{ "edges": [ { "to": "66cc9bc2-71eb-4fa0-b9a1-c61c7a497676", "from": "3a9e5c26-76dc-48f3-bfa8-fa337ba98e44", "toPort": "0", "fromPort": "0" }, { "to": "3a9e5c26-76dc-48f3-bfa8-fa337ba98e44", "from": "5014fbe1-e8b4-48c7-9585-6452bd1b8dc1", "toPort": "0", "fromPort": "0" }, { "to": "f1ce527e-329d-4272-81b1-a90985ce111e", "from": "66cc9bc2-71eb-4fa0-b9a1-c61c7a497676", "toPort": "0", "fromPort": "0" }, { "to": "22e31736-6723-4e44-adc9-a5e5fb38a093", "from": "9f71e612-ac1d-4c16-9b95-fe454dfae55b", "toPort": "0", "fromPort": "0" }, { "to": "5014fbe1-e8b4-48c7-9585-6452bd1b8dc1", "from": "dd1ae099-477d-49be-b443-d3b76147f65a", "toPort": "0", "fromPort": "0" }, { "to": "22e31736-6723-4e44-adc9-a5e5fb38a093", "from": "9f412fb3-5fbf-4e85-ba54-1a990d12a7cc", "toPort": "0", "fromPort": "ai_embedding" }, { "to": "5014fbe1-e8b4-48c7-9585-6452bd1b8dc1", "from": "95bf59f9-5bfe-4e66-8474-b4aa30f2c1d0", "toPort": "0", "fromPort": "ai_languageModel" }, { "to": "038e2d41-65bf-4abd-85e2-cd525c000644", "from": "471b39e4-48b2-4766-b8c2-de422cf20211", "toPort": "0", "fromPort": "ai_embedding" }, { "to": "22e31736-6723-4e44-adc9-a5e5fb38a093", "from": "ac2eaead-317c-4c66-a621-903074fdb137", "toPort": "0", "fromPort": "ai_document" }, { "to": "c88bbd3a-6d96-49a5-a54c-58f66f826a06", "from": "f1ce527e-329d-4272-81b1-a90985ce111e", "toPort": "0", "fromPort": "0" }, { "to": "5014fbe1-e8b4-48c7-9585-6452bd1b8dc1", "from": "038e2d41-65bf-4abd-85e2-cd525c000644", "toPort": "0", "fromPort": "ai_tool" } ], "nodes": [ { "id": "b662d7e0-efcf-4810-a14a-9fe24a9d3ce0", "name": "When clicking ‘Execute workflow’", "type": "manualTrigger", "params": {}, "position": [ -144, 336 ] }, { "id": "22e31736-6723-4e44-adc9-a5e5fb38a093", "name": "Pinecone Vector Store", "type": "passthrough", "params": { "mode": "noOp", "options": { "pineconeNamespace": "contacts" }, "pineconeIndex": { "__rl": true, "mode": "list", "value": "gmailagent", "cachedResultName": "gmailagent" } }, "position": [ 272, 192 ] }, { "id": "9f412fb3-5fbf-4e85-ba54-1a990d12a7cc", "name": "Embeddings OpenAI", "type": "passthrough", "params": { "mode": "noOp", "options": { "dimensions": 512 } }, "position": [ 384, 416 ] }, { "id": "ac2eaead-317c-4c66-a621-903074fdb137", "name": "Default Data Loader", "type": "passthrough", "params": { "mode": "noOp", "options": {} }, "position": [ 224, 416 ] }, { "id": "5014fbe1-e8b4-48c7-9585-6452bd1b8dc1", "name": "AI Agent", "type": "llm", "params": { "text": "={{ $json.message.text }}", "prompt": "={{ $json.message.text }}", "options": { "systemMessage": "=You are an AI assistant that drafts professional emails. \nYou **must always write formal emails**. \n\nYou have access to the tool \"Pinecone Vector Store1\", which retrieves user data (including email addresses). \nIf the user specifies a name (e.g., \"Hoger\", \"Professor John\"), you **must call Pinecone Vector Store1** to fetch the correct email address. \nNever leave the `sendTo` field empty — if Pinecone returns nothing, return `\"sendTo= \"`. \n\n## Context\n- Input comes from a chat message. \n- Always output in the required format below. \n\n## Required Output Format\n[\n {\n \"query\": \"sendTo=&subject=&emailType=text&message=&bccList=&ccList=&senderName=\"\n }\n]\n\n## Rules\n- `sendTo` must come from Pinecone if not explicitly given. \n- `emailType=text` unless explicitly told otherwise. \n- If Pinecone fails, put `\"sendTo= \"`. \n- Always keep email language formal (university tone). \n- Output must be strict JSON, no markdown, no extra text. \nalywya set the sender name as Abbas Alaa" }, "provider": "openai", "promptType": "define", "approximated": true, "systemMessage": "=You are an AI assistant that drafts professional emails. \nYou **must always write formal emails**. \n\nYou have access to the tool \"Pinecone Vector Store1\", which retrieves user data (including email addresses). \nIf the user specifies a name (e.g., \"Hoger\", \"Professor John\"), you **must call Pinecone Vector Store1** to fetch the correct email address. \nNever leave the `sendTo` field empty — if Pinecone returns nothing, return `\"sendTo= \"`. \n\n## Context\n- Input comes from a chat message. \n- Always output in the required format below. \n\n## Required Output Format\n[\n {\n \"query\": \"sendTo=&subject=&emailType=text&message=&bccList=&ccList=&senderName=\"\n }\n]\n\n## Rules\n- `sendTo` must come from Pinecone if not explicitly given. \n- `emailType=text` unless explicitly told otherwise. \n- If Pinecone fails, put `\"sendTo= \"`. \n- Always keep email language formal (university tone). \n- Output must be strict JSON, no markdown, no extra text. \nalywya set the sender name as Abbas Alaa" }, "position": [ 160, 944 ] }, { "id": "038e2d41-65bf-4abd-85e2-cd525c000644", "name": "Pinecone Vector Store1", "type": "passthrough", "params": { "mode": "noOp", "options": { "pineconeNamespace": "contacts" }, "pineconeIndex": { "__rl": true, "mode": "list", "value": "gmailagent", "cachedResultName": "gmailagent" }, "toolDescription": "Call this to retrieve information about contacts like email address." }, "position": [ 208, 1184 ] }, { "id": "471b39e4-48b2-4766-b8c2-de422cf20211", "name": "Embeddings OpenAI1", "type": "passthrough", "params": { "mode": "noOp", "options": { "dimensions": 512 } }, "position": [ 320, 1360 ] }, { "id": "3a9e5c26-76dc-48f3-bfa8-fa337ba98e44", "name": "Code", "type": "code", "params": { "jsCode": "// Get model output from previous node\nconst rawOutput =$input.first().json.output ;\n\n// 1. Remove code fences if present\nlet cleaned = rawOutput.replace(/```json|```/g, \"\").trim();\n\n// 2. Parse into JSON\nlet parsed;\ntry {\n parsed = JSON.parse(cleaned);\n} catch (e) {\n throw new Error(\"Failed to parse model output: \" + e.message);\n}\n\n// 3. Extract query string\nconst queryString = parsed[0].query;\n\n// 4. Convert query string into key-value pairs\nconst params = {};\nqueryString.split(\"&\").forEach(pair => {\n const [key, value] = pair.split(\"=\");\n params[key] = decodeURIComponent(value || \"\");\n});\n\n// Return usable fields for Gmail node\nreturn [\n {\n json: {\n sendTo: params.sendTo,\n subject: params.subject,\n message: params.message,\n bccList: params.bccList,\n ccList: params.ccList,\n senderName: params.senderName,\n emailType: params.emailType\n }\n }\n];\n" }, "position": [ 544, 1136 ] }, { "id": "66cc9bc2-71eb-4fa0-b9a1-c61c7a497676", "name": "Create a draft", "type": "integration", "params": { "message": "={{ $json.message }}", "options": { "ccList": "={{ $json.ccList }}", "sendTo": "={{ $json.sendTo }}", "bccList": "={{ $json.bccList }}" }, "service": "gmail", "subject": "={{ $json.subject }}", "resource": "draft", "operation": "read" }, "position": [ 800, 1136 ] }, { "id": "9f71e612-ac1d-4c16-9b95-fe454dfae55b", "name": "Get a document", "type": "integration", "params": { "service": "googleDocs", "operation": "get", "documentURL": "19DYlWxxKJanvRwMnQp0tyxt2Z5H7AheKA3WEegR9YDI" }, "position": [ 32, 192 ] }, { "id": "c88bbd3a-6d96-49a5-a54c-58f66f826a06", "name": "Send a sticker", "type": "integration", "params": { "file": "CAACAgIAAxkBAANEaL7Y0gABEcXooA-abKgPERguErxVAAIHRwAC839wS2T25-Ght_GiNgQ", "chatId": "={{ $('Telegram Trigger').item.json.message.chat.id }}", "service": "telegram", "operation": "sendSticker", "additionalFields": {} }, "position": [ 1248, 1136 ] }, { "id": "dd1ae099-477d-49be-b443-d3b76147f65a", "name": "Telegram Trigger", "type": "trigger", "params": { "kind": "n8n-nodes-base.telegramTrigger", "updates": [ "message" ], "additionalFields": {} }, "position": [ -240, 1088 ] }, { "id": "f1ce527e-329d-4272-81b1-a90985ce111e", "name": "Send a text message", "type": "integration", "params": { "text": "تم تآمر آمر", "chatId": "={{ $('Telegram Trigger').item.json.message.chat.id }}", "service": "telegram", "operation": "read", "additionalFields": { "appendAttribution": false } }, "position": [ 1024, 1136 ] }, { "id": "95bf59f9-5bfe-4e66-8474-b4aa30f2c1d0", "name": "OpenAI Chat Model", "type": "llm", "params": { "model": "gpt-4.1-mini", "options": {}, "provider": "openai" }, "position": [ 32, 1152 ] } ] }

Create professional email drafts with GPT-4, Telegram & contact database