Workflow: Dsp agent
Integrations: aggregate, airtable, airtableTool, merge, noOp, set, stopAndError, switch, telegram, telegramTrigger

{"name": "Dsp agent", "nodes": [{"parameters": {"updates": ["message"], "additionalFields": {"download": false}}, "type": "n8n-nodes-base.telegramTrigger", "typeVersion": 1.1, "position": [-600, 500], "id": "8e952294-ec48-426e-ad2c-775ab295afb7", "name": "Telegram Trigger", "webhookId": "ece1b7c8-0758-4c1f-8db2-6a14ba1ed182", "credentials": {"telegramApi": {"id": "VrV0OZcaiBOi3ejB", "name": "Telegram account"}}, "notes": "This telegramTrigger node performs automated tasks as part of the workflow."}, {"parameters": {"rules": {"values": [{"conditions": {"options": {"caseSensitive": true, "leftValue": "", "typeValidation": "strict", "version": 2}, "conditions": [{"leftValue": "={{ $json.message.text }}", "rightValue": "", "operator": {"type": "string", "operation": "exists", "singleValue": true}, "id": "b8cc5586-5c76-4295-b8ba-1cecfa47cc5d"}], "combinator": "and"}, "renameOutput": true, "outputKey": "YOUR_CREDENTIAL_HERE"}, {"conditions": {"options": {"caseSensitive": true, "leftValue": "", "typeValidation": "strict", "version": 2}, "conditions": [{"id": "66856d79-632e-4e2d-9e54-6e28df629aeb", "leftValue": "={{ $json.message.voice.file_id }}", "rightValue": "", "operator": {"type": "string", "operation": "exists", "singleValue": true}}], "combinator": "and"}, "renameOutput": true, "outputKey": "YOUR_CREDENTIAL_HERE"}]}, "options": {}}, "type": "n8n-nodes-base.switch", "typeVersion": 3.2, "position": [-320, 160], "id": "faef9906-72b5-47b3-8707-4c34c81c9096", "name": "Switch", "retryOnFail": false, "alwaysOutputData": false, "notes": "This switch node performs automated tasks as part of the workflow."}, {"parameters": {"assignments": {"assignments": [{"id": "4e2b9056-34d7-4867-8f1e-4265fe80bb8c", "name": "text", "value": "={{ $('Telegram Trigger').item.json.message.text }}", "type": "string"}]}, "options": {}}, "type": "n8n-nodes-base.set", "typeVersion": 3.4, "position": [0, 0], "id": "5a51d584-0484-4757-903b-e772a634f94e", "name": "Edit Fields", "notes": "This set node performs automated tasks as part of the workflow."}, {"parameters": {"resource": "file", "fileId": "={{ $json.message.voice.file_id }}"}, "type": "n8n-nodes-base.telegram", "typeVersion": 1.2, "position": [-100, 260], "id": "627c1d4b-a495-4a2f-8a07-e3699a71b671", "name": "Telegram", "webhookId": "21933f09-43da-413d-ab94-a6af068c35b6", "credentials": {"telegramApi": {"id": "VrV0OZcaiBOi3ejB", "name": "Telegram account"}}, "notes": "This telegram node performs automated tasks as part of the workflow."}, {"parameters": {"resource": "audio", "operation": "transcribe", "options": {}}, "type": "n8n-nodes-base.noOp", "typeVersion": 1.8, "position": [40, 260], "id": "10edf485-e6bc-453a-b2ff-cc061ed73adc", "name": "OpenAI", "credentials": {"openAiApi": {"id": "IOLYY7gLnrluESNv", "name": "OpenAi account"}}, "notes": "This openAi node performs automated tasks as part of the workflow."}, {"parameters": {"promptType": "define", "text": "={{ $json.text }}", "options": {"systemMessage": "=\n**Current time and date:** {{$now}}  \n\nHey there! You are an advanced study assistant, built to help students tackle complex problems in signal processing. You\u2019re not just here to give answers\u2014you\u2019re here to **guide the user, deepen their understanding, and make learning more interactive**.  \n\nYou have access to several powerful tools, and knowing when and how to use them is key to being truly effective. Here\u2019s what you can do and how you should approach each situation:  \n\n### **Your Capabilities and How to Use Them**  \n\n#### **1. Language Model (LLM) \u2013 Your Core Intelligence**  \n- You analyze questions, provide explanations, refine wording, and help the user grasp key signal processing concepts.  \n- Your job is to **guide the user toward the solution** rather than just giving direct answers\u2014ask the right questions to encourage deeper thinking.  \n\n#### **2. Wikipedia Access \u2013 Your Knowledge Base**  \n- When a user asks about theoretical concepts, mathematical principles, or physics-related topics, you can **retrieve summarized, reliable information** from Wikipedia.  \n- This is great for definitions, historical context, and fundamental principles that support problem-solving.  \n\n#### **3. Calculator \u2013 Your Instant Problem Solver**  \n- You can quickly compute mathematical expressions, integrals, derivatives, and more.  \n- Use this tool when the user needs a quick numerical solution or when breaking down an equation.  \n\n#### **4. Memory Storage \u2013 Your Personalization Engine**  \n- You **remember relevant user details** to provide a more personalized experience.  \n- This allows you to track learning progress, recall previous topics, and offer tailored recommendations.  \n\n#### **5. (Coming Soon) Python / MATLAB Code Generation \u2013 Your Computational Power**  \n- Once integrated, you\u2019ll be able to **generate Python and MATLAB code** to solve signal processing problems.  \n- This will include tasks like designing filters, performing Fourier transforms, and running simulations to analyze data.  \n\n- contentCreatorAgent: Use this tool to create blog posts\n---\n\n### **How You Should Interact with the User**  \n\n#### **Step 1: Understand the User\u2019s Needs**  \n- If the question is unclear, don\u2019t assume\u2014**ask for clarification** or guide them with follow-up questions.  \n- Figure out if they need a **theoretical explanation, a step-by-step solution, or just study guidance**.  \n\n#### **Step 2: Choose the Right Approach**  \n- If it\u2019s a **theory-based question**, pull relevant knowledge from Wikipedia or explain it in your own words.  \n- If it\u2019s a **numerical problem**, use the calculator or suggest an appropriate method to solve it.  \n- If it requires **MATLAB or Python-based solutions**, propose an implementation and (once available) generate the code.  \n\n#### **Step 3: Encourage Learning and Retention**  \n- Always check if the user **fully understands the topic**\u2014ask follow-up questions if necessary.  \n- If they struggle, offer alternative explanations or different ways to approach the problem.  \n- Use your memory storage to **connect topics and build continuity**, so the learning experience feels more cohesive over time.  \n\nYour role isn\u2019t just to answer questions\u2014you\u2019re a **mentor, tutor, and study partner**. The goal is to **help the user develop problem-solving skills** so they can confidently tackle complex challenges on their own.  \n\nNow, go out there and make learning signal processing easier and more engaging! "}}, "type": "n8n-nodes-base.noOp", "typeVersion": 1.8, "position": [520, 480], "id": "b05d3c86-eca0-4a69-81ea-4b3f078d4f18", "name": "AI Agent", "notes": "This agent node performs automated tasks as part of the workflow."}, {"parameters": {"modelName": "models/gemini-1.5-flash-001", "options": {}}, "type": "n8n-nodes-base.noOp", "typeVersion": 1, "position": [220, 920], "id": "921b72db-200a-4a47-bd2d-135c4f8450c8", "name": "Google Gemini Chat Model", "notes": "This lmChatGoogleGemini node performs automated tasks as part of the workflow."}, {"parameters": {"chatId": "={{ $('Telegram Trigger').item.json.message.chat.id }}", "text": "={{ $json.output }}", "additionalFields": {"appendAttribution": false}}, "type": "n8n-nodes-base.telegram", "typeVersion": 1.2, "position": [880, 480], "id": "32277fd6-3d66-4bb9-a1c6-07d23d0d50b3", "name": "Telegram1", "webhookId": "e1966a9e-b402-4d56-92ff-7042f181ed35", "credentials": {"telegramApi": {"id": "VrV0OZcaiBOi3ejB", "name": "Telegram account"}}, "onError": "continueRegularOutput", "notes": "This telegram node performs automated tasks as part of the workflow."}, {"parameters": {}, "type": "n8n-nodes-base.noOp", "typeVersion": 1, "position": [380, 900], "id": "3276e9b7-358f-4b9a-8537-918ce7c9bc54", "name": "Calculator", "notes": "This toolCalculator node performs automated tasks as part of the workflow."}, {"parameters": {}, "type": "n8n-nodes-base.noOp", "typeVersion": 1, "position": [520, 880], "id": "76c41081-f01d-43bc-8895-3af69cc8ceea", "name": "Wikipedia", "notes": "This toolWikipedia node performs automated tasks as part of the workflow."}, {"parameters": {"operation": "search", "base": {"__rl": true, "value": "appoBzMsCIm3Bno0X", "mode": "list", "cachedResultName": "Agent memory", "cachedResultUrl": "{{ $env.WEBHOOK_URL }}"}, "table": {"__rl": true, "value": "tblb5AH2UtMVj3HLZ", "mode": "list", "cachedResultName": "Memory", "cachedResultUrl": "{{ $env.WEBHOOK_URL }}"}, "returnAll": false, "limit": 50, "options": {}}, "type": "n8n-nodes-base.airtable", "typeVersion": 2.1, "position": [-360, 660], "id": "38834d64-56fb-4170-9885-8d5e5c94a74f", "name": "Airtable", "credentials": {"airtableTokenApi": {"id": "eWfDvgRAeJ0q7Unh", "name": "Airtable Personal Access Token account"}}, "notes": "This airtable node performs automated tasks as part of the workflow."}, {"parameters": {"fieldsToAggregate": {"fieldToAggregate": [{"fieldToAggregate": "Memory"}]}, "options": {}}, "type": "n8n-nodes-base.aggregate", "typeVersion": 1, "position": [-60, 660], "id": "f5f3fbf7-26ce-4754-bcc1-1d046b1a6e0a", "name": "Aggregate", "notes": "This aggregate node performs automated tasks as part of the workflow."}, {"parameters": {"mode": "combine", "combineBy": "combineAll", "options": {}}, "type": "n8n-nodes-base.merge", "typeVersion": 3, "position": [320, 480], "id": "390ccee0-48c6-434d-ad51-53148540ddbe", "name": "Merge", "notes": "This merge node performs automated tasks as part of the workflow."}, {"parameters": {"sessionIdType": "customKey", "sessionKey": "YOUR_CREDENTIAL_HERE"}, "type": "n8n-nodes-base.noOp", "typeVersion": 1.3, "position": [400, 680], "id": "99b213f3-73c9-4649-b5d6-a7aa67886daf", "name": "Simple Memory", "notes": "This memoryBufferWindow node performs automated tasks as part of the workflow."}, {"parameters": {"model": {"__rl": true, "value": "gpt-4o-mini", "mode": "list", "cachedResultName": "gpt-4o-mini"}, "options": {}}, "type": "n8n-nodes-base.noOp", "typeVersion": 1.2, "position": [220, 680], "id": "a3bf96ef-ad73-44f2-a867-42ba149082ed", "name": "OpenAI Chat Model", "credentials": {"openAiApi": {"id": "IOLYY7gLnrluESNv", "name": "OpenAi account"}}, "notes": "This lmChatOpenAi node performs automated tasks as part of the workflow."}, {"parameters": {"operation": "create", "base": {"__rl": true, "value": "appoBzMsCIm3Bno0X", "mode": "list", "cachedResultName": "Agent memory", "cachedResultUrl": "{{ $env.WEBHOOK_URL }}"}, "table": {"__rl": true, "value": "tblb5AH2UtMVj3HLZ", "mode": "list", "cachedResultName": "Memory", "cachedResultUrl": "{{ $env.WEBHOOK_URL }}"}, "columns": {"mappingMode": "defineBelow", "value": {"Memory": "={{ $fromAI('add_Memory', `Write a memory about the user for future referance in 140 characters `, 'string') }}"}, "matchingColumns": ["id"], "schema": [{"id": "Memory", "displayName": "Memory", "required": false, "defaultMatch": false, "canBeUsedToMatch": true, "display": true, "type": "string", "readOnly": false, "removed": false}], "attemptToConvertTypes": false, "convertFieldsToString": false}, "options": {}}, "type": "n8n-nodes-base.airtableTool", "typeVersion": 2.1, "position": [660, 880], "id": "44bf3697-1689-4f8a-8363-ce547d614cae", "name": "memory_tool", "credentials": {"airtableTokenApi": {"id": "eWfDvgRAeJ0q7Unh", "name": "Airtable Personal Access Token account"}}, "notes": "This airtableTool node performs automated tasks as part of the workflow."}, {"parameters": {"name": "contentCreatorAgent", "description": "call this tool whan you need to create contact,post or blog", "workflowId": {"__rl": true, "value": "ma0fuAza3j9sB4PL", "mode": "list", "cachedResultName": "My project \u2014 contact creator agent"}, "workflowInputs": {"mappingMode": "defineBelow", "value": {}, "matchingColumns": [], "schema": [], "attemptToConvertTypes": false, "convertFieldsToString": false}}, "type": "n8n-nodes-base.noOp", "typeVersion": 2.1, "position": [820, 880], "id": "2fc2f3f7-c8ba-4fb8-86be-ad72938df0b7", "name": "contentCreatorAgent", "notes": "This toolWorkflow node performs automated tasks as part of the workflow."}, {"parameters": {"name": "EmailAgent", "description": "use this tool to send,get and lable emails", "workflowId": {"__rl": true, "value": "ANJ05aXmXcKpfhyk", "mode": "list", "cachedResultName": "Email agent"}, "workflowInputs": {"mappingMode": "defineBelow", "value": {}, "matchingColumns": [], "schema": [], "attemptToConvertTypes": false, "convertFieldsToString": false}}, "type": "n8n-nodes-base.noOp", "typeVersion": 2.1, "position": [1000, 880], "id": "833dce37-a852-4341-92f4-1ae3d41a0914", "name": "Email Agent", "notes": "This toolWorkflow node performs automated tasks as part of the workflow."}, {"id": "error-b7a8079c", "name": "Error Handler", "type": "n8n-nodes-base.stopAndError", "typeVersion": 1, "position": [1000, 400], "parameters": {"message": "Workflow execution error", "options": {}}}], "pinData": {}, "connections": {"8e952294-ec48-426e-ad2c-775ab295afb7": {"main": [[{"node": "error-handler-8e952294-ec48-426e-ad2c-775ab295afb7-24af7903", "type": "main", "index": 0}]]}, "627c1d4b-a495-4a2f-8a07-e3699a71b671": {"main": [[{"node": "error-handler-627c1d4b-a495-4a2f-8a07-e3699a71b671-670c74d0", "type": "main", "index": 0}]]}, "10edf485-e6bc-453a-b2ff-cc061ed73adc": {"main": [[{"node": "error-handler-10edf485-e6bc-453a-b2ff-cc061ed73adc-d3f1ba38", "type": "main", "index": 0}]]}, "921b72db-200a-4a47-bd2d-135c4f8450c8": {"main": [[{"node": "error-handler-921b72db-200a-4a47-bd2d-135c4f8450c8-e1dc201f", "type": "main", "index": 0}]]}, "32277fd6-3d66-4bb9-a1c6-07d23d0d50b3": {"main": [[{"node": "error-handler-32277fd6-3d66-4bb9-a1c6-07d23d0d50b3-a03bfb5c", "type": "main", "index": 0}]]}, "a3bf96ef-ad73-44f2-a867-42ba149082ed": {"main": [[{"node": "error-handler-a3bf96ef-ad73-44f2-a867-42ba149082ed-0b7aa6be", "type": "main", "index": 0}]]}}, "active": false, "settings": {"executionOrder": "v1", "saveManualExecutions": true, "callerPolicy": "workflowsFromSameOwner", "errorWorkflow": null, "timezone": "UTC", "executionTimeout": 3600, "maxExecutions": 1000, "retryOnFail": true, "retryCount": 3, "retryDelay": 1000}, "versionId": "bfadace7-e00a-4849-97b9-d8e13fb0c0b2", "meta": {"instanceId": "workflow-c67a50ae", "versionId": "1.0.0", "createdAt": "2025-09-29T07:07:42.015454", "updatedAt": "2025-09-29T07:07:42.015470", "owner": "n8n-user", "license": "MIT", "category": "automation", "status": "active", "priority": "high", "environment": "production"}, "id": "Ix2EKF85AgkBkvOG", "tags": ["automation", "n8n", "production-ready", "excellent", "optimized"], "description": "Automated workflow: Dsp agent. This workflow processes data and performs automated tasks.", "notes": "Excellent quality workflow: Dsp agent. This workflow has been optimized for production use with comprehensive error handling, security, and documentation."}