{ "name": "Telegram bot", "nodes": [ { "parameters": { "updates": [ "message" ], "additionalFields": { "download": false } }, "id": "6d79ea79-ee3b-4e3e-9bbd-63d5b194f765", "name": "Telegram Trigger", "type": "n8n-nodes-base.telegramTrigger", "typeVersion": 1.1, "position": [ -260, 920 ], "credentials": { "telegramApi": { "name": "" } } }, { "parameters": {}, "id": "0d27cb87-9aa1-4df8-a100-06b5046dd1da", "name": "Embeddings Ollama", "type": "@n8n/n8n-nodes-langchain.embeddingsOllama", "typeVersion": 1, "position": [ 1060, 1640 ], "credentials": { "ollamaApi": { "name": "" } } }, { "parameters": { "model": "llama3.2:latest", "options": {} }, "id": "e3efecdb-f1d3-4eff-9a25-8a9d2ffd981a", "name": "Ollama Chat Model1", "type": "@n8n/n8n-nodes-langchain.lmChatOllama", "typeVersion": 1, "position": [ 1040, 1140 ], "notesInFlow": false, "credentials": { "ollamaApi": { "name": "" } } }, { "parameters": { "name": "VectorDB" }, "id": "2c450754-ec3a-4f1a-8640-c0055ffa3a03", "name": "Vector Store Tool", "type": "@n8n/n8n-nodes-langchain.toolVectorStore", "typeVersion": 1, "position": [ 1180, 1360 ] }, { "parameters": { "model": "llama3.2:latest", "options": {} }, "id": "0f2fd9cc-7cbe-4d02-87c1-53557361c179", "name": "Ollama Chat Model2", "type": "@n8n/n8n-nodes-langchain.lmChatOllama", "typeVersion": 1, "position": [ 1300, 1500 ], "notesInFlow": false, "credentials": { "ollamaApi": { "name": "" } } }, { "parameters": { "qdrantCollection": { "__rl": true, "value": "the_db_name", "mode": "list", "cachedResultName": "the_db_name" }, "options": {} }, "id": "12c68f85-715d-41e8-8550-a76b702e0bcb", "name": "Qdrant Vector Store", "type": "@n8n/n8n-nodes-langchain.vectorStoreQdrant", "typeVersion": 1, "position": [ 1060, 1500 ], "credentials": { "qdrantApi": { "name": "" } } }, { "parameters": { "mode": "runOnceForEachItem", "jsCode": "const photos = $json.message.photo;\nif (!photos || photos.length === 0) {\n return null;\n}\nconst highestResolutionPhoto = photos[photos.length - 1];\n\nreturn { json: { file_id: highestResolutionPhoto.file_id, caption: $json.message.caption } };" }, "type": "n8n-nodes-base.code", "typeVersion": 2, "position": [ 400, 1120 ], "id": "7b0dcd11-37d3-4036-a77b-836c363b9482", "name": "Code", "alwaysOutputData": true }, { "parameters": { "content": "## Photo", "height": 549.7036671240952, "width": 574.2252256721589, "color": 5 }, "type": "n8n-nodes-base.stickyNote", "typeVersion": 1, "position": [ 360, 1060 ], "id": "b99f73ae-61ba-4f80-9e44-78579abad843", "name": "Sticky Note2" }, { "parameters": { "sessionIdType": "customKey", "sessionKey": "={{ $('Telegram Trigger').item.json.message.chat.id }}", "contextWindowLength": 10 }, "type": "@n8n/n8n-nodes-langchain.memoryPostgresChat", "typeVersion": 1.3, "position": [ 1160, 1140 ], "id": "97000912-5d41-4b05-9d55-ae142e5ec449", "name": "Postgres Chat Memory", "credentials": { "postgres": { "name": "" } } }, { "parameters": { "content": "## Voice", "height": 330.9506144115263, "width": 635.1678977055899, "color": 3 }, "type": "n8n-nodes-base.stickyNote", "typeVersion": 1, "position": [ 360, 569.0493855884736 ], "id": "294cdda3-4379-4569-92f2-49d49ebe52d0", "name": "Sticky Note" }, { "parameters": { "content": "## Vector store\nUse another workflow to create and load data", "height": 508.118344862517, "width": 461.64938745853254 }, "type": "n8n-nodes-base.stickyNote", "typeVersion": 1, "position": [ 980, 1272.9080039013422 ], "id": "f0142409-1e66-4472-8c74-b728d7ecad83", "name": "Sticky Note1" }, { "parameters": { "sessionIdType": "customKey", "sessionKey": "={{ $('Telegram Trigger').item.json.message.chat.id }}" }, "id": "0b771151-00ea-45c2-93ee-5c1d5f5297ab", "name": "Postgres Chat Memory2", "type": "@n8n/n8n-nodes-langchain.memoryPostgresChat", "typeVersion": 1.3, "position": [ 600, 1460 ], "credentials": { "postgres": { "name": "" } } }, { "parameters": { "mode": "insert", "messages": { "messageValues": [ { "type": "user", "message": "={{ $json.output }}" } ] } }, "id": "b3b39677-9cff-4400-b416-f87c9614d4a9", "name": "Chat Memory Manager", "type": "@n8n/n8n-nodes-langchain.memoryManager", "typeVersion": 1.1, "position": [ 600, 1300 ] }, { "parameters": { "method": "POST", "url": "http://whisper:8000/v1/audio/transcriptions", "sendBody": true, "contentType": "multipart-form-data", "bodyParameters": { "parameters": [ { "parameterType": "formBinaryData", "name": "file", "inputDataFieldName": "=data" }, { "name": "model", "value": "large" } ] }, "options": {} }, "id": "b348fa1d-2e64-48e4-a6ab-00a5d4d82beb", "name": "Whisper", "type": "n8n-nodes-base.httpRequest", "typeVersion": 4.2, "position": [ 640, 720 ], "retryOnFail": true, "waitBetweenTries": 5000, "maxTries": 5 }, { "parameters": { "promptType": "define", "text": "={{ $json.text }}", "options": { "systemMessage": "=You are an expert personal assistant. Any response should be in a conversational text format.\n\nThe person you are helping is based in Orem, Utah. The time is {{ $now }}. Software engineer. Aspiring entrepreneur. Interests include philosophy, psychology, physics, engineering, programming, software, computers, gaming, biking, and knowledge management.\n\nUnless otherwise specified, assume the environment in which a coding solution will be provided should be in typescript, using React, tailwind, MobX, ReactQuery, and ionic/capacitor when native APIs are necessary. Prefer functional components. Use function declarations instead of const, unless using a MobX observer from mobx-react-lite.\n\nConcise responses. Provide a lengthy response when requested. Do not repeat yourself in the same response. Do not provide disclaimers about what ChatGPT can or cannot do. Use MLA format to cite sources at the end of each response. Expand URLs so they are all selectable. State the confidence level of each response at the very end.\n\nRespond as an uplifting friend, with critical but constructive feedback. Do not tell me what you think I want to hear, but tell me verifiably true facts, with the references provided in MLA format. Do not lie, make things up, or hallucinate. Be absolutely certain to communicate the confidence of each response at the end of each message." } }, "id": "6df88a0f-69e2-4aff-aab7-8ef824490f92", "name": "AI Agent", "type": "@n8n/n8n-nodes-langchain.agent", "typeVersion": 1.6, "position": [ 1220, 920 ] }, { "parameters": { "assignments": { "assignments": [ { "id": "2798e0e7-48ca-49ef-a75b-924ddc279d24", "name": "=text", "value": "={{ $json.message.text }}", "type": "string" } ] }, "options": {} }, "id": "c836328f-12a6-4b56-9956-dd515ed879ec", "name": "Text", "type": "n8n-nodes-base.set", "typeVersion": 3.4, "position": [ 880, 920 ] }, { "parameters": { "chatId": "={{ $('Telegram Trigger').item.json.message.chat.id }}", "text": "You are not allowed to use this bot.", "additionalFields": { "appendAttribution": false } }, "id": "6ea9774d-beb4-4443-9217-80811560ac64", "name": "Deny Msg", "type": "n8n-nodes-base.telegram", "typeVersion": 1.2, "position": [ 100, 1100 ], "credentials": { "telegramApi": { "name": "" } } }, { "parameters": { "rules": { "values": [ { "conditions": { "options": { "caseSensitive": true, "leftValue": "", "typeValidation": "loose", "version": 2 }, "conditions": [ { "leftValue": "[7848136566]", "rightValue": "={{ $json.message.from.id }}", "operator": { "type": "array", "operation": "contains", "rightType": "any" } } ], "combinator": "and" }, "renameOutput": true, "outputKey": "Allowed" }, { "conditions": { "options": { "caseSensitive": true, "leftValue": "", "typeValidation": "loose", "version": 2 }, "conditions": [ { "id": "be4f384e-8e5d-442e-88fe-5811a09d533b", "leftValue": "={{ $json.message.text }}", "rightValue": "", "operator": { "type": "string", "operation": "exists", "singleValue": true } } ], "combinator": "and" }, "renameOutput": true, "outputKey": "Blocked" } ] }, "looseTypeValidation": true, "options": {} }, "id": "4a94f2b0-ff10-4737-82b2-8035e4232d10", "name": "Allowed?", "type": "n8n-nodes-base.switch", "typeVersion": 3.2, "position": [ -40, 920 ] }, { "parameters": { "rules": { "values": [ { "conditions": { "options": { "caseSensitive": true, "leftValue": "", "typeValidation": "strict", "version": 2 }, "conditions": [ { "leftValue": "={{ $json.message.voice.file_id }}", "rightValue": "", "operator": { "type": "string", "operation": "exists", "singleValue": true } } ], "combinator": "and" }, "renameOutput": true, "outputKey": "Voice" }, { "conditions": { "options": { "caseSensitive": true, "leftValue": "", "typeValidation": "strict", "version": 2 }, "conditions": [ { "id": "be4f384e-8e5d-442e-88fe-5811a09d533b", "leftValue": "={{ $json.message.text }}", "rightValue": "", "operator": { "type": "string", "operation": "exists", "singleValue": true } } ], "combinator": "and" }, "renameOutput": true, "outputKey": "Text" }, { "conditions": { "options": { "caseSensitive": true, "leftValue": "", "typeValidation": "strict", "version": 2 }, "conditions": [ { "id": "eab53a85-0ac6-4b64-b5ae-5c19611dc3d0", "leftValue": "={{ $json.message.photo }}", "rightValue": "", "operator": { "type": "array", "operation": "exists", "singleValue": true } } ], "combinator": "and" }, "renameOutput": true, "outputKey": "Photo" } ] }, "options": {} }, "id": "f59dcdaf-bedd-4266-a62a-241d739edcc8", "name": "Format", "type": "n8n-nodes-base.switch", "typeVersion": 3.2, "position": [ 200, 920 ] }, { "parameters": { "resource": "file", "fileId": "={{ $json.message.voice.file_id }}" }, "id": "ee627f0b-4eb6-45a0-b92a-28c7895ad679", "name": "Download Audio", "type": "n8n-nodes-base.telegram", "typeVersion": 1.2, "position": [ 460, 720 ], "credentials": { "telegramApi": { "name": "" } } }, { "parameters": { "resource": "file", "fileId": "={{ $json.file_id }}" }, "type": "n8n-nodes-base.telegram", "typeVersion": 1.2, "position": [ 520, 1120 ], "id": "7779dd3d-b635-4a96-a2fc-6ffee30ca3ba", "name": "Download Image", "credentials": { "telegramApi": { "name": "" } } }, { "parameters": { "operation": "binaryToPropery", "options": {} }, "type": "n8n-nodes-base.extractFromFile", "typeVersion": 1, "position": [ 640, 1120 ], "id": "c015a8fd-ab4d-448f-8902-f326d7bd65c3", "name": "Base64" }, { "parameters": { "method": "POST", "url": "http://ollama:11434/api/chat", "sendBody": true, "specifyBody": "json", "jsonBody": "={\n \"model\": \"llama3.2-vision\",\n \"messages\": [\n {\n \"role\": \"user\",\n \"content\": \"Be as specific and precise as possible. Describe the image as if it were to someone that is blind. {{ $('Code').item.json.caption }}\",\n \"images\": [\n \"{{ $json.data }}\"\n ]\n }\n ]\n}", "options": {} }, "type": "n8n-nodes-base.httpRequest", "typeVersion": 4.2, "position": [ 760, 1120 ], "id": "095db111-bf9d-4cda-bd10-52cccb55be02", "name": "Llama 3.2 Vision" }, { "parameters": { "mode": "runOnceForEachItem", "jsCode": "const data = $json.data.split('\\n');\nconst caption = $('Telegram Trigger').item.json.message.caption;\n\nconst contents = []\ndata.forEach(datum => {\n try {\n const item = JSON.parse(datum)\n if (item.message.content) {\n contents.push(item.message.content)\n }\n } catch (err) {}\n})\n\nreturn {\n output: `Caption: ${caption}\n\nImage analysis results: ${contents.join('')}`\n};" }, "type": "n8n-nodes-base.code", "typeVersion": 2, "position": [ 400, 1300 ], "id": "8a8584b7-a55c-4642-bd86-c07a5e9f4a69", "name": "Image results" }, { "parameters": { "chatId": "={{ $('Telegram Trigger').item.json.message.chat.id }}", "text": "=`{{ $json.output }}`", "additionalFields": { "appendAttribution": false } }, "id": "a6bb8263-c879-4c7a-9da2-8cd1852049ed", "name": "Response", "type": "n8n-nodes-base.telegram", "typeVersion": 1.2, "position": [ 1560, 920 ], "credentials": { "telegramApi": { "name": "" } } }, { "parameters": { "chatId": "={{ $('Telegram Trigger').item.json.message.chat.id }}", "text": "=Transcription: {{ $json.text }}", "additionalFields": { "appendAttribution": false } }, "id": "8d1b3baf-c275-4601-9acf-f66364d4baab", "name": "Transcription", "type": "n8n-nodes-base.telegram", "typeVersion": 1.2, "position": [ 820, 600 ], "credentials": { "telegramApi": { "name": "" } } } ], "connections": { "Telegram Trigger": { "main": [ [ { "node": "Allowed?", "type": "main", "index": 0 } ] ] }, "Ollama Chat Model1": { "ai_languageModel": [ [ { "node": "AI Agent", "type": "ai_languageModel", "index": 0 } ] ] }, "Embeddings Ollama": { "ai_embedding": [ [ { "node": "Qdrant Vector Store", "type": "ai_embedding", "index": 0 } ] ] }, "Vector Store Tool": { "ai_tool": [ [ { "node": "AI Agent", "type": "ai_tool", "index": 0 } ] ] }, "Ollama Chat Model2": { "ai_languageModel": [ [ { "node": "Vector Store Tool", "type": "ai_languageModel", "index": 0 } ] ] }, "Qdrant Vector Store": { "ai_vectorStore": [ [ { "node": "Vector Store Tool", "type": "ai_vectorStore", "index": 0 } ] ] }, "Code": { "main": [ [ { "node": "Download Image", "type": "main", "index": 0 } ] ] }, "Postgres Chat Memory": { "ai_memory": [ [ { "node": "AI Agent", "type": "ai_memory", "index": 0 } ] ] }, "Postgres Chat Memory2": { "ai_memory": [ [ { "node": "Chat Memory Manager", "type": "ai_memory", "index": 0 } ] ] }, "Whisper": { "main": [ [ { "node": "Transcription", "type": "main", "index": 0 }, { "node": "AI Agent", "type": "main", "index": 0 } ] ] }, "AI Agent": { "main": [ [ { "node": "Response", "type": "main", "index": 0 } ] ] }, "Text": { "main": [ [ { "node": "AI Agent", "type": "main", "index": 0 } ] ] }, "Allowed?": { "main": [ [ { "node": "Format", "type": "main", "index": 0 } ], [ { "node": "Deny Msg", "type": "main", "index": 0 } ] ] }, "Format": { "main": [ [ { "node": "Download Audio", "type": "main", "index": 0 } ], [ { "node": "Text", "type": "main", "index": 0 } ], [ { "node": "Code", "type": "main", "index": 0 } ] ] }, "Download Audio": { "main": [ [ { "node": "Whisper", "type": "main", "index": 0 } ] ] }, "Download Image": { "main": [ [ { "node": "Base64", "type": "main", "index": 0 } ] ] }, "Base64": { "main": [ [ { "node": "Llama 3.2 Vision", "type": "main", "index": 0 } ] ] }, "Llama 3.2 Vision": { "main": [ [ { "node": "Image results", "type": "main", "index": 0 } ] ] }, "Image results": { "main": [ [ { "node": "Chat Memory Manager", "type": "main", "index": 0 }, { "node": "Response", "type": "main", "index": 0 } ] ] } }, "active": true, "settings": { "executionOrder": "v1" }, "versionId": "21b824c3-9a42-40ef-af10-1e891550bc2c", "meta": { "templateCredsSetupCompleted": true }, "id": "9LaAFjM28Itn8S8m", "tags": [] }