    {
      "parameters": {
        "resource": "row",
        "operation": "get",
        "dataTableId": {
          "__rl": true,
          "value": "messages",
          "mode": "name"
        },
        "matchType": "allConditions",
        "returnAll": false,
        "limit": 100,
        "orderBy": true,
        "orderByColumn": "published_at",
        "orderByDirection": "DESC"
      },
      "type": "n8n-nodes-base.dataTable",
      "typeVersion": 1.1,
      "position": [
        -600,
        0
      ],
      "id": "00000000-0000-4000-8000-000000002004",
      "name": "Get Candidate Messages"
    },
    {
      "parameters": {
        "jsCode": "const items=$input.all().map(i=>i.json).filter(x=>x.message_id&&(!x.summary||!x.topic)).slice(0,20); if(!items.length)return []; const compact=items.map(x=>({channel_username:x.channel_username,message_id:x.message_id,text:(x.text||'[\u067e\u06cc\u0627\u0645 \u0628\u062f\u0648\u0646 \u0645\u062a\u0646]').slice(0,1800),published_at:x.published_at,views:Number(x.views||0)})); return [{json:{source:items,request:{model:$('Runtime Config').first().json.openrouter_model,temperature:0.1,reasoning:{effort:'none'},response_format:{type:'json_object'},messages:[{role:'system',content:'\u0628\u0631\u0627\u06cc \u0647\u0631 item \u0641\u0642\u0637 JSON \u0628\u062f\u0647: {items:[{channel_username,message_id,topic,summary_fa,content_importance}]}. topic \u06a9\u0648\u062a\u0627\u0647 \u0648 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f\u060c summary_fa \u062d\u062f\u0627\u06a9\u062b\u0631 \u06f2 \u062c\u0645\u0644\u0647 \u0641\u0627\u0631\u0633\u06cc\u060c content_importance \u0639\u062f\u062f \u06f0..\u06f1\u06f0\u06f0. \u0647\u06cc\u0686 item \u0631\u0627 \u062d\u0630\u0641 \u0646\u06a9\u0646.'},{role:'user',content:JSON.stringify(compact)}]}}}];"
      },
      "type": "n8n-nodes-base.code",
      "typeVersion": 2,
      "position": [
        -380,
        0
      ],
      "id": "00000000-0000-4000-8000-000000002005",
      "name": "Prepare AI Batch"
    },
    {
      "parameters": {
        "method": "POST",
        "url": "https://openrouter.ai/api/v1/chat/completions",
        "authentication": "genericCredentialType",
        "genericAuthType": "httpHeaderAuth",
        "sendHeaders": true,
        "specifyHeaders": "keypair",
        "headerParameters": {
          "parameters": [
            {
              "name": "Accept-Encoding",
              "value": "identity"
            }
          ]
        },
        "sendBody": true,
        "contentType": "json",
        "specifyBody": "json",
        "jsonBody": "={{ $json.request }}",
        "options": {
          "timeout": 45000,
          "response": {
            "response": {
              "neverError": true,
              "responseFormat": "json"
            }
          }
        }
      },
      "type": "n8n-nodes-base.httpRequest",
      "typeVersion": 4.5,
      "position": [
        -140,
        0
      ],
      "id": "00000000-0000-4000-8000-000000002006",
      "name": "OpenRouter Batch",
      "retryOnFail": true,
      "maxTries": 2,
      "waitBetweenTries": 1500,
      "onError": "continueRegularOutput"
    },
    {
      "parameters": {
        "jsCode": "const prep=$('Prepare AI Batch').first().json; const message=$json.choices?.[0]?.message||{}; let raw=message.content||message.reasoning; if(typeof raw!=='string'||!raw.trim())return []; raw=raw.trim().replace(/^```(?:json)?\\s*/i,'').replace(/\\s*```$/,''); let parsed; try{parsed=JSON.parse(raw);}catch{const start=raw.indexOf('{');const end=raw.lastIndexOf('}');if(start<0||end<=start)return [];try{parsed=JSON.parse(raw.slice(start,end+1));}catch{return [];}} const map=new Map((parsed.items||[]).map(x=>[String(x.channel_username).replace(/^@/,'').toLowerCase()+':'+Number(x.message_id),x])); const now=Date.now(); const out=[]; for(const src of prep.source){const key=String(src.channel_username).replace(/^@/,'').toLowerCase()+':'+Number(src.message_id);const ai=map.get(key);if(!ai||typeof ai.summary_fa!=='string'||typeof ai.topic!=='string')continue;const age=Math.max(0,(now-new Date(src.published_at).getTime())/3600000);const freshness=Math.max(0,1-age/72);const view=Math.min(1,Math.log10(Number(src.views||0)+1)/6);const content=Math.min(100,Math.max(0,Number(ai.content_importance||0)))/100;out.push({json:{channel_username:src.channel_username,message_id:Number(src.message_id),message_url:src.message_url,text:src.text,published_at:src.published_at,views:Number(src.views||0),collected_at:src.collected_at,topic:ai.topic.trim().slice(0,60),summary:ai.summary_fa.trim().slice(0,500),importance_score:Math.round(100*(.35*freshness+.25*view+.40*content))}});}return out;"
      },
      "type": "n8n-nodes-base.code",
      "typeVersion": 2,
      "position": [
        100,
        0
      ],
      "id": "00000000-0000-4000-8000-000000002007",
      "name": "Parse AI Result"
    },
    {
      "parameters": {
        "resource": "row",
        "operation": "update",
        "dataTableId": {
          "__rl": true,
          "value": "messages",
          "mode": "name"
        },
        "matchType": "allConditions",
        "filters": {
          "conditions": [
            {
              "keyName": "channel_username",
              "condition": "eq",
              "keyValue": "={{ $json.channel_username }}"
            },
            {
              "keyName": "message_id",
              "condition": "eq",
              "keyValue": "={{ $json.message_id }}"
            }
          ]
        },
        "columns": {
          "mappingMode": "defineBelow",
          "value": {
            "topic": "={{ $json.topic }}",
            "summary": "={{ $json.summary }}",
            "importance_score": "={{ $json.importance_score }}"
          },
          "matchingColumns": [],
          "schema": [],
          "attemptToConvertTypes": false,
          "convertFieldsToString": false
        },
        "options": {}
      },
      "type": "n8n-nodes-base.dataTable",
      "typeVersion": 1.1,
      "position": [
        340,
        0
      ],
      "id": "00000000-0000-4000-8000-000000002008",
      "name": "Update Enriched Messages",
      "onError": "continueRegularOutput"
    },
    {
      "parameters": {
        "resource": "row",
        "operation": "get",
        "dataTableId": {
          "__rl": true,
          "value": "alerts",
          "mode": "name"
        },
        "matchType": "allConditions",
        "filters": {
          "conditions": [
            {
              "keyName": "status",
              "condition": "eq",
              "keyValue": "active"
            }
          ]
        },
        "returnAll": true
      },
      "type": "n8n-nodes-base.dataTable",
      "typeVersion": 1.1,
      "position": [
        580,
        0
      ],
      "id": "00000000-0000-4000-8000-000000002009",
      "name": "Get Active Alerts",
      "executeOnce": true,
      "alwaysOutputData": true
    },
    {
      "parameters": {
        "jsCode": "const alerts=$input.all().map(i=>i.json).filter(x=>x.alert_id);const msgs=$items('Get Candidate Messages').map(i=>i.json);const out=[];for(const a of alerts)for(const m of msgs){if(a.channel_username&&a.channel_username!=='*'&&a.channel_username!==m.channel_username)continue;if(!String(m.text||'').toLocaleLowerCase('fa').includes(String(a.keyword||'').toLocaleLowerCase('fa')))continue;out.push({json:{delivery_key:a.alert_id+':'+m.channel_username+':'+m.message_id,alert_id:a.alert_id,chat_id:String(a.chat_id),channel_username:m.channel_username,message_id:m.message_id,keyword:a.keyword,message_url:m.message_url,summary:m.summary||String(m.text||'').slice(0,240),status:'pending',created_at:new Date().toISOString()}});}return out;"
      },
      "type": "n8n-nodes-base.code",
      "typeVersion": 2,
      "position": [
        820,
        0
      ],
      "id": "00000000-0000-4000-8000-000000002010",
      "name": "Match Alerts"
    },
    {
      "parameters": {
        "resource": "row",
        "operation": "rowNotExists",
        "dataTableId": {
          "__rl": true,
          "value": "alert_deliveries",
          "mode": "name"
        },
        "matchType": "allConditions",
        "filters": {
          "conditions": [
            {
              "keyName": "delivery_key",
              "condition": "eq",
              "keyValue": "={{ $json.delivery_key }}"
            }
          ]
        }
      },
      "type": "n8n-nodes-base.dataTable",
      "typeVersion": 1.1,
      "position": [
        1060,
        0
      ],
      "id": "00000000-0000-4000-8000-000000002011",
      "name": "Delivery New?"
    },
    {
      "parameters": {
        "resource": "row",
        "operation": "insert",
        "dataTableId": {
          "__rl": true,
          "value": "alert_deliveries",
          "mode": "name"
        },
        "matchType": "allConditions",
        "columns": {
          "mappingMode": "autoMapInputData",
          "value": {},
          "matchingColumns": [],
          "schema": [],
          "attemptToConvertTypes": false,
          "convertFieldsToString": false
        },
        "options": {}
      },
      "type": "n8n-nodes-base.dataTable",
      "typeVersion": 1.1,
      "position": [
        1300,
        0
      ],
      "id": "00000000-0000-4000-8000-000000002012",
      "name": "Record Alert Delivery",
      "onError": "continueRegularOutput"
    },
    {
      "parameters": {
        "mode": "runOnceForEachItem",
        "jsCode": "return {json:{chat_id:String($json.chat_id),reply:'Keyword alert: '+$json.keyword+' in @'+$json.channel_username+'\\n'+($json.summary||'New matching post')+'\\n'+$json.message_url}};"
      },
      "type": "n8n-nodes-base.code",
      "typeVersion": 2,
      "position": [
        1540,
        0
      ],
      "id": "00000000-0000-4000-8000-000000002013",
      "name": "Format Alert"
    },
    {
      "parameters": {
        "resource": "message",
        "operation": "sendMessage",
        "chatId": "={{ $json.chat_id }}",
        "text": "={{ String($json.reply || \"Internal error\").slice(0, 4000) }}",
        "additionalFields": {
          "appendAttribution": false
        }
      },
      "type": "n8n-nodes-base.telegram",
      "typeVersion": 1.2,
      "position": [
        1780,
        0
      ],
      "id": "00000000-0000-4000-8000-000000002014",
      "name": "Send Alert",
      "onError": "continueRegularOutput"
    }
  ],
  "connections": {
    "Every 10 Minutes": {
      "main": [
        [
          {
            "node": "Runtime Config",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Runtime Config": {
      "main": [
        [
          {
            "node": "Get Candidate Messages",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Get Candidate Messages": {
      "main": [
        [
          {
            "node": "Prepare AI Batch",
            "type": "main",
            "index": 0
          },
          {
            "node": "Get Active Alerts",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Prepare AI Batch": {
      "main": [
        [
          {
            "node": "OpenRouter Batch",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "OpenRouter Batch": {
      "main": [
        [
          {
            "node": "Parse AI Result",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Parse AI Result": {
      "main": [
        [
          {
            "node": "Update Enriched Messages",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Get Active Alerts": {
      "main": [
        [
          {
            "node": "Match Alerts",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Match Alerts": {
      "main": [
        [
          {
            "node": "Delivery New?",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Delivery New?": {
      "main": [
        [
          {
            "node": "Record Alert Delivery",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Record Alert Delivery": {
      "main": [
        [
          {
            "node": "Format Alert",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Format Alert": {
      "main": [
        [
          {
            "node": "Send Alert",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  },
  "active": false,
  "settings": {
    "executionOrder": "v1",
    "timezone": "Asia/Tehran",
    "saveDataErrorExecution": "all",
    "saveDataSuccessExecution": "none"
  },
  "versionId": "00000000-0000-4000-8000-000000002015",
  "meta": {
    "templateCredsSetupCompleted": false
  },
  "tags": []
}
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About this workflow

Telegram Intelligence Agent — AI Enrichment and Alerts. Uses dataTable, httpRequest, telegram. Scheduled trigger; 13 nodes.

Source: https://github.com/amir-9473/telegram-intelligence-agent/blob/main/n8n/workflows/03_enrichment_alerts.json — original creator credit. Request a take-down →

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