Slack 多语言助手（使用 Gemini 2.5 Flash）
高级
这是一个Miscellaneous, Multimodal AI领域的自动化工作流，包含 29 个节点。主要使用 If, Code, Switch, Webhook, HttpRequest 等节点。 使用Gemini 2.5 Flash自动化多语言Slack通信（日语⇄英语）
前置要求
- •HTTP Webhook 端点（n8n 会自动生成）
- •可能需要目标 API 的认证凭证
- •Google Gemini API Key
工作流预览
可视化展示节点连接关系，支持缩放和平移
导出工作流
复制以下 JSON 配置到 n8n 导入，即可使用此工作流
{
"name": "Slack 多语言助手（使用 Gemini 2.5 Flash）",
"tags": [],
"nodes": [
{
"id": "613a274c-124d-42cb-bcea-7769e8050eb1",
"name": "Webhook（Slack /trans）",
"type": "n8n-nodes-base.webhook",
"position": [
3328,
512
],
"webhookId": "replace-with-your-slash-webhook-id",
"parameters": {
"path": "slack/trans",
"options": {},
"httpMethod": "POST",
"responseMode": "responseNode"
},
"typeVersion": 2
},
{
"id": "1f1ec470-c751-4de8-b2a8-4f9c2841139f",
"name": "确认（回复 Slack）",
"type": "n8n-nodes-base.respondToWebhook",
"position": [
3584,
416
],
"parameters": {
"options": {
"responseCode": 200,
"responseHeaders": {
"entries": [
{
"name": "Content-Type",
"value": "text/plain; charset=utf-8"
}
]
}
},
"respondWith": "text",
"responseBody": "Translating..."
},
"typeVersion": 1
},
{
"id": "021bfa0c-46a6-45ca-89a2-bee8f1a28270",
"name": "解析斜杠命令载荷",
"type": "n8n-nodes-base.code",
"position": [
3584,
576
],
"parameters": {
"jsCode": "const payload = $json.body || $json;\nconst text = (payload.text || '').trim();\nreturn [{\n json: {\n text,\n response_url: payload.response_url,\n user_id: payload.user_id,\n user_name: payload.user_name\n }\n}];"
},
"typeVersion": 2
},
{
"id": "9229c1c8-99a3-47e9-9e51-9fdf611f3d6f",
"name": "确认提及事件",
"type": "n8n-nodes-base.respondToWebhook",
"position": [
3584,
736
],
"parameters": {
"options": {
"responseCode": 200,
"responseHeaders": {
"entries": [
{
"name": "Content-Type",
"value": "application/json; charset=utf-8"
}
]
}
},
"respondWith": "json",
"responseBody": "={{ $json.body && $json.body.challenge ? {\"challenge\": $json.body.challenge } : {\"ok\": true} }}"
},
"typeVersion": 1
},
{
"id": "59f4988f-274d-4f5c-b304-7f253d507306",
"name": "解析提及事件",
"type": "n8n-nodes-base.code",
"position": [
3584,
896
],
"parameters": {
"jsCode": "/* app_mention イベント形式:\n{\n body: {\n event: {\n type: 'app_mention',\n user: 'U123',\n text: '<@Ubot> @trans これ訳して',\n channel: 'C123',\n ts: '1730000000.12345',\n thread_ts: '1730000000.12345' (optional)\n }\n }\n}\n*/\n\nconst body = $json.body || $json;\nconst ev = body.event || {};\n\nlet raw = ev.text || '';\n// <@U...> とか @trans を除去\nraw = raw.replace(/<@[^>]+>/g, '').replace(/@trans/gi, '').trim();\n\nconst thread_ts = ev.thread_ts || ev.ts;\n\nreturn [{\n json: {\n textToTranslate: raw,\n channel: ev.channel,\n thread_ts,\n user_id: ev.user\n }\n}];"
},
"typeVersion": 2
},
{
"id": "313833d3-b896-42e3-8c85-37a5f8140e4f",
"name": "确认反应事件",
"type": "n8n-nodes-base.respondToWebhook",
"position": [
3584,
1056
],
"parameters": {
"options": {
"responseCode": 200,
"responseHeaders": {
"entries": [
{
"name": "Content-Type",
"value": "application/json; charset=utf-8"
}
]
}
},
"respondWith": "json",
"responseBody": "={{ $json.body && $json.body.challenge ? {\"challenge\": $json.body.challenge } : {\"ok\": true} }}"
},
"typeVersion": 1
},
{
"id": "19651cc6-1157-4baf-a330-b1d999212c32",
"name": "解析反应事件",
"type": "n8n-nodes-base.code",
"position": [
3584,
1216
],
"parameters": {
"jsCode": "/*\n Slack reaction_added payload 例:\n {\n \"event\": {\n \"type\": \"reaction_added\",\n \"user\": \"U123456\",\n \"reaction\": \"jp\",\n \"item\": {\n \"type\": \"message\",\n \"channel\": \"C123456\",\n \"ts\": \"1730000000.12345\"\n }\n }\n }\n*/\n\nlet body = $json;\n\n// n8nのWebhookノードでは payload が body 下に入る場合と、直下に入る場合がある\nif ($json.body && typeof $json.body === 'object') {\n body = $json.body;\n}\n\nconst ev = body.event || {};\n\n// デバッグ用ログ（必要なら一時的にON）\nconsole.log('reaction event', ev);\n\nreturn [\n {\n json: {\n reactor_user: ev.user || null,\n reaction: ev.reaction || null,\n channel: ev.item?.channel || null,\n message_ts: ev.item?.ts || null,\n raw: ev\n }\n }\n];\n"
},
"typeVersion": 2
},
{
"id": "cc79dec9-6da6-4abb-bc92-47b01b6d1e48",
"name": "获取原始消息",
"type": "n8n-nodes-base.httpRequest",
"position": [
3760,
1376
],
"parameters": {
"url": "={{`https://slack.com/api/conversations.replies?channel=${$json.channel}&ts=${$json.message_ts}&limit=1`}}",
"options": {},
"sendHeaders": true,
"headerParameters": {
"parameters": [
{
"name": "Authorization",
"value": "Bearer YOUR_TOKEN_HERE"
}
]
}
},
"typeVersion": 4.2
},
{
"id": "fc114495-2e73-4a78-ab32-43291dd7b326",
"name": "准备反应翻译输入",
"type": "n8n-nodes-base.code",
"position": [
3936,
1376
],
"parameters": {
"jsCode": "const eventCtx = $node['Parse Reaction Event'].json;\nconst apiRes = $json;\n\nif (!apiRes.ok || !apiRes.messages || !apiRes.messages.length) {\n return [{ json: { skip: true, reason: 'no message found' } }];\n}\n\nconst msg = apiRes.messages[0];\nconst textToTranslate = msg.text || '';\nconst thread_ts = msg.thread_ts || msg.ts;\nconst channel = eventCtx.channel;\n\nreturn [{\n json: {\n textToTranslate,\n channel,\n thread_ts\n }\n}];"
},
"typeVersion": 2
},
{
"id": "b00abedc-8dd1-4193-b825-4b51b79694a5",
"name": "Google Gemini 聊天模型",
"type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini",
"position": [
3856,
1072
],
"parameters": {
"options": {
"temperature": 0.2,
"maxOutputTokens": 1024
}
},
"credentials": {
"googlePalmApi": {
"id": "kq5tDtSRmEQTrYwt",
"name": "Google Gemini(PaLM) Api account"
}
},
"typeVersion": 1
},
{
"id": "be154439-e6f6-4eed-9715-2fbd5d3cd9b1",
"name": "基础 LLM 链（/trans）",
"type": "@n8n/n8n-nodes-langchain.chainLlm",
"position": [
4096,
736
],
"parameters": {
"text": "=",
"batching": {},
"messages": {
"messageValues": [
{
"message": "You are a bilingual assistant for a Japanese/English mixed team.\nDetect whether the input is mainly Japanese or English.\nReturn exactly two labeled parts:\n\n[Original]\n<the original text>\n\n[Translation]\n<the translation in the OTHER language>\n\nRules:\n- Detect source language automatically (JA or EN).\n- Translate into the opposite language.\n- Do not add explanations or extra comments.\n- Keep both blocks in plain text."
},
{
"type": "HumanMessagePromptTemplate",
"message": "={{ $json.textToTranslate || $json.text }}"
}
]
},
"promptType": "define"
},
"typeVersion": 1.7
},
{
"id": "ecbacf69-4903-4643-9398-89ab3d903609",
"name": "基础 LLM 链（@trans）",
"type": "@n8n/n8n-nodes-langchain.chainLlm",
"position": [
4096,
896
],
"parameters": {
"text": "=",
"batching": {},
"messages": {
"messageValues": [
{
"message": "You are a bilingual assistant for a Japanese/English mixed team.\nDetect whether the input is mainly Japanese or English.\nReturn exactly two labeled parts:\n\n[Original]\n<the original text>\n\n[Translation]\n<the translation in the OTHER language>\n\nRules:\n- Detect source language automatically (JA or EN).\n- Translate into the opposite language.\n- Do not add explanations or extra comments.\n- Keep both blocks in plain text."
},
{
"type": "HumanMessagePromptTemplate",
"message": "={{ $json.textToTranslate || $json.text }}"
}
]
},
"promptType": "define"
},
"typeVersion": 1.7
},
{
"id": "adeaa1b3-fbcb-4a11-a1cc-84dc75602478",
"name": "基础 LLM 链（reaction）",
"type": "@n8n/n8n-nodes-langchain.chainLlm",
"position": [
4096,
1056
],
"parameters": {
"text": "=",
"batching": {},
"messages": {
"messageValues": [
{
"message": "You are a bilingual assistant for a Japanese/English mixed team.\nDetect whether the input is mainly Japanese or English.\nReturn exactly two labeled parts:\n\n[Original]\n<the original text>\n\n[Translation]\n<the translation in the OTHER language>\n\nRules:\n- Detect source language automatically (JA or EN).\n- Translate into the opposite language.\n- Do not add explanations or extra comments.\n- Keep both blocks in plain text."
},
{
"type": "HumanMessagePromptTemplate",
"message": "={{ $json.textToTranslate || $json.text }}"
}
]
},
"promptType": "define"
},
"typeVersion": 1.7
},
{
"id": "c443fefb-b54e-4b7a-b97f-60f115daa471",
"name": "格式化 Slack 消息（/trans）",
"type": "n8n-nodes-base.code",
"position": [
4400,
736
],
"parameters": {
"jsCode": "/* /trans 用フォーマッタ\n 出力イメージ:\n 【from @後藤】\\n(日本語原文...)\\n----------\\n(英語訳...)\n*/\nconst ctx = $node['Parse Slash Payload'].json;\nconst llm = $json;\n\nlet output = llm.text || llm.output || '';\n\n// [Original] と [Translation] を分離\nlet original = '';\nlet translation = '';\nconst match = output.match(/\\[Original\\]([\\s\\S]*?)\\[Translation\\]([\\s\\S]*)/i);\nif (match) {\n original = match[1].trim();\n translation = match[2].trim();\n} else {\n translation = output.trim();\n}\n\nconst fromUser = ctx.user_id ? `<@${ctx.user_id}>` : (ctx.user_name || 'someone');\nconst finalMessage = `【from ${fromUser}】\\n${original}\\n----------\\n${translation}`;\n\nreturn [{\n json: {\n response_url: ctx.response_url,\n message: finalMessage\n }\n}];"
},
"typeVersion": 2
},
{
"id": "c939414e-b72e-4a70-a60c-809294ba8d58",
"name": "格式化 Slack 消息（@trans）",
"type": "n8n-nodes-base.code",
"position": [
4400,
896
],
"parameters": {
"jsCode": "/* @trans 用フォーマッタ\n 訳文だけ返す（スレッド）\n*/\nconst ctx = $node['Parse Mention Event'].json;\nconst llm = $json;\n\nlet output = llm.text || llm.output || '';\noutput = output\n .replace(/\\[Original\\][\\s\\S]*?\\[Translation\\]/i, '')\n .replace(/\\[Translation\\]/i, '')\n .trim();\n\nreturn [{\n json: {\n channel: ctx.channel,\n thread_ts: String(ctx.thread_ts),\n text: output\n }\n}];"
},
"typeVersion": 2
},
{
"id": "05b95459-5234-479d-8455-74504d4fbfa6",
"name": "格式化 Slack 消息（reaction）",
"type": "n8n-nodes-base.code",
"position": [
4400,
1056
],
"parameters": {
"jsCode": "/* reaction 用フォーマッタ\n 訳文だけ返す（スレッド）\n*/\nconst ctx = $node['Prep Reaction Translation Input'].json;\nconst llm = $json;\n\nlet output = llm.text || llm.output || '';\noutput = output\n .replace(/\\[Original\\][\\s\\S]*?\\[Translation\\]/i, '')\n .replace(/\\[Translation\\]/i, '')\n .trim();\n\nreturn [{\n json: {\n channel: ctx.channel,\n thread_ts: String(ctx.thread_ts),\n text: output\n }\n}];"
},
"typeVersion": 2
},
{
"id": "3a592c03-37b3-4d68-a22c-1b7bff70c5f1",
"name": "发布到 Slack（response_url）",
"type": "n8n-nodes-base.httpRequest",
"position": [
4576,
736
],
"parameters": {
"url": "={{$json.response_url}}",
"method": "POST",
"options": {},
"sendBody": true,
"sendHeaders": true,
"bodyParameters": {
"parameters": [
{
"name": "response_type",
"value": "in_channel"
},
{
"name": "text",
"value": "={{ $json.message }}"
}
]
},
"headerParameters": {
"parameters": [
{
"name": "Content-Type",
"value": "application/json; charset=utf-8"
}
]
}
},
"typeVersion": 4.2
},
{
"id": "07a8ba81-4fee-4073-b8fa-48de1e829bc9",
"name": "发布到 Slack（@trans 回复）",
"type": "n8n-nodes-base.httpRequest",
"position": [
4576,
896
],
"parameters": {
"url": "https://slack.com/api/chat.postMessage",
"method": "POST",
"options": {},
"sendBody": true,
"sendHeaders": true,
"bodyParameters": {
"parameters": [
{
"name": "channel",
"value": "={{ $json.channel }}"
},
{
"name": "text",
"value": "={{ $json.text }}"
},
{
"name": "thread_ts",
"value": "={{ $json.thread_ts.toString() }}"
}
]
},
"headerParameters": {
"parameters": [
{
"name": "Content-Type",
"value": "application/json; charset=utf-8"
},
{
"name": "Authorization",
"value": "Bearer YOUR_TOKEN_HERE"
}
]
}
},
"typeVersion": 4.2
},
{
"id": "4a426e04-11a0-4e99-b37a-0aa2580ea043",
"name": "发布到 Slack（reaction 回复）",
"type": "n8n-nodes-base.httpRequest",
"position": [
4576,
1056
],
"parameters": {
"url": "https://slack.com/api/chat.postMessage",
"method": "POST",
"options": {},
"sendBody": true,
"sendHeaders": true,
"bodyParameters": {
"parameters": [
{
"name": "channel",
"value": "={{$json.channel}}"
},
{
"name": "text",
"value": "={{$json.text}}"
},
{
"name": "thread_ts",
"value": "={{$json.thread_ts}}"
}
]
},
"headerParameters": {
"parameters": [
{
"name": "Content-Type",
"value": "application/json; charset=utf-8"
},
{
"name": "Authorization",
"value": "Bearer YOUR_TOKEN_HERE"
}
]
}
},
"typeVersion": 4.2
},
{
"id": "a83c3091-3bac-4fe9-ba77-f15fd9051db3",
"name": "如何设置",
"type": "n8n-nodes-base.stickyNote",
"position": [
2880,
240
],
"parameters": {
"color": 4,
"width": 648,
"height": 200,
"content": "Slack 多语言助手（Gemini 2.5 Flash）"
},
"typeVersion": 1
},
{
"id": "c5f820f6-5027-49d4-89de-a1781aa354e9",
"name": "Webhook（Slack @trans + reaction）",
"type": "n8n-nodes-base.webhook",
"position": [
2944,
976
],
"webhookId": "replace-with-your-mention-webhook-id",
"parameters": {
"path": "slack/mention",
"options": {},
"httpMethod": "POST",
"responseMode": "responseNode"
},
"typeVersion": 2
},
{
"id": "0a859374-d091-468f-bd68-ecb898b7a435",
"name": "便签",
"type": "n8n-nodes-base.stickyNote",
"position": [
4384,
-16
],
"parameters": {
"color": 5,
"width": 480,
"height": 720,
"content": "🔧 创建并配置你的 Slack 应用（TransBot）"
},
"typeVersion": 1
},
{
"id": "3e9045e2-e73b-4a23-a30a-9ecc27a16ed8",
"name": "便签1",
"type": "n8n-nodes-base.stickyNote",
"position": [
3824,
240
],
"parameters": {
"color": 3,
"width": 480,
"height": 368,
"content": "🔁 工作流架构"
},
"typeVersion": 1
},
{
"id": "11a71607-a154-4a2a-8903-c896f4462551",
"name": "便签2",
"type": "n8n-nodes-base.stickyNote",
"position": [
2880,
1200
],
"parameters": {
"color": 3,
"width": 480,
"height": 272,
"content": "🚨 常见错误及修复"
},
"typeVersion": 1
},
{
"id": "a6cce3e2-180b-45ee-ba6d-b81e1bcdb5b5",
"name": "便签3",
"type": "n8n-nodes-base.stickyNote",
"position": [
4336,
1328
],
"parameters": {
"color": 4,
"width": 528,
"height": 144,
"content": "✅ 工作流在 n8n 中处于活动状态"
},
"typeVersion": 1
},
{
"id": "88bac316-9994-466b-8f75-b7d2f8cf1467",
"name": "按事件类型路由",
"type": "n8n-nodes-base.switch",
"position": [
3328,
976
],
"parameters": {
"rules": {
"values": [
{
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "1927dafe-a218-44de-a76b-47eefeabc55e",
"operator": {
"type": "string",
"operation": "equals"
},
"leftValue": "={{$json.event_type}}",
"rightValue": "app_mention"
}
]
}
},
{
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "strict"
},
"combinator": "and",
"conditions": [
{
"id": "adda84a4-9099-4b3d-8ef2-4968c8ab8670",
"operator": {
"name": "filter.operator.equals",
"type": "string",
"operation": "equals"
},
"leftValue": "={{$json.event_type}}",
"rightValue": "reaction_added"
}
]
}
}
]
},
"options": {}
},
"typeVersion": 3.3
},
{
"id": "1a9163a3-bcab-475d-8372-de95de586e4f",
"name": "未找到消息时跳过反应",
"type": "n8n-nodes-base.if",
"position": [
4112,
1376
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "loose"
},
"combinator": "and",
"conditions": [
{
"id": "922fba50-9c9e-49c7-9bb0-6efe56e2f216",
"operator": {
"type": "string",
"operation": "notEquals"
},
"leftValue": "={{$json.skip}}",
"rightValue": "true"
},
{
"id": "d98fdf6c-83c4-4a66-8bdf-6d5854131727",
"operator": {
"type": "string",
"operation": "notEmpty",
"singleValue": true
},
"leftValue": "={{$json.textToTranslate}}",
"rightValue": ""
}
]
},
"looseTypeValidation": true
},
"typeVersion": 2.2
},
{
"id": "1eb61e22-6993-4fd0-ac72-0f9b0fbb976d",
"name": "筛选反应类型",
"type": "n8n-nodes-base.code",
"position": [
3584,
1376
],
"parameters": {
"jsCode": "/*\n :jp: / :jp-flag: / :flag-jp: / :us: / :flag-us: などに対応\n → それ以外のリアクションはスキップ\n*/\n\nconst allowedPatterns = ['jp', 'us'];\nconst reaction = ($json.reaction || '').toLowerCase();\n\n// 部分一致チェック\nconst isAllowed = allowedPatterns.some(p => reaction.includes(p));\n\nif (!isAllowed) {\n return [{ json: { skip: true, reason: `irrelevant reaction: ${reaction}` } }];\n}\n\nreturn [{ json: $json }];\n"
},
"typeVersion": 2
},
{
"id": "e3aa1071-f785-4338-a8f4-ae20384ae621",
"name": "检测 Slack 事件类型",
"type": "n8n-nodes-base.code",
"position": [
3136,
976
],
"parameters": {
"jsCode": "const event = $json.body?.event || $json.event;\nreturn [{ json: { event_type: event.type, event } }];"
},
"typeVersion": 2
}
],
"active": true,
"pinData": {},
"settings": {
"executionOrder": "v1"
},
"connections": {
"Parse Mention Event": {
"main": [
[
{
"node": "Basic LLM Chain (@trans)",
"type": "main",
"index": 0
}
]
]
},
"Parse Slash Payload": {
"main": [
[
{
"node": "Basic LLM Chain (/trans)",
"type": "main",
"index": 0
}
]
]
},
"Route by Event Type": {
"main": [
[
{
"node": "Ack Mention Event",
"type": "main",
"index": 0
},
{
"node": "Parse Mention Event",
"type": "main",
"index": 0
}
],
[
{
"node": "Ack Reaction Event",
"type": "main",
"index": 0
},
{
"node": "Parse Reaction Event",
"type": "main",
"index": 0
}
]
]
},
"Filter Reaction Type": {
"main": [
[
{
"node": "Fetch Original Message",
"type": "main",
"index": 0
}
]
]
},
"Parse Reaction Event": {
"main": [
[
{
"node": "Filter Reaction Type",
"type": "main",
"index": 0
}
]
]
},
"Fetch Original Message": {
"main": [
[
{
"node": "Prep Reaction Translation Input",
"type": "main",
"index": 0
}
]
]
},
"Webhook (Slack /trans)": {
"main": [
[
{
"node": "Ack (Respond to Slack)",
"type": "main",
"index": 0
},
{
"node": "Parse Slash Payload",
"type": "main",
"index": 0
}
]
]
},
"Detect Slack Event Type": {
"main": [
[
{
"node": "Route by Event Type",
"type": "main",
"index": 0
}
]
]
},
"Basic LLM Chain (/trans)": {
"main": [
[
{
"node": "Format Slack Message (/trans)",
"type": "main",
"index": 0
}
]
]
},
"Basic LLM Chain (@trans)": {
"main": [
[
{
"node": "Format Slack Message (@trans)",
"type": "main",
"index": 0
}
]
]
},
"Google Gemini Chat Model": {
"ai_languageModel": [
[
{
"node": "Basic LLM Chain (reaction)",
"type": "ai_languageModel",
"index": 0
},
{
"node": "Basic LLM Chain (@trans)",
"type": "ai_languageModel",
"index": 0
},
{
"node": "Basic LLM Chain (/trans)",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Basic LLM Chain (reaction)": {
"main": [
[
{
"node": "Format Slack Message (reaction)",
"type": "main",
"index": 0
}
]
]
},
"Format Slack Message (/trans)": {
"main": [
[
{
"node": "Post to Slack (response_url)",
"type": "main",
"index": 0
}
]
]
},
"Format Slack Message (@trans)": {
"main": [
[
{
"node": "Post to Slack (@trans reply)",
"type": "main",
"index": 0
}
]
]
},
"Format Slack Message (reaction)": {
"main": [
[
{
"node": "Post to Slack (reaction reply)",
"type": "main",
"index": 0
}
]
]
},
"Prep Reaction Translation Input": {
"main": [
[
{
"node": "Skip Reaction When No Message Found",
"type": "main",
"index": 0
}
]
]
},
"Webhook (Slack @trans + reaction)": {
"main": [
[
{
"node": "Detect Slack Event Type",
"type": "main",
"index": 0
}
]
]
},
"Skip Reaction When No Message Found": {
"main": [
[
{
"node": "Basic LLM Chain (reaction)",
"type": "main",
"index": 0
}
]
]
}
}
}常见问题
如何使用这个工作流？
复制上方的 JSON 配置代码，在您的 n8n 实例中创建新工作流并选择「从 JSON 导入」，粘贴配置后根据需要修改凭证设置即可。
这个工作流适合什么场景？
高级 - 杂项, 多模态 AI
需要付费吗？
本工作流完全免费，您可以直接导入使用。但请注意，工作流中使用的第三方服务（如 OpenAI API）可能需要您自行付费。
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外部链接
在 n8n.io 查看 →
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