This workflow follows the Agent → OpenRouter Chat recipe pattern — see all workflows that pair these two integrations.
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": "tg_main_rag",
"nodes": [
{
"parameters": {
"promptType": "define",
"text": "={{ $json.text || $json.txt }}\n",
"options": {
"systemMessage": "=\u0422\u044b \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0448\u044c \u0432\u043d\u0443\u0442\u0440\u0438 n8n \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0438. \u041e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0439 \u0432\u0445\u043e\u0434 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f \u0438\u0437 \u043f\u043e\u043b\u044f Prompt (User Message).\n\n\u041f\u0420\u0410\u0412\u0418\u041b\u041e: \u043a\u0430\u0436\u0434\u044b\u0439 tool \u043c\u043e\u0436\u043d\u043e \u0432\u044b\u0437\u0432\u0430\u0442\u044c \u041d\u0415 \u0411\u041e\u041b\u0415\u0415 1 \u0440\u0430\u0437\u0430 \u0437\u0430 \u043e\u0434\u0438\u043d \u0437\u0430\u043f\u0443\u0441\u043a. \u041c\u043e\u0436\u043d\u043e \u0432\u044b\u0437\u044b\u0432\u0430\u0442\u044c \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0440\u0430\u0437\u043d\u044b\u0445 tools, \u0435\u0441\u043b\u0438 \u043d\u0443\u0436\u043d\u043e.\n\n-----------------------\n\u0411\u042b\u0421\u0422\u0420\u0410\u042f \u0414\u0418\u0410\u0413\u041d\u041e\u0421\u0422\u0418\u041a\u0410 \u0412\u0425\u041e\u0414\u0410\n-----------------------\n\u0415\u0441\u043b\u0438 \u0432\u043e \u0432\u0445\u043e\u0434\u0435 \u0435\u0441\u0442\u044c \u0431\u043b\u043e\u043a [TXT_FILE] \u0438\u043b\u0438 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c \u043f\u0440\u043e\u0441\u0438\u0442 \u201c\u0441\u043e\u0445\u0440\u0430\u043d\u0438/\u0437\u0430\u043f\u043e\u043c\u043d\u0438/\u0434\u043e\u0431\u0430\u0432\u044c \u0432 \u0431\u0430\u0437\u0443/\u0432 \u043f\u0430\u043c\u044f\u0442\u044c\u201d:\n- \u0432\u044b\u0437\u043e\u0432\u0438 tool Save_RAG (\u0438 \u0431\u043e\u043b\u044c\u0448\u0435 \u043d\u0438\u0447\u0435\u0433\u043e).\n- \u043e\u0442\u0432\u0435\u0442 \u043a\u043e\u0440\u043e\u0442\u043a\u0438\u0439: \u201c\u0421\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u043e.\u201d\n\n-----------------------\n\u041f\u0420\u0418\u041e\u0420\u0418\u0422\u0415\u0422\u042b (\u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0439 \u043f\u043e \u043f\u043e\u0440\u044f\u0434\u043a\u0443)\n-----------------------\n\n1) \u0413\u041e\u041b\u041e\u0421\n\u0415\u0441\u043b\u0438 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c \u043f\u0440\u043e\u0441\u0438\u0442 \u201c\u043e\u0442\u0432\u0435\u0442\u044c \u0433\u043e\u043b\u043e\u0441\u043e\u043c/\u0433\u043e\u043b\u043e\u0441\u043e\u0432\u043e\u0435/voice\u201d:\n- \u0432\u044b\u0437\u043e\u0432\u0438 \u0422\u041e\u041b\u042c\u041a\u041e tool Voice\n input = \u0442\u0435\u043a\u0441\u0442 \u043e\u0442\u0432\u0435\u0442\u0430\n chat_id = {{ $('Telegram Trigger').item.json.message.chat.id }}\n- \u043d\u0438\u043a\u0430\u043a\u0438\u0445 \u0434\u0440\u0443\u0433\u0438\u0445 tools.\n\n2) \u041f\u041e\u0421\u0422 \u0412 \u041a\u0410\u041d\u0410\u041b\n\u0415\u0441\u043b\u0438 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c \u043f\u0440\u043e\u0441\u0438\u0442 \u201c\u0437\u0430\u043f\u043e\u0441\u0442\u0438\u0442\u044c/\u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u0442\u044c/\u043e\u0442\u043f\u0440\u0430\u0432\u0438\u0442\u044c \u0432 \u0442\u0435\u043b\u0435\u0433\u0440\u0430\u043c \u043a\u0430\u043d\u0430\u043b/\u0441\u0434\u0435\u043b\u0430\u0439 \u043f\u043e\u0441\u0442\u201d:\n- \u0415\u0441\u043b\u0438 \u043f\u0440\u043e\u0441\u044f\u0442 \u043f\u043e\u0441\u0442 \u0421 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0435\u043c (\u0438\u043b\u0438 \u201c\u043f\u043e\u0441\u0442 \u0441 \u043a\u0430\u0440\u0442\u0438\u043d\u043a\u043e\u0439/\u0441\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u0439 \u0438 \u0437\u0430\u043f\u043e\u0441\u0442\u0438\u201d):\n a) \u0432\u044b\u0437\u043e\u0432\u0438 Replicate (\u0441\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u0439 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0435)\n b) \u0437\u0430\u0442\u0435\u043c \u0432\u044b\u0437\u043e\u0432\u0438 TGnew_img \u0438 \u043f\u0435\u0440\u0435\u0434\u0430\u0439 image \u0438\u0437 Replicate + caption\n c) \u0432 \u043f\u043e\u0441\u0442\u0435 \u041d\u0418\u041a\u041e\u0413\u0414\u0410 \u043d\u0435 \u0434\u043e\u0431\u0430\u0432\u043b\u044f\u0439 \u0441\u0441\u044b\u043b\u043a\u0438 \u043d\u0430 \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u0438 \u0438 URL\n- \u0418\u043d\u0430\u0447\u0435 (\u043f\u043e\u0441\u0442 \u0431\u0435\u0437 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f):\n \u0432\u044b\u0437\u043e\u0432\u0438 TGnews\n (\u043d\u0438\u043a\u043e\u0433\u0434\u0430 \u043d\u0435 \u0434\u043e\u0431\u0430\u0432\u043b\u044f\u0439 \u0441\u0441\u044b\u043b\u043a\u0438 \u043d\u0430 \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u0438 \u0438 URL)\n\n3) \u0413\u0415\u041d\u0415\u0420\u0410\u0426\u0418\u042f \u0418\u0417\u041e\u0411\u0420\u0410\u0416\u0415\u041d\u0418\u042f (\u041d\u0415 \u043f\u043e\u0441\u0442)\n\u0415\u0441\u043b\u0438 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c \u043f\u0440\u043e\u0441\u0438\u0442 \u201c\u0441\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u0439 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0435/\u043a\u0430\u0440\u0442\u0438\u043d\u043a\u0443\u201d:\n- \u0432\u044b\u0437\u043e\u0432\u0438 Replicate \u0438 \u0432\u0435\u0440\u043d\u0438 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044e \u0447\u0435\u0440\u0435\u0437 TG (\u0438\u043b\u0438 \u043e\u0431\u044b\u0447\u043d\u044b\u043c \u043e\u0442\u0432\u0435\u0442\u043e\u043c, \u0435\u0441\u043b\u0438 TG \u043d\u0435 \u043e\u0431\u044f\u0437\u0430\u0442\u0435\u043b\u0435\u043d \u043f\u043e \u0442\u0432\u043e\u0435\u0439 \u0441\u0445\u0435\u043c\u0435).\n\n4) \u041d\u041e\u0412\u041e\u0421\u0422\u0418 (\u043f\u043e\u0438\u0441\u043a)\n\u0415\u0441\u043b\u0438 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c \u043f\u0440\u043e\u0441\u0438\u0442 \u201c\u043d\u0430\u0439\u0434\u0438 \u043d\u043e\u0432\u043e\u0441\u0442\u0438/\u0447\u0442\u043e \u043d\u043e\u0432\u043e\u0433\u043e/\u0441\u0432\u0435\u0436\u0438\u0435 \u043d\u043e\u0432\u043e\u0441\u0442\u0438 \u043f\u0440\u043e X\u201d:\n- \u0432\u044b\u0437\u043e\u0432\u0438 RSS, \u043f\u0435\u0440\u0435\u0434\u0430\u0439 \u0422\u041e\u041b\u042c\u041a\u041e \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440 query (\u0441\u0442\u0440\u043e\u043a\u043e\u0439 \u0437\u0430\u043f\u0440\u043e\u0441\u0430).\n- \u0417\u0430\u0442\u0435\u043c \u0434\u0430\u0439 \u043a\u0440\u0430\u0442\u043a\u0443\u044e \u0432\u044b\u0436\u0438\u043c\u043a\u0443 5\u201310 \u043f\u0443\u043d\u043a\u0442\u043e\u0432 (\u0431\u0435\u0437 URL).\n- \u0415\u0441\u043b\u0438 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c \u043f\u0440\u043e\u0441\u0438\u0442 \u0441\u0440\u0430\u0437\u0443 \u201c\u0437\u0430\u043f\u043e\u0441\u0442\u0438\u0442\u044c \u043d\u043e\u0432\u043e\u0441\u0442\u0438\u201d \u2014 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439 TGnews \u0438 \u041d\u0418\u041a\u041e\u0413\u0414\u0410 \u043d\u0435 \u0434\u043e\u0431\u0430\u0432\u043b\u044f\u0439 \u0441\u0441\u044b\u043b\u043a\u0438/URL.\n\n5) \u201c\u041a\u0422\u041e \u042f / \u0420\u0410\u0421\u0421\u041a\u0410\u0416\u0418 \u041e\u0411\u041e \u041c\u041d\u0415\u201d\n\u0415\u0441\u043b\u0438 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c \u0441\u043f\u0440\u0430\u0448\u0438\u0432\u0430\u0435\u0442 \u201c\u041a\u0442\u043e \u044f?/\u0420\u0430\u0441\u0441\u043a\u0430\u0436\u0438 \u043e\u0431\u043e \u043c\u043d\u0435/\u0447\u0442\u043e \u0442\u044b \u043f\u043e\u043c\u043d\u0438\u0448\u044c\u201d:\n- \u0432\u044b\u0437\u043e\u0432\u0438 RAG_answ\n- \u0438\u0449\u0438 \u043f\u043e {{ $('Telegram Trigger').item.json.message.chat.id }} \u0432 \u043f\u0430\u043c\u044f\u0442\u0438 chat_history\n- \u0435\u0441\u043b\u0438 \u043d\u0438\u0447\u0435\u0433\u043e \u043d\u0435\u0442 \u2014 \u0442\u0430\u043a \u0438 \u0441\u043a\u0430\u0436\u0438.\n\n6) PGVECTOR / \u0411\u0410\u0417\u0410 \u0417\u041d\u0410\u041d\u0418\u0419 (RAG)\n\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439 RAG_answ \u0422\u041e\u041b\u042c\u041a\u041e \u043a\u043e\u0433\u0434\u0430:\n- \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c \u044f\u0432\u043d\u043e \u043f\u0440\u043e\u0441\u0438\u0442 \u201c\u043d\u0430\u0439\u0442\u0438 \u0432 \u0431\u0430\u0437\u0435/PGVector/RAG/\u043f\u043e \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u043c\u201d, \u0418\u041b\u0418\n- \u0432\u043e\u043f\u0440\u043e\u0441 \u0432\u044b\u0433\u043b\u044f\u0434\u0438\u0442 \u043a\u0430\u043a \u0442\u0440\u0435\u0431\u0443\u044e\u0449\u0438\u0439 \u0432\u043d\u0443\u0442\u0440\u0435\u043d\u043d\u0435\u0439 \u0431\u0430\u0437\u044b \u0438 \u0442\u044b \u043d\u0435 \u043c\u043e\u0436\u0435\u0448\u044c \u0443\u0432\u0435\u0440\u0435\u043d\u043d\u043e \u043e\u0442\u0432\u0435\u0442\u0438\u0442\u044c \u0438\u0437 \u0442\u0435\u043a\u0443\u0449\u0435\u0433\u043e \u0434\u0438\u0430\u043b\u043e\u0433\u0430.\n\n\u0415\u0441\u043b\u0438 RAG_answ \u0434\u0430\u043b \u0440\u0435\u043b\u0435\u0432\u0430\u043d\u0442\u043d\u044b\u0439 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442:\n- \u0441\u0444\u043e\u0440\u043c\u0438\u0440\u0443\u0439 \u043e\u0442\u0432\u0435\u0442 \u0438 \u043e\u0442\u043f\u0440\u0430\u0432\u044c \u0447\u0435\u0440\u0435\u0437 TG.\n\u0415\u0441\u043b\u0438 \u043d\u0435\u0442:\n- \u0441\u043a\u0430\u0436\u0438, \u0447\u0442\u043e \u0432 \u0431\u0430\u0437\u0435 \u043d\u0435 \u043d\u0430\u0439\u0434\u0435\u043d\u043e, \u0438 \u043f\u043e\u043f\u0440\u043e\u0441\u0438 \u0443\u0442\u043e\u0447\u043d\u0438\u0442\u044c.\n\n-----------------------\n\u0414\u0415\u0424\u041e\u041b\u0422\n-----------------------\n\u0415\u0441\u043b\u0438 \u0432\u043e\u043f\u0440\u043e\u0441 \u041d\u0415 \u043e\u0442\u043d\u043e\u0441\u0438\u0442\u0441\u044f \u043a \u0431\u0430\u0437\u0435 \u0437\u043d\u0430\u043d\u0438\u0439 \u0438 \u041d\u0415 \u0442\u0440\u0435\u0431\u0443\u0435\u0442 RSS/Replicate/Voice/Save:\n- \u0432\u044b\u0437\u044b\u0432\u0430\u0439 tool TG \u0438 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0439 \u043e\u0442\u0432\u0435\u0442.\n\n-----------------------\n\u041e\u0413\u0420\u0410\u041d\u0418\u0427\u0415\u041d\u0418\u042f\n-----------------------\n- \u041a\u0430\u0436\u0434\u044b\u0439 tool \u0432\u044b\u0437\u044b\u0432\u0430\u0439 \u043d\u0435 \u0431\u043e\u043b\u0435\u0435 1 \u0440\u0430\u0437\u0430.\n- TGnews/TGnew_img (\u043d\u043e\u0432\u043e\u0441\u0442\u0438): \u043d\u0438\u043a\u043e\u0433\u0434\u0430 \u043d\u0435 \u0432\u0441\u0442\u0430\u0432\u043b\u044f\u0439 \u0441\u0441\u044b\u043b\u043a\u0438 \u043d\u0430 \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u0438 \u0438 URL.\n- \u041f\u0435\u0440\u0435\u0434 \u0442\u0435\u043c \u043a\u0430\u043a \u0437\u0432\u0430\u0442\u044c RAG_answ, \u043f\u043e\u043f\u0440\u043e\u0431\u0443\u0439 \u043e\u0442\u0432\u0435\u0442\u0438\u0442\u044c \u0438\u0437 \u0442\u0435\u043a\u0443\u0449\u0435\u0433\u043e \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0430 \u0447\u0430\u0442\u0430 (chat history).\n\n\n"
}
},
"type": "@n8n/n8n-nodes-langchain.agent",
"typeVersion": 3.1,
"position": [
-1072,
-512
],
"id": "b369dd11-9a0b-4e27-bd7d-66e057c7559c",
"name": "AI Agent",
"executeOnce": true,
"retryOnFail": true
},
{
"parameters": {
"model": "z-ai/glm-5",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.lmChatOpenRouter",
"typeVersion": 1,
"position": [
-1312,
-400
],
"id": "5dd5aac1-ff82-4f3f-b49e-4407b4890e5e",
"name": "OpenRouter Chat Model",
"executeOnce": true,
"credentials": {
"openRouterApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"resource": "file",
"fileId": "={{ $json.message.voice.file_id }}",
"additionalFields": {}
},
"type": "n8n-nodes-base.telegram",
"typeVersion": 1.2,
"position": [
-2272,
-608
],
"id": "f099583d-2eca-40df-abc1-a12805fa3ef5",
"name": "Get a file",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"resource": "audio",
"operation": "transcribe",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.openAi",
"typeVersion": 2.1,
"position": [
-2048,
-608
],
"id": "83878576-0d91-46f4-856c-be3340ce62a8",
"name": "Transcribe a recording",
"credentials": {
"openAiApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "d9eb98d8-6e19-4056-98b8-b7f3486ec19f",
"name": "zapros",
"value": "={{ $json.message.text }}",
"type": "string"
}
]
},
"options": {}
},
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
-2048,
-416
],
"id": "594efa13-a465-4f1a-906b-43fb8162a3dc",
"name": "Edit Fields1"
},
{
"parameters": {},
"type": "n8n-nodes-base.merge",
"typeVersion": 3.2,
"position": [
-1824,
-512
],
"id": "c7f84992-4a34-4e9d-9643-7c03c2e76539",
"name": "Merge"
},
{
"parameters": {
"chatId": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"text": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Text', ``, 'string') }}",
"additionalFields": {
"appendAttribution": false
}
},
"type": "n8n-nodes-base.telegramTool",
"typeVersion": 1.2,
"position": [
-1344,
272
],
"id": "7cba12ce-d977-4aa7-b23a-c64c1468c4c5",
"name": "TG",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"chatId": "@TEST_123412",
"text": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Text', ``, 'string') }}",
"additionalFields": {
"appendAttribution": false
}
},
"type": "n8n-nodes-base.telegramTool",
"typeVersion": 1.2,
"position": [
-1248,
272
],
"id": "ab3e4102-870a-44f0-a654-6c35010fb346",
"name": "TGnews",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "8d92119b-1e40-4cec-a28c-29292037bc9d",
"name": "text",
"value": "={{ $json.zapros }}{{ $json.text }}",
"type": "string"
},
{
"id": "8cb1c8ab-b324-4f20-91fa-5acfcc618156",
"name": "",
"value": "",
"type": "string"
}
]
},
"options": {}
},
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
-1600,
-512
],
"id": "b0be6585-e9f1-4605-9613-21febe5a3e25",
"name": "Edit Fields"
},
{
"parameters": {
"toolDescription": "Input: url (\u0441\u0442\u0440\u043e\u043a\u0430, RSS feed URL)\n\nOutput: \u0441\u043f\u0438\u0441\u043e\u043a \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u043e\u0432 {title, link, pubDate, content}\n\n\u0418\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u041d\u0415 \u0434\u0435\u043b\u0430\u0435\u0442 \u0432\u0435\u0431-\u043f\u043e\u0438\u0441\u043a, \u043e\u043d \u0447\u0438\u0442\u0430\u0435\u0442 RSS \u043f\u043e URL.\n\n\u0414\u043b\u044f \u043f\u043e\u0438\u0441\u043a\u0430 \u043d\u043e\u0432\u043e\u0441\u0442\u0435\u0439 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439 Google News RSS Search URL",
"url": "={{ 'https://news.google.com/rss/search?q=' + encodeURIComponent($json.query) + '&hl=ru&gl=RU&ceid=RU:ru' }}\n",
"options": {}
},
"type": "n8n-nodes-base.rssFeedReadTool",
"typeVersion": 1.2,
"position": [
-368,
-80
],
"id": "b32498a3-ca9d-4fea-92bf-ab15ba7481f6",
"name": "RSS Read"
},
{
"parameters": {
"description": "\u0413\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u0435\u0442 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0435 \u0447\u0435\u0440\u0435\u0437 Replicate. \u0412\u0445\u043e\u0434: prompt (string), width (int), height (int), steps (int), num_outputs (int). \u0412\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442 image_urls (array of strings).",
"workflowId": {
"__rl": true,
"value": "AJGNzae3jyLAi0neqHLKJ",
"mode": "list",
"cachedResultUrl": "/workflow/AJGNzae3jyLAi0neqHLKJ",
"cachedResultName": "replicate_img"
},
"workflowInputs": {
"mappingMode": "defineBelow",
"value": {},
"matchingColumns": [],
"schema": [],
"attemptToConvertTypes": false,
"convertFieldsToString": false
}
},
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"typeVersion": 2.2,
"position": [
-2112,
176
],
"id": "0e5b1eda-7e0c-44bc-95eb-cf74ca9f3309",
"name": "Replicate"
},
{
"parameters": {
"operation": "sendPhoto",
"chatId": "@TEST_123412",
"file": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Photo', ``, 'string') }}",
"additionalFields": {
"caption": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Caption', ``, 'string') }}"
}
},
"type": "n8n-nodes-base.telegramTool",
"typeVersion": 1.2,
"position": [
-1152,
272
],
"id": "1d78279b-c7e1-42e6-bee2-518037e373ad",
"name": "TGnew_img",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"updates": [
"message"
],
"additionalFields": {}
},
"type": "n8n-nodes-base.telegramTrigger",
"typeVersion": 1.2,
"position": [
-3040,
-496
],
"id": "da0563e2-47f2-46ac-be76-a2000829369e",
"name": "Telegram Trigger",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"description": "=TTS tool, \u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u0443\u0435\u0442 \u0442\u0435\u043a\u0441\u0442 \u0432 \u0433\u043e\u043b\u043e\u0441. \u041f\u043e\u043b\u0443\u0447\u0430\u0435\u0442 input \u0438 chat_id \u0441\u0442\u0440\u043e\u0433\u043e = {{ $('Telegram Trigger').item.json.message.chat.id }}",
"workflowId": {
"__rl": true,
"value": "TAALyodlpugFaqBf",
"mode": "list",
"cachedResultUrl": "/workflow/TAALyodlpugFaqBf",
"cachedResultName": "tg_SendVoice_new"
},
"workflowInputs": {
"mappingMode": "defineBelow",
"value": {
"chat_id": "={{ $('Telegram Trigger').item.json.message.from.id }}"
},
"matchingColumns": [],
"schema": [
{
"id": "query",
"displayName": "query",
"required": false,
"defaultMatch": false,
"display": true,
"canBeUsedToMatch": true,
"type": "string",
"removed": false
},
{
"id": "chat_id",
"displayName": "chat_id",
"required": false,
"defaultMatch": false,
"display": true,
"canBeUsedToMatch": true,
"type": "string",
"removed": false
}
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
}
},
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"typeVersion": 2.2,
"position": [
-2016,
176
],
"id": "35414432-6e58-405e-83f2-df0d587081db",
"name": "Voice"
},
{
"parameters": {
"content": "## Telegram Tools\n\n- **TG** \u2014 \u043e\u0442\u043f\u0440\u0430\u0432\u043a\u0430 \u0442\u0435\u043a\u0441\u0442\u0430 \u0432 Telegram_bot (`sendMessage`)\n- **TGnew_img** \u2014 \u043e\u0442\u043f\u0440\u0430\u0432\u043a\u0430 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f + \u0442\u0435\u043a\u0441\u0442 \u0432 \u0442\u0433 \u043a\u0430\u043d\u0430\u043b (`sendPhoto`)\n- **TGnews** \u2014 \u043e\u0442\u043f\u0440\u0430\u0432\u043a\u0430 \u0442\u0435\u043a\u0441\u0442\u0430/\u043d\u043e\u0432\u043e\u0441\u0442\u0435\u0439 \u0432 \u0442\u0433 \u043a\u0430\u0430\u043d\u0430\u043b (`sendMessage`)\n\n### \u0412\u0445\u043e\u0434\u044b tool'\u043e\u0432\n- `chat_id` \u2014 \u0432\u0441\u0435\u0433\u0434\u0430 \u0438\u0437 Telegram Trigger\n- `query/text` \u2014 \u0437\u0430\u0434\u0430\u0451\u0442 AI\n\n### \u041f\u0440\u0430\u0432\u0438\u043b\u043e\n\u041a\u0430\u0436\u0434\u044b\u0439 tool \u0432\u044b\u0437\u044b\u0432\u0430\u0442\u044c **\u043d\u0435 \u0431\u043e\u043b\u0435\u0435 1 \u0440\u0430\u0437\u0430** \u0437\u0430 \u0434\u0438\u0430\u043b\u043e\u0433.\n\n",
"height": 368,
"width": 688,
"color": 6
},
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
-1376,
-112
],
"id": "f49c9d11-d831-457f-9059-3346276250a6",
"name": "Sticky Note"
},
{
"parameters": {
"content": "## \u041b\u043e\u0433\u0438\u043a\u0430 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0437\u0430\u043f\u0440\u043e\u0441\u0430 \u043e\u0442 Telegram trigger #Voice/Text\n\n- **IF** \u2014\u0441\u043e\u0440\u0442\u0438\u0440\u043e\u0432\u043a\u0430 \u043d\u0430 Voice/Message\n- **Get a file** \u2014 \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u0435 \u0433\u043e\u043b\u043e\u0441\u043e\u0432\u043e\u0433\u043e\n- **Transcribe a recording** \u2014 \u0442\u0440\u0430\u043d\u0441\u043a\u0440\u0438\u0431\u0430\u0446\u0438\u044f STT\n- **Edit Fields1** \u2014 \u0437\u0430\u0431\u0438\u0440\u0430\u0435\u043c \u0442\u0435\u043a\u0441\u0442 \u0438\u0437 Telegram\n- **Merge** \u2014 \u043e\u0431\u044a\u0435\u0434\u0438\u043d\u0435\u043d\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0445 \u0432 1 \u043f\u043e\u0442\u043e\u043a\n\n",
"height": 512,
"width": 1616,
"color": 7
},
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
-3088,
-736
],
"id": "ab224f34-8174-430d-b5f6-98a24837c204",
"name": "Sticky Note1"
},
{
"parameters": {
"content": "## Sub workflows (tools)\n\n- **Voice** \u2014 \u043e\u0442\u043f\u0440\u0430\u0432\u043a\u0430 \u0433\u043e\u043b\u043e\u0441\u043e\u0432\u043e\u0433\u043e \u0432 Telegram (`sendVoice`)\n- **Replicate** \u2014\u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u044f \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e API Replicate\n\n### \u0412\u0445\u043e\u0434\u044b tool'\u043e\u0432:\n### Voice : input (\u0442\u0435\u043a\u0441\u0442 \u0434\u043b\u044f \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438); chat_id (id \u0447\u0430\u0442\u0430 \u0434\u043b\u044f \u043e\u0442\u043f\u0440\u0430\u0432\u043a\u0438)\n### Replicate: query (\u043f\u0440\u043e\u043c\u043f\u0442 \u0434\u043b\u044f \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438) + output (\u0433\u043e\u0442\u043e\u0432\u043e\u0435 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0435)\n\n",
"height": 256,
"width": 736,
"color": 4
},
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
-2128,
-112
],
"id": "07f87e4f-82b3-4c58-a538-0a8148246971",
"name": "Sticky Note2"
},
{
"parameters": {
"content": "## RSS Read tool\n\n\u0414\u043b\u044f \u043f\u043e\u0438\u0441\u043a\u0430 \u043d\u043e\u0432\u043e\u0441\u0442\u043d\u043e\u0439 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438:\nInput: url (\u0441\u0442\u0440\u043e\u043a\u0430, RSS feed URL)\n## \u041f\u043e\u0438\u0441\u043a \u043f\u043e \u0448\u0430\u0431\u043b\u043e\u043d\u0443:\nhttps://news.google.com/rss/search?q={ENCODED_QUERY}&hl=ru&gl=RU&ceid=RU:ru\n{ENCODED_QUERY} \u2014 \u044d\u0442\u043e URL-encoded \u0437\u0430\u043f\u0440\u043e\u0441",
"height": 256,
"width": 448
},
"type": "n8n-nodes-base.stickyNote",
"typeVersion": 1,
"position": [
-672,
-112
],
"id": "7b9553e0-bc4c-4017-a605-8b1c3ed0aff5",
"name": "Sticky Note3"
},
{
"parameters": {
"sessionIdType": "customKey",
"sessionKey": "={{ $('Telegram Trigger').item.json.message.chat.id }}"
},
"type": "@n8n/n8n-nodes-langchain.memoryPostgresChat",
"typeVersion": 1.3,
"position": [
-1072,
-272
],
"id": "e173eda4-d679-4760-a386-da0da99a7247",
"name": "Postgres Chat Memory",
"credentials": {
"postgres": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"rules": {
"values": [
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 3
},
"conditions": [
{
"leftValue": "={{ $json.message.voice.mime_type }}",
"rightValue": "audio/ogg",
"operator": {
"type": "string",
"operation": "equals"
},
"id": "b8cfd3d5-3821-4ef1-aa3b-b5872eac3108"
}
],
"combinator": "and"
},
"renameOutput": true,
"outputKey": "Voice"
},
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 3
},
"conditions": [
{
"id": "d9867a61-ae18-4f5e-9cb3-6dba90321c16",
"leftValue": "={{ $json.message.text }}",
"rightValue": "",
"operator": {
"type": "string",
"operation": "notEmpty",
"singleValue": true
}
}
],
"combinator": "and"
},
"renameOutput": true,
"outputKey": "Text"
},
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 3
},
"conditions": [
{
"id": "2c6665d3-98c2-471e-9b17-1965fd83194a",
"leftValue": "={{ $json.message.document.mime_type }}",
"rightValue": "text/plain",
"operator": {
"type": "string",
"operation": "equals"
}
}
],
"combinator": "and"
},
"renameOutput": true,
"outputKey": "txt.file"
},
{
"conditions": {
"options": {
"caseSensitive": true,
"leftValue": "",
"typeValidation": "strict",
"version": 3
},
"conditions": [
{
"id": "13d19e66-5f0f-4007-b535-5377f190c653",
"leftValue": "={{ $json.callback_query.data }}",
"rightValue": "",
"operator": {
"type": "string",
"operation": "notEmpty",
"singleValue": true
}
}
],
"combinator": "and"
},
"renameOutput": true,
"outputKey": "callback"
}
]
},
"options": {}
},
"type": "n8n-nodes-base.switch",
"typeVersion": 3.4,
"position": [
-2752,
-528
],
"id": "4c551164-4d2e-44dd-8a77-08bf12d03829",
"name": "Switch",
"alwaysOutputData": false
},
{
"parameters": {
"operation": "text",
"options": {}
},
"type": "n8n-nodes-base.extractFromFile",
"typeVersion": 1.1,
"position": [
-2256,
-352
],
"id": "256f088e-cbd5-4c6e-b1da-d3ee790512b4",
"name": "Extract from File"
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "b3294051-46a4-425e-a083-18fb513427cc",
"name": "txt",
"value": "=\u0422\u0435\u043a\u0441\u0442\u043e\u0432\u044b\u0439 \u0444\u0430\u0439\u043b: \n{{ $json.data }}",
"type": "string"
}
]
},
"options": {}
},
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
-2048,
-256
],
"id": "97dfb81b-83bc-4e39-864e-1a8ce96aa30a",
"name": "Edit Fields2"
},
{
"parameters": {
"resource": "file",
"fileId": "={{ $json.message.document.file_id }}",
"additionalFields": {}
},
"type": "n8n-nodes-base.telegram",
"typeVersion": 1.2,
"position": [
-2448,
-432
],
"id": "a93988b5-eb65-4b5c-85b5-68a469de5ac9",
"name": "Get a file1",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"chatId": "691131427",
"text": "=\u042f \u043f\u043e\u043b\u0443\u0447\u0438\u043b \u0442\u0435\u043a\u0441\u0442\u043e\u0432\u044b\u0439 \u0444\u0430\u0439\u043b {{ $('Telegram Trigger').item.json.message.document.file_name }}, \u0447\u0442\u043e \u0432\u044b \u0445\u043e\u0442\u0438\u0442\u0435 \u0441\u0434\u0435\u043b\u0430\u0442\u044c? ",
"replyMarkup": "inlineKeyboard",
"inlineKeyboard": {
"rows": [
{
"row": {
"buttons": [
{
"text": "\u0421\u043e\u0445\u0440\u0430\u043d\u0438\u0442\u044c?",
"additionalFields": {
"callback_data": "save"
}
},
{
"text": "\u0421\u043f\u0440\u043e\u0441\u0438\u0442\u044c/\u043d\u0430\u0439\u0442\u0438?",
"additionalFields": {
"callback_data": "answ"
}
}
]
}
}
]
},
"additionalFields": {
"appendAttribution": false
}
},
"type": "n8n-nodes-base.telegramTool",
"typeVersion": 1.2,
"position": [
-1056,
272
],
"id": "36167d86-5f73-4d14-8da2-a20ecd497d55",
"name": "Human_answ",
"credentials": {
"telegramApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "6021a618-558e-4593-b7e5-b7031f014ded",
"name": "otv",
"value": "={{ $json.callback_query.data }}",
"type": "string"
}
]
},
"options": {}
},
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
-2448,
-32
],
"id": "056bdf3d-dcff-4acd-b290-c34e83702158",
"name": "callback"
},
{
"parameters": {
"description": "\u0421\u043e\u0445\u0440\u0430\u043d\u044f\u0435\u0442 \u0432 PGVector store",
"workflowId": {
"__rl": true,
"value": "oDotL84nXDDDYNxN-0iGk",
"mode": "list",
"cachedResultUrl": "/workflow/oDotL84nXDDDYNxN-0iGk",
"cachedResultName": "RAG_test_save"
},
"workflowInputs": {
"mappingMode": "defineBelow",
"value": {},
"matchingColumns": [],
"schema": [],
"attemptToConvertTypes": false,
"convertFieldsToString": false
}
},
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"typeVersion": 2.2,
"position": [
-1920,
176
],
"id": "2eb5a3d9-03b6-4cf8-b55e-7d2ba296c168",
"name": "Save_RAG"
},
{
"parameters": {
"content": "",
"width": 432,
"color": 4
},
"type": "n8n-nodes-base.stickyNote",
"position": [
-2128,
144
],
"typeVersion": 1,
"id": "9037523d-d90e-4db8-96cc-e146f478dd10",
"name": "Sticky Note4"
},
{
"parameters": {
"content": "",
"height": 176,
"width": 688,
"color": 6
},
"type": "n8n-nodes-base.stickyNote",
"position": [
-1376,
256
],
"typeVersion": 1,
"id": "01d169fe-4deb-4db0-932a-ee4f6131871f",
"name": "Sticky Note5"
},
{
"parameters": {
"workflowId": {
"__rl": true,
"value": "pLuhjN9G02wClFf7",
"mode": "list",
"cachedResultUrl": "/workflow/pLuhjN9G02wClFf7",
"cachedResultName": "RAG_answ_sub"
},
"workflowInputs": {
"mappingMode": "defineBelow",
"value": {
"chat_id": "={{ $('Telegram Trigger').item.json.message.chat.id }}",
"text": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('text', ``, 'string') }}"
},
"matchingColumns": [],
"schema": [
{
"id": "text",
"displayName": "text",
"required": false,
"defaultMatch": false,
"display": true,
"canBeUsedToMatch": true,
"type": "string",
"removed": false
},
{
"id": "chat_id",
"displayName": "chat_id",
"required": false,
"defaultMatch": false,
"display": true,
"canBeUsedToMatch": true,
"type": "string",
"removed": false
}
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
}
},
"type": "@n8n/n8n-nodes-langchain.toolWorkflow",
"typeVersion": 2.2,
"position": [
-1824,
176
],
"id": "2d248f80-cc6c-44a1-84c8-f1be8563d041",
"name": "RAG_answ"
}
],
"connections": {
"OpenRouter Chat Model": {
"ai_languageModel": [
[
{
"node": "AI Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Get a file": {
"main": [
[
{
"node": "Transcribe a recording",
"type": "main",
"index": 0
}
]
]
},
"Transcribe a recording": {
"main": [
[
{
"node": "Merge",
"type": "main",
"index": 0
}
]
]
},
"Edit Fields1": {
"main": [
[
{
"node": "Merge",
"type": "main",
"index": 1
}
]
]
},
"Merge": {
"main": [
[
{
"node": "Edit Fields",
"type": "main",
"index": 0
}
]
]
},
"TG": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"TGnews": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Edit Fields": {
"main": [
[
{
"node": "AI Agent",
"type": "main",
"index": 0
}
]
]
},
"RSS Read": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Replicate": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"TGnew_img": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Telegram Trigger": {
"main": [
[
{
"node": "Switch",
"type": "main",
"index": 0
}
]
]
},
"Voice": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"AI Agent": {
"main": [
[]
]
},
"Postgres Chat Memory": {
"ai_memory": [
[
{
"node": "AI Agent",
"type": "ai_memory",
"index": 0
}
]
]
},
"Switch": {
"main": [
[
{
"node": "Get a file",
"type": "main",
"index": 0
}
],
[
{
"node": "Edit Fields1",
"type": "main",
"index": 0
}
],
[
{
"node": "Get a file1",
"type": "main",
"index": 0
}
],
[
{
"node": "callback",
"type": "main",
"index": 0
}
]
]
},
"Extract from File": {
"main": [
[
{
"node": "Edit Fields2",
"type": "main",
"index": 0
}
]
]
},
"Get a file1": {
"main": [
[
{
"node": "Extract from File",
"type": "main",
"index": 0
}
]
]
},
"Edit Fields2": {
"main": [
[
{
"node": "AI Agent",
"type": "main",
"index": 0
}
]
]
},
"Human_answ": {
"ai_tool": [
[]
]
},
"callback": {
"main": [
[
{
"node": "AI Agent",
"type": "main",
"index": 0
}
]
]
},
"Save_RAG": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"RAG_answ": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
}
},
"active": false,
"settings": {
"executionOrder": "v1",
"binaryMode": "separate",
"availableInMCP": false,
"timeSavedMode": "fixed",
"errorWorkflow": "2awxzVzdE-7FEOhOqr6i_",
"callerPolicy": "workflowsFromSameOwner"
},
"versionId": "2f8ee3aa-b25d-4007-94fa-996619c0bd3a",
"meta": {
"templateCredsSetupCompleted": true
},
"id": "nXtw9NZhKYcwqB5Y",
"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.
openAiApiopenRouterApipostgrestelegramApi
Pro
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About this workflow
tg_main_rag. Uses agent, lmChatOpenRouter, telegram, openAi. Event-driven trigger; 29 nodes.
Source: https://github.com/mdseyam-as/tg-bot-with-RAG/blob/2cb5bc9d33293b64264e4a4d139aec969e1b3636/workflows/tg_main_rag.json — original creator credit. Request a take-down →
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