AIを活用した書籍おすすめエンジン
これはSupport Chatbot, Multimodal AI分野の自動化ワークフローで、21個のノードを含みます。主にIf, Set, Code, Wait, EmailSendなどのノードを使用。 メールベースの書籍推薦システム(Ollama LLM と OpenLibrary API 使用)
- •ターゲットAPIの認証情報が必要な場合あり
カテゴリー
{
"id": "QRbFHzWOiN6ee7D9",
"meta": {
"instanceId": "dd69efaf8212c74ad206700d104739d3329588a6f3f8381a46a481f34c9cc281",
"templateCredsSetupCompleted": true
},
"name": "AI-Driven Book Recommendation Engine",
"tags": [],
"nodes": [
{
"id": "9840af8c-b582-4659-ae3b-869500193074",
"name": "Ollama モデル",
"type": "@n8n/n8n-nodes-langchain.lmChatOllama",
"position": [
-132,
280
],
"parameters": {
"model": "llama3.2-16000:latest",
"options": {}
},
"credentials": {
"ollamaApi": {
"id": "7td3WzXCW2wNhraP",
"name": "Ollama - test"
}
},
"typeVersion": 1
},
{
"id": "61b127d3-bb32-4eee-a239-c259430e9139",
"name": "メールトリガー – 書籍リクエスト",
"type": "n8n-nodes-base.emailReadImap",
"position": [
-440,
60
],
"parameters": {
"options": {}
},
"credentials": {
"imap": {
"id": "zTEGYssr7MSVeCs3",
"name": "IMAP-test"
}
},
"typeVersion": 2
},
{
"id": "cc2e4acc-e8dc-4789-9142-1bc08977add5",
"name": "Ollama でメールを分析",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
-220,
60
],
"parameters": {
"text": "={{ $json.textPlain }}",
"options": {
"systemMessage": "=You are a helper that identifies and lists only the types of books mentioned in the message.\n\nWhich types of books are being asked for in this message?\n\nReply with the types in lowercase, one on each line. Don’t include anything else — no headers, labels, or symbols.\n\nInput:\n{{ $json.textPlain }}"
},
"promptType": "define"
},
"typeVersion": 2
},
{
"id": "37386ba5-319e-40da-bf42-c8d2fbb0a48a",
"name": "書籍検索クエリを作成",
"type": "n8n-nodes-base.set",
"position": [
156,
60
],
"parameters": {
"values": {
"string": [
{
"name": "subject-name",
"value": "={{ $json.output }}"
}
]
},
"options": {},
"keepOnlySet": true
},
"typeVersion": 1
},
{
"id": "0c9dc4d4-c775-4ae6-bd5c-dddb0ca175ab",
"name": "書籍検索 API を呼び出す",
"type": "n8n-nodes-base.httpRequest",
"position": [
376,
60
],
"parameters": {
"url": "=https://openlibrary.org/subjects/{{ $json.subject-name}}",
"options": {},
"queryParametersUi": {
"parameter": [
{
"name": "limit",
"value": "0"
}
]
}
},
"typeVersion": 1
},
{
"id": "39dc690f-f68b-4f5d-87e0-44eb12cbb5f4",
"name": "API レスポンスを確認",
"type": "n8n-nodes-base.if",
"position": [
596,
60
],
"parameters": {
"conditions": {
"number": [
{
"value1": "={{$node[\"Call Book Search API\"].json[\"work_count\"]}}",
"operation": "larger"
}
]
}
},
"typeVersion": 1
},
{
"id": "727a94bd-9c95-44b6-85f7-86ee36fcda7f",
"name": "書籍が見つからない場合の処理",
"type": "n8n-nodes-base.emailSend",
"position": [
816,
160
],
"parameters": {
"html": "=<p>We're sorry, but no books were found for the subject <em>{{$node[\"Check API Response\"].json[\"name\"]}}</em>. </p>\n\n<p>Please try a different subject or update your n8n workflow accordingly.</p>\n\n<p>You can explore a list of available subjects at <a href=\"https://openlibrary.org/subjects\" target=\"_blank\">Open Library Subjects</a>.</p>\n",
"options": {},
"subject": "=Book not found in {{$node[\"Check API Response\"].json[\"name\"]}}",
"toEmail": "john.doe@example.com",
"fromEmail": "john.doe@example.com"
},
"credentials": {
"smtp": {
"id": "G1kyF8cSWTZ4vouN",
"name": "SMTP -test"
}
},
"typeVersion": 1
},
{
"id": "d164e6f0-b684-4467-a4e8-0aae75878663",
"name": "書籍名を確認",
"type": "n8n-nodes-base.code",
"position": [
816,
-40
],
"parameters": {
"jsCode": "var retrieve_book = 0;\nvar book_count = items[0].json.work_count;\n\nretrieve_book = Math.floor(Math.random() * book_count) + 1\n\nitems[0].json.retrieve_book = retrieve_book;\nreturn items;"
},
"typeVersion": 2
},
{
"id": "efa8a98b-cd03-41ac-93f0-c1f856cff17f",
"name": "書籍概要を抽出",
"type": "n8n-nodes-base.httpRequest",
"position": [
1036,
-40
],
"parameters": {
"url": "=http://openlibrary.org/subjects/{{$json[\"name\"]}}.json",
"options": {},
"queryParametersUi": {
"parameter": [
{
"name": "limit",
"value": "1"
},
{
"name": "offset",
"value": "={{$json[\"retrieve_book\"]}}"
},
{
"name": "detail",
"value": "true"
}
]
}
},
"typeVersion": 1
},
{
"id": "96c40040-623c-45df-ae94-b2813ffd5668",
"name": "概要レスポンスを待機",
"type": "n8n-nodes-base.wait",
"position": [
1256,
-40
],
"webhookId": "4880c8b5-9639-4e41-9ef9-3eb5520f5fab",
"parameters": {},
"typeVersion": 1.1
},
{
"id": "786470f7-9056-46c3-83d0-48bbf98133a5",
"name": "書籍詳細を取得",
"type": "n8n-nodes-base.httpRequest",
"position": [
1476,
-40
],
"parameters": {
"url": "=http://openlibrary.org.{{$node[\"Extract Book Summary\"].json[\"works\"][0][\"key\"]}}.json",
"options": {},
"queryParametersUi": {
"parameter": [
{
"name": "limit",
"value": "1"
}
]
}
},
"typeVersion": 1
},
{
"id": "641c0ba1-ccad-4462-9499-b4a28dfd0975",
"name": "書籍データを整形",
"type": "n8n-nodes-base.set",
"position": [
1696,
-40
],
"parameters": {
"values": {
"string": [
{
"name": "authors",
"value": "={{$node[\"Extract Book Summary\"].json[\"works\"][0][\"authors\"]}}"
},
{
"name": "title",
"value": "={{$node[\"Extract Book Summary\"].json[\"works\"][0][\"title\"]}}"
},
{
"name": "description",
"value": "={{$node[\"Retrieve Book Details\"].json[\"description\"][\"value\"]}}"
},
{
"name": "URL",
"value": "=https://openlibrary.org{{$node[\"Extract Book Summary\"].json[\"works\"][0][\"key\"]}}"
}
]
},
"options": {},
"keepOnlySet": true
},
"typeVersion": 1
},
{
"id": "79d33736-4931-4f7e-8ac0-07980cc8fcb9",
"name": "コードでデータを強化",
"type": "n8n-nodes-base.code",
"position": [
1916,
-40
],
"parameters": {
"jsCode": "var arrAuthors = items[0].json.authors;\n\nvar arrNames = arrAuthors.map(function(author) {\n return \"<a href=\\\"https://openlibrary.org\" + author['key'] + \"\\\">\" + author['name'] + \"</a>\";\n});\n\nvar names = arrNames.join(\", \");\n\nitems[0].json.authors = names;\n\nreturn items;"
},
"typeVersion": 2
},
{
"id": "e19dbc55-a1c5-4070-b2ae-2f4582fe14c8",
"name": "メールコンテンツを生成",
"type": "n8n-nodes-base.set",
"position": [
2136,
-40
],
"parameters": {
"values": {
"string": [
{
"name": "msgSubject",
"value": "=Book Recommendation: {{$node[\"Generate Author Info\t\"].json[\"title\"]}}"
},
{
"name": "msgBody",
"value": "=<H2><a href=\"{{$node[\"Generate Author Info\t\"].json[\"URL\"]}}\">{{$node[\"Generate Author Info\t\"].json[\"title\"]}}</a></H2>\n<p><em>By {{$node[\"Generate Author Info\t\"].json[\"authors\"]}}</em><br>\n{{$node[\"Generate Author Info\t\"].json[\"description\"]}}</p>"
}
]
},
"options": {},
"keepOnlySet": true
},
"typeVersion": 1
},
{
"id": "c178bfca-5ee9-40d5-a0da-1b3fb0f7e5b8",
"name": "推薦メールを送信",
"type": "n8n-nodes-base.emailSend",
"position": [
2356,
-40
],
"parameters": {
"html": "={{$node[\"Generate Email Content\"].json[\"msgBody\"]}}",
"options": {},
"subject": "={{$node[\"Generate Email Content\"].json[\"msgSubject\"]}}",
"toEmail": "abc@gmail.com",
"fromEmail": "xyz@gmail.com"
},
"credentials": {
"smtp": {
"id": "G1kyF8cSWTZ4vouN",
"name": "SMTP -test"
}
},
"typeVersion": 1
},
{
"id": "fe5af873-7969-436c-8eaf-efed81c83665",
"name": "付箋",
"type": "n8n-nodes-base.stickyNote",
"position": [
-340,
-900
],
"parameters": {
"color": 5,
"width": 600,
"height": 360,
"content": "## Overview: \n\nThis workflow triggers on book request emails, uses Ollama LLM to extract intent, queries a Book Search API for data (title, summary, details), handles no-book cases, formats and enhances the data, generates a personalized email, and sends it to the user.\n\n✅ Ideal for automated book suggestions using LLMs and structured APIs.\n✅ Great for newsletter, reading clubs, and educational bots.\n"
},
"typeVersion": 1
},
{
"id": "afa604fa-0086-4327-998b-7b720694fc42",
"name": "付箋1",
"type": "n8n-nodes-base.stickyNote",
"position": [
400,
-880
],
"parameters": {
"width": 660,
"height": 320,
"content": "## How to Run:\n\n1. Ensure the email trigger is connected to a valid inbox (IMAP/Gmail).\n2. Verify the Ollama node is running with the correct model.\n3. Set valid credentials for the book search API.\n4. Click **“Execute Workflow”** or activate the workflow to listen in real-time.\n5. Send a test email with a book request (e.g., “Recommend me a sci-fi novel.”).\n6. Check the sent mailbox for the recommendation email.\n\n## Tip: \nCustomize the book genre parser or API call to match your use case.\n"
},
"typeVersion": 1
},
{
"id": "afdc2813-f8ef-4311-bb5b-dbdd2784dfca",
"name": "付箋2",
"type": "n8n-nodes-base.stickyNote",
"position": [
-480,
-340
],
"parameters": {
"color": 4,
"width": 540,
"height": 860,
"content": "## Email Input Processing\n\nTriggers on new book request emails and uses Ollama LLM to extract user intent."
},
"typeVersion": 1
},
{
"id": "c0a2dc78-18a6-48f8-9599-74e4d5e7c27e",
"name": "付箋3",
"type": "n8n-nodes-base.stickyNote",
"position": [
1680,
-380
],
"parameters": {
"color": 2,
"width": 880,
"height": 860,
"content": "## Output Generation\n\nFormats data, refines it with code, creates a personalized email, and sends it to the user."
},
"typeVersion": 1
},
{
"id": "7a49c987-d940-4e65-ab52-b024d838a55c",
"name": "付箋4",
"type": "n8n-nodes-base.stickyNote",
"position": [
140,
-340
],
"parameters": {
"color": 3,
"width": 580,
"height": 860,
"content": "## Book Data Retrieval\n\nGenerates a search query, fetches book data (title, summary, details) via API, and validates the response."
},
"typeVersion": 1
},
{
"id": "86d479fa-002c-4e2f-8239-e3ba21d3989b",
"name": "付箋5",
"type": "n8n-nodes-base.stickyNote",
"position": [
1000,
-380
],
"parameters": {
"color": 6,
"width": 620,
"height": 860,
"content": "## Data Preparation\n\nExtracts summary, ensures data readiness, and gathers additional book details."
},
"typeVersion": 1
}
],
"active": false,
"pinData": {},
"settings": {
"executionOrder": "v1"
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"versionId": "675f1b3c-84ee-47b1-bbc4-c2c1a79a7b55",
"connections": {
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}このワークフローの使い方は?
上記のJSON設定コードをコピーし、n8nインスタンスで新しいワークフローを作成して「JSONからインポート」を選択、設定を貼り付けて認証情報を必要に応じて変更してください。
このワークフローはどんな場面に適していますか?
上級 - サポートチャットボット, マルチモーダルAI
有料ですか?
このワークフローは完全無料です。ただし、ワークフローで使用するサードパーティサービス(OpenAI APIなど)は別途料金が発生する場合があります。
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